BibTeX records: Deepak Ramachandran

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@inproceedings{DBLP:conf/aaai/YuanKXNIR24,
  author       = {Quan Yuan and
                  Mehran Kazemi and
                  Xin Xu and
                  Isaac Noble and
                  Vaiva Imbrasaite and
                  Deepak Ramachandran},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {TaskLAMA: Probing the Complex Task Understanding of Language Models},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {19468--19476},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i17.29918},
  doi          = {10.1609/AAAI.V38I17.29918},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YuanKXNIR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05576,
  author       = {Senjuti Dutta and
                  Sherol Chen and
                  Sunny Mak and
                  Amnah Ahmad and
                  Katherine Maeve Collins and
                  Alena Butryna and
                  Deepak Ramachandran and
                  Krishnamurthy Dvijotham and
                  Ellie Pavlick and
                  Ravi Rajakumar},
  title        = {Understanding Subjectivity through the Lens of Motivational Context
                  in Model-Generated Image Satisfaction},
  journal      = {CoRR},
  volume       = {abs/2403.05576},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.05576},
  doi          = {10.48550/ARXIV.2403.05576},
  eprinttype    = {arXiv},
  eprint       = {2403.05576},
  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-05576.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17853,
  author       = {Connor Pryor and
                  Quan Yuan and
                  Jeremiah Z. Liu and
                  Mehran Kazemi and
                  Deepak Ramachandran and
                  Tania Bedrax{-}Weiss and
                  Lise Getoor},
  title        = {Using Domain Knowledge to Guide Dialog Structure Induction via Neural
                  Probabilistic Soft Logic},
  journal      = {CoRR},
  volume       = {abs/2403.17853},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.17853},
  doi          = {10.48550/ARXIV.2403.17853},
  eprinttype    = {arXiv},
  eprint       = {2403.17853},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-17853.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KazemiKBXR23,
  author       = {Mehran Kazemi and
                  Najoung Kim and
                  Deepti Bhatia and
                  Xin Xu and
                  Deepak Ramachandran},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {{LAMBADA:} Backward Chaining for Automated Reasoning in Natural Language},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {6547--6568},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.361},
  doi          = {10.18653/V1/2023.ACL-LONG.361},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/KazemiKBXR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PryorYLKRBG23,
  author       = {Connor Pryor and
                  Quan Yuan and
                  Jeremiah Z. Liu and
                  Mehran Kazemi and
                  Deepak Ramachandran and
                  Tania Bedrax{-}Weiss and
                  Lise Getoor},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Using Domain Knowledge to Guide Dialog Structure Induction via Neural
                  Probabilistic Soft Logic},
  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
                  July 9-14, 2023},
  pages        = {7631--7652},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.acl-long.422},
  doi          = {10.18653/V1/2023.ACL-LONG.422},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/PryorYLKRBG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuDLYLR23,
  author       = {Jeremiah Zhe Liu and
                  Krishnamurthy (Dj) Dvijotham and
                  Jihyeon Lee and
                  Quan Yuan and
                  Balaji Lakshminarayanan and
                  Deepak Ramachandran},
  title        = {Pushing the Accuracy-Group Robustness Frontier with Introspective
                  Self-play},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=MofT9KEF0kw},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LiuDLYLR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SilwalANMRK23,
  author       = {Sandeep Silwal and
                  Sara Ahmadian and
                  Andrew Nystrom and
                  Andrew McCallum and
                  Deepak Ramachandran and
                  Seyed Mehran Kazemi},
  title        = {KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong
                  Signals},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=p0JSSa1AuV},
  timestamp    = {Fri, 30 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/SilwalANMRK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NobleVXR23,
  author       = {Isaac Noble and
                  Ivan Vendrov and
                  Xin Xu and
                  Deepak Ramachandran},
  editor       = {Federico Bianchi and
                  Patrick John Chia and
                  Ciro Greco and
                  Claudio Pomo and
                  Gabriel de Souza P. Moreira and
                  Davide Eynard and
                  Fahd Husain and
                  Jacopo Tagliabue},
  title        = {Realistic but Non-Identifiable Synthetic User Data Generation},
  booktitle    = {Proceedings of EvalRS: {A} Rounded Evaluation Of Recommender Systems
                  2023 co-located with 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining {(SIGKDD} 2023), Long Beach,CA, USA, August 7, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3450},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3450/paper1.pdf},
  timestamp    = {Mon, 28 Aug 2023 17:23:07 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/NobleVXR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KazemiYBKXIR23,
  author       = {Mehran Kazemi and
                  Quan Yuan and
                  Deepti Bhatia and
                  Najoung Kim and
                  Xin Xu and
                  Vaiva Imbrasaite and
                  Deepak Ramachandran},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {BoardgameQA: {A} Dataset for Natural Language Reasoning with Contradictory
                  Information},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/7adce80e86aa841490e6307109094de5-Abstract-Datasets\_and\_Benchmarks.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/KazemiYBKXIR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sustainlp/SilwalANMRK23,
  author       = {Sandeep Silwal and
                  Sara Ahmadian and
                  Andrew Nystrom and
                  Andrew McCallum and
                  Deepak Ramachandran and
                  Seyed Mehran Kazemi},
  editor       = {Nafise Sadat Moosavi and
                  Iryna Gurevych and
                  Yufang Hou and
                  Gyuwan Kim and
                  Young Jin Kim and
                  Tal Schuster and
                  Ameeta Agrawal},
  title        = {KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong
                  Signals},
  booktitle    = {Proceedings of The Fourth Workshop on Simple and Efficient Natural
                  Language Processing, SustaiNLP 2023, Toronto, Canada (Hybrid), July
                  13, 2023},
  pages        = {1--31},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.sustainlp-1.1},
  doi          = {10.18653/V1/2023.SUSTAINLP-1.1},
  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sustainlp/SilwalANMRK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11293,
  author       = {Mehran Kazemi and
                  Sid Mittal and
                  Deepak Ramachandran},
  title        = {Understanding Finetuning for Factual Knowledge Extraction from Language
                  Models},
  journal      = {CoRR},
  volume       = {abs/2301.11293},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.11293},
  doi          = {10.48550/ARXIV.2301.11293},
  eprinttype    = {arXiv},
  eprint       = {2301.11293},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-11293.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05807,
  author       = {Jeremiah Zhe Liu and
                  Krishnamurthy (Dj) Dvijotham and
                  Jihyeon Lee and
                  Quan Yuan and
                  Martin Strobel and
                  Balaji Lakshminarayanan and
                  Deepak Ramachandran},
  title        = {Pushing the Accuracy-Group Robustness Frontier with Introspective
                  Self-play},
  journal      = {CoRR},
  volume       = {abs/2302.05807},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.05807},
  doi          = {10.48550/ARXIV.2302.05807},
  eprinttype    = {arXiv},
  eprint       = {2302.05807},
  timestamp    = {Sun, 19 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-05807.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07934,
  author       = {Mehran Kazemi and
                  Quan Yuan and
                  Deepti Bhatia and
                  Najoung Kim and
                  Xin Xu and
                  Vaiva Imbrasaite and
                  Deepak Ramachandran},
  title        = {BoardgameQA: {A} Dataset for Natural Language Reasoning with Contradictory
                  Information},
  journal      = {CoRR},
  volume       = {abs/2306.07934},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.07934},
  doi          = {10.48550/ARXIV.2306.07934},
  eprinttype    = {arXiv},
  eprint       = {2306.07934},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-07934.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15299,
  author       = {Quan Yuan and
                  Mehran Kazemi and
                  Xin Xu and
                  Isaac Noble and
                  Vaiva Imbrasaite and
                  Deepak Ramachandran},
  title        = {TaskLAMA: Probing the Complex Task Understanding of Language Models},
  journal      = {CoRR},
  volume       = {abs/2308.15299},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.15299},
  doi          = {10.48550/ARXIV.2308.15299},
  eprinttype    = {arXiv},
  eprint       = {2308.15299},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-15299.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04475,
  author       = {Guy Tennenholtz and
                  Yinlam Chow and
                  Chih{-}Wei Hsu and
                  Jihwan Jeong and
                  Lior Shani and
                  Azamat Tulepbergenov and
                  Deepak Ramachandran and
                  Martin Mladenov and
                  Craig Boutilier},
  title        = {Demystifying Embedding Spaces using Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2310.04475},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.04475},
  doi          = {10.48550/ARXIV.2310.04475},
  eprinttype    = {arXiv},
  eprint       = {2310.04475},
  timestamp    = {Fri, 20 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-04475.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00203,
  author       = {Senjuti Dutta and
                  Sid Mittal and
                  Sherol Chen and
                  Deepak Ramachandran and
                  Ravi Rajakumar and
                  Ian Kivlichan and
                  Sunny Mak and
                  Alena Butryna and
                  Praveen K. Paritosh},
  title        = {Modeling subjectivity (by Mimicking Annotator Annotation) in toxic
                  comment identification across diverse communities},
  journal      = {CoRR},
  volume       = {abs/2311.00203},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.00203},
  doi          = {10.48550/ARXIV.2311.00203},
  eprinttype    = {arXiv},
  eprint       = {2311.00203},
  timestamp    = {Tue, 07 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-00203.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09244,
  author       = {Jacob Eisenstein and
                  Chirag Nagpal and
                  Alekh Agarwal and
                  Ahmad Beirami and
                  Alex D'Amour and
                  Dj Dvijotham and
                  Adam Fisch and
                  Katherine A. Heller and
                  Stephen Pfohl and
                  Deepak Ramachandran and
                  Peter Shaw and
                  Jonathan Berant},
  title        = {Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate
                  Reward Hacking},
  journal      = {CoRR},
  volume       = {abs/2312.09244},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.09244},
  doi          = {10.48550/ARXIV.2312.09244},
  eprinttype    = {arXiv},
  eprint       = {2312.09244},
  timestamp    = {Tue, 09 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-09244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10240,
  author       = {Youwei Liang and
                  Junfeng He and
                  Gang Li and
                  Peizhao Li and
                  Arseniy Klimovskiy and
                  Nicholas Carolan and
                  Jiao Sun and
                  Jordi Pont{-}Tuset and
                  Sarah Young and
                  Feng Yang and
                  Junjie Ke and
                  Krishnamurthy Dj Dvijotham and
                  Katie Collins and
                  Yiwen Luo and
                  Yang Li and
                  Kai J. Kohlhoff and
                  Deepak Ramachandran and
                  Vidhya Navalpakkam},
  title        = {Rich Human Feedback for Text-to-Image Generation},
  journal      = {CoRR},
  volume       = {abs/2312.10240},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.10240},
  doi          = {10.48550/ARXIV.2312.10240},
  eprinttype    = {arXiv},
  eprint       = {2312.10240},
  timestamp    = {Mon, 15 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-10240.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16720,
  author       = {Siddhartha Datta and
                  Alexander Ku and
                  Deepak Ramachandran and
                  Peter Anderson},
  title        = {Prompt Expansion for Adaptive Text-to-Image Generation},
  journal      = {CoRR},
  volume       = {abs/2312.16720},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.16720},
  doi          = {10.48550/ARXIV.2312.16720},
  eprinttype    = {arXiv},
  eprint       = {2312.16720},
  timestamp    = {Thu, 18 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-16720.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RadlinskiBRV22,
  author       = {Filip Radlinski and
                  Craig Boutilier and
                  Deepak Ramachandran and
                  Ivan Vendrov},
  title        = {Subjective Attributes in Conversational Recommendation Systems: Challenges
                  and Opportunities},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {12287--12293},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i11.21492},
  doi          = {10.1609/AAAI.V36I11.21492},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/RadlinskiBRV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AlbalakTJPYRGPW22,
  author       = {Alon Albalak and
                  Yi{-}Lin Tuan and
                  Pegah Jandaghi and
                  Connor Pryor and
                  Luke Yoffe and
                  Deepak Ramachandran and
                  Lise Getoor and
                  Jay Pujara and
                  William Yang Wang},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {{FETA:} {A} Benchmark for Few-Sample Task Transfer in Open-Domain
                  Dialogue},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {10936--10953},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.751},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.751},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/AlbalakTJPYRGPW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GopfertCHVLRB22,
  author       = {Christina G{\"{o}}pfert and
                  Yinlam Chow and
                  Chih{-}Wei Hsu and
                  Ivan Vendrov and
                  Tyler Lu and
                  Deepak Ramachandran and
                  Craig Boutilier},
  editor       = {Fr{\'{e}}d{\'{e}}rique Laforest and
                  Rapha{\"{e}}l Troncy and
                  Elena Simperl and
                  Deepak Agarwal and
                  Aristides Gionis and
                  Ivan Herman and
                  Lionel M{\'{e}}dini},
  title        = {Discovering Personalized Semantics for Soft Attributes in Recommender
                  Systems using Concept Activation Vectors},
  booktitle    = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
                  April 25 - 29, 2022},
  pages        = {2411--2421},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3485447.3512113},
  doi          = {10.1145/3485447.3512113},
  timestamp    = {Thu, 23 Jun 2022 19:54:34 +0200},
  biburl       = {https://dblp.org/rec/conf/www/GopfertCHVLRB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/tl4nlp/2022,
  editor       = {Alon Albalak and
                  Chunting Zhou and
                  Colin Raffel and
                  Deepak Ramachandran and
                  Sebastian Ruder and
                  Xuezhe Ma},
  title        = {Transfer Learning for Natural Language Processing Workshop, 03 December
                  2022, New Orleans, Louisiana, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {203},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v203/},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/tl4nlp/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02830,
  author       = {Christina G{\"{o}}pfert and
                  Yinlam Chow and
                  Chih{-}Wei Hsu and
                  Ivan Vendrov and
                  Tyler Lu and
                  Deepak Ramachandran and
                  Craig Boutilier},
  title        = {Discovering Personalized Semantics for Soft Attributes in Recommender
                  Systems using Concept Activation Vectors},
  journal      = {CoRR},
  volume       = {abs/2202.02830},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.02830},
  eprinttype    = {arXiv},
  eprint       = {2202.02830},
  timestamp    = {Wed, 09 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-02830.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06262,
  author       = {Alon Albalak and
                  Yi{-}Lin Tuan and
                  Pegah Jandaghi and
                  Connor Pryor and
                  Luke Yoffe and
                  Deepak Ramachandran and
                  Lise Getoor and
                  Jay Pujara and
                  William Yang Wang},
  title        = {{FETA:} {A} Benchmark for Few-Sample Task Transfer in Open-Domain
                  Dialogue},
  journal      = {CoRR},
  volume       = {abs/2205.06262},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.06262},
  doi          = {10.48550/ARXIV.2205.06262},
  eprinttype    = {arXiv},
  eprint       = {2205.06262},
  timestamp    = {Tue, 17 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-06262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10403,
  author       = {Seyed Mehran Kazemi and
                  Anton Tsitsulin and
                  Hossein Esfandiari and
                  MohammadHossein Bateni and
                  Deepak Ramachandran and
                  Bryan Perozzi and
                  Vahab S. Mirrokni},
  title        = {Tackling Provably Hard Representative Selection via Graph Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2205.10403},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.10403},
  doi          = {10.48550/ARXIV.2205.10403},
  eprinttype    = {arXiv},
  eprint       = {2205.10403},
  timestamp    = {Mon, 30 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-10403.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13894,
  author       = {Seyed Mehran Kazemi and
                  Najoung Kim and
                  Deepti Bhatia and
                  Xin Xu and
                  Deepak Ramachandran},
  title        = {{LAMBADA:} Backward Chaining for Automated Reasoning in Natural Language},
  journal      = {CoRR},
  volume       = {abs/2212.13894},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.13894},
  doi          = {10.48550/ARXIV.2212.13894},
  eprinttype    = {arXiv},
  eprint       = {2212.13894},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-13894.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KimPAR20,
  author       = {Najoung Kim and
                  Ellie Pavlick and
                  Burcu Karagol Ayan and
                  Deepak Ramachandran},
  editor       = {Chengqing Zong and
                  Fei Xia and
                  Wenjie Li and
                  Roberto Navigli},
  title        = {Which Linguist Invented the Lightbulb? Presupposition Verification
                  for Question-Answering},
  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational
                  Linguistics and the 11th International Joint Conference on Natural
                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
                  Event, August 1-6, 2021},
  pages        = {3932--3945},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.acl-long.304},
  doi          = {10.18653/V1/2021.ACL-LONG.304},
  timestamp    = {Mon, 09 Aug 2021 16:25:37 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/KimPAR20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00391,
  author       = {Najoung Kim and
                  Ellie Pavlick and
                  Burcu Karagol Ayan and
                  Deepak Ramachandran},
  title        = {Which Linguist Invented the Lightbulb? Presupposition Verification
                  for Question-Answering},
  journal      = {CoRR},
  volume       = {abs/2101.00391},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.00391},
  eprinttype    = {arXiv},
  eprint       = {2101.00391},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-00391.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BangBBCCCCCDDEF20,
  author       = {Grace Bang and
                  Guy Barash and
                  Ryan Beal and
                  Jacques Cal{\`{\i}} and
                  Mauricio Castillo{-}Effen and
                  Xin Cynthia Chen and
                  Niyati Chhaya and
                  Rachel Cummings and
                  Rohan Dhoopar and
                  Sebastijan Dumancic and
                  Hu{\'{a}}scar Espinoza and
                  Eitan Farchi and
                  Ferdinando Fioretto and
                  Raquel Fuentetaja and
                  Christopher William Geib and
                  Odd Erik Gundersen and
                  Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
                  Xiaowei Huang and
                  Kokil Jaidka and
                  Sarah Keren and
                  Seokhwan Kim and
                  Michel Galley and
                  Xiaomo Liu and
                  Tyler Lu and
                  Zhiqiang Ma and
                  Richard Mallah and
                  John A. McDermid and
                  Martin Michalowski and
                  Reuth Mirsky and
                  Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh and
                  Deepak Ramachandran and
                  Javier Segovia Aguas and
                  Onn Shehory and
                  Arash Shaban{-}Nejad and
                  Vered Shwartz and
                  Siddharth Srivastava and
                  Kartik Talamadupula and
                  Jian Tang and
                  Pascal Van Hentenryck and
                  Dell Zhang and
                  Jian Zhang},
  title        = {The Association for the Advancement of Artificial Intelligence 2020
                  Workshop Program},
  journal      = {{AI} Mag.},
  volume       = {41},
  number       = {4},
  pages        = {100--114},
  year         = {2020},
  url          = {https://doi.org/10.1609/aimag.v41i4.7398},
  doi          = {10.1609/AIMAG.V41I4.7398},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aim/BangBBCCCCCDDEF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blackboxnlp/ZhangRTER20,
  author       = {Xikun Zhang and
                  Deepak Ramachandran and
                  Ian Tenney and
                  Yanai Elazar and
                  Dan Roth},
  editor       = {Afra Alishahi and
                  Yonatan Belinkov and
                  Grzegorz Chrupala and
                  Dieuwke Hupkes and
                  Yuval Pinter and
                  Hassan Sajjad},
  title        = {Do Language Embeddings capture Scales?},
  booktitle    = {Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting
                  Neural Networks for NLP, BlackboxNLP@EMNLP 2020, Online, November
                  2020},
  pages        = {292--299},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.blackboxnlp-1.27},
  doi          = {10.18653/V1/2020.BLACKBOXNLP-1.27},
  timestamp    = {Fri, 15 Sep 2023 14:10:05 +0200},
  biburl       = {https://dblp.org/rec/conf/blackboxnlp/ZhangRTER20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001RTER20,
  author       = {Xikun Zhang and
                  Deepak Ramachandran and
                  Ian Tenney and
                  Yanai Elazar and
                  Dan Roth},
  editor       = {Trevor Cohn and
                  Yulan He and
                  Yang Liu},
  title        = {Do Language Embeddings capture Scales?},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2020, Online Event, 16-20 November 2020},
  series       = {Findings of {ACL}},
  volume       = {{EMNLP} 2020},
  pages        = {4889--4896},
  publisher    = {Association for Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.findings-emnlp.439},
  doi          = {10.18653/V1/2020.FINDINGS-EMNLP.439},
  timestamp    = {Wed, 23 Mar 2022 10:11:55 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/0001RTER20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05345,
  author       = {Xikun Zhang and
                  Deepak Ramachandran and
                  Ian Tenney and
                  Yanai Elazar and
                  Dan Roth},
  title        = {Do Language Embeddings Capture Scales?},
  journal      = {CoRR},
  volume       = {abs/2010.05345},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.05345},
  eprinttype    = {arXiv},
  eprint       = {2010.05345},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-05345.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ElazarMRBR19,
  author       = {Yanai Elazar and
                  Abhijit Mahabal and
                  Deepak Ramachandran and
                  Tania Bedrax{-}Weiss and
                  Dan Roth},
  editor       = {Anna Korhonen and
                  David R. Traum and
                  Llu{\'{\i}}s M{\`{a}}rquez},
  title        = {How Large Are Lions? Inducing Distributions over Quantitative Attributes},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
                  Volume 1: Long Papers},
  pages        = {3973--3983},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-1388},
  doi          = {10.18653/V1/P19-1388},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ElazarMRBR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01327,
  author       = {Yanai Elazar and
                  Abhijit Mahabal and
                  Deepak Ramachandran and
                  Tania Bedrax{-}Weiss and
                  Dan Roth},
  title        = {How Large Are Lions? Inducing Distributions over Quantitative Attributes},
  journal      = {CoRR},
  volume       = {abs/1906.01327},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.01327},
  eprinttype    = {arXiv},
  eprint       = {1906.01327},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-01327.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/YehRDRJPPLTBME15,
  author       = {Peter Z. Yeh and
                  Deepak Ramachandran and
                  Benjamin Douglas and
                  Adwait Ratnaparkhi and
                  William Jarrold and
                  Ronald Provine and
                  Peter F. Patel{-}Schneider and
                  Stephen Laverty and
                  Nirvana Tikku and
                  Sean Brown and
                  Jeremy Mendel and
                  Adam Emfield},
  title        = {An End-to-End Conversational Second Screen Application for {TV} Program
                  Discovery},
  journal      = {{AI} Mag.},
  volume       = {36},
  number       = {3},
  pages        = {73--89},
  year         = {2015},
  url          = {https://doi.org/10.1609/aimag.v36i3.2604},
  doi          = {10.1609/AIMAG.V36I3.2604},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/YehRDRJPPLTBME15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/RamachandranR15,
  author       = {Deepak Ramachandran and
                  Adwait Ratnaparkhi},
  title        = {Belief Tracking with Stacked Relational Trees},
  booktitle    = {Proceedings of the {SIGDIAL} 2015 Conference, The 16th Annual Meeting
                  of the Special Interest Group on Discourse and Dialogue, 2-4 September
                  2015, Prague, Czech Republic},
  pages        = {68--76},
  publisher    = {The Association for Computer Linguistics},
  year         = {2015},
  url          = {https://doi.org/10.18653/v1/w15-4609},
  doi          = {10.18653/V1/W15-4609},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdial/RamachandranR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/RamachandranFPY15,
  author       = {Deepak Ramachandran and
                  Mark A. Fanty and
                  Ronald Provine and
                  Peter Z. Yeh and
                  William Jarrold and
                  Adwait Ratnaparkhi and
                  Benjamin Douglas},
  title        = {A {TV} Program Discovery Dialog System using recommendations},
  booktitle    = {Proceedings of the {SIGDIAL} 2015 Conference, The 16th Annual Meeting
                  of the Special Interest Group on Discourse and Dialogue, 2-4 September
                  2015, Prague, Czech Republic},
  pages        = {435--437},
  publisher    = {The Association for Computer Linguistics},
  year         = {2015},
  url          = {https://doi.org/10.18653/v1/w15-4659},
  doi          = {10.18653/V1/W15-4659},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdial/RamachandranFPY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/WilliamsHRTBR14,
  author       = {Jason D. Williams and
                  Matthew Henderson and
                  Antoine Raux and
                  Blaise Thomson and
                  Alan W. Black and
                  Deepak Ramachandran},
  title        = {The Dialog State Tracking Challenge Series},
  journal      = {{AI} Mag.},
  volume       = {35},
  number       = {4},
  pages        = {121--124},
  year         = {2014},
  url          = {https://doi.org/10.1609/aimag.v35i4.2558},
  doi          = {10.1609/AIMAG.V35I4.2558},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aim/WilliamsHRTBR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YehDJRRPLTBM14,
  author       = {Peter Z. Yeh and
                  Benjamin Douglas and
                  William Jarrold and
                  Adwait Ratnaparkhi and
                  Deepak Ramachandran and
                  Peter F. Patel{-}Schneider and
                  Stephen Laverty and
                  Nirvana Tikku and
                  Sean Brown and
                  Jeremy Mendel},
  editor       = {Carla E. Brodley and
                  Peter Stone},
  title        = {A Speech-Driven Second Screen Application for {TV} Program Discovery},
  booktitle    = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
                  July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
  pages        = {3010--3016},
  publisher    = {{AAAI} Press},
  year         = {2014},
  url          = {https://doi.org/10.1609/aaai.v28i2.19026},
  doi          = {10.1609/AAAI.V28I2.19026},
  timestamp    = {Mon, 04 Sep 2023 15:06:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YehDJRRPLTBM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/RamachandranYJD14,
  author       = {Deepak Ramachandran and
                  Peter Z. Yeh and
                  William Jarrold and
                  Benjamin Douglas and
                  Adwait Ratnaparkhi and
                  Ronald Provine and
                  Jeremy Mendel and
                  Adam Emfield},
  title        = {An end-to-end dialog system for {TV} program discovery},
  booktitle    = {2014 {IEEE} Spoken Language Technology Workshop, {SLT} 2014, South
                  Lake Tahoe, NV, USA, December 7-10, 2014},
  pages        = {602--607},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/SLT.2014.7078642},
  doi          = {10.1109/SLT.2014.7078642},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/slt/RamachandranYJD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/RamachandranKGR13,
  author       = {Deepak Ramachandran and
                  Igor V. Karpov and
                  Rakesh Gupta and
                  Antoine Raux},
  title        = {Driver familiarity modeling for generating navigation directions},
  booktitle    = {16th International {IEEE} Conference on Intelligent Transportation
                  Systems, {ITSC} 2013, The Hague, The Netherlands, October 6-9, 2013},
  pages        = {2193--2200},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ITSC.2013.6728553},
  doi          = {10.1109/ITSC.2013.6728553},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/RamachandranKGR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/WilliamsRRB13,
  author       = {Jason D. Williams and
                  Antoine Raux and
                  Deepak Ramachandran and
                  Alan W. Black},
  title        = {The Dialog State Tracking Challenge},
  booktitle    = {Proceedings of the {SIGDIAL} 2013 Conference, The 14th Annual Meeting
                  of the Special Interest Group on Discourse and Dialogue, 22-24 August
                  2013, SUPELEC, Metz, France},
  pages        = {404--413},
  publisher    = {The Association for Computer Linguistics},
  year         = {2013},
  url          = {https://aclanthology.org/W13-4065/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdial/WilliamsRRB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VogelRGR12,
  author       = {Adam Vogel and
                  Deepak Ramachandran and
                  Rakesh Gupta and
                  Antoine Raux},
  editor       = {J{\"{o}}rg Hoffmann and
                  Bart Selman},
  title        = {Improving Hybrid Vehicle Fuel Efficiency Using Inverse Reinforcement
                  Learning},
  booktitle    = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
                  July 22-26, 2012, Toronto, Ontario, Canada},
  pages        = {384--390},
  publisher    = {{AAAI} Press},
  year         = {2012},
  url          = {https://doi.org/10.1609/aaai.v26i1.8175},
  doi          = {10.1609/AAAI.V26I1.8175},
  timestamp    = {Mon, 04 Sep 2023 15:56:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/VogelRGR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/MaRRG12,
  author       = {Yi Ma and
                  Antoine Raux and
                  Deepak Ramachandran and
                  Rakesh Gupta},
  title        = {Landmark-Based Location Belief Tracking in a Spoken Dialog System},
  booktitle    = {Proceedings of the {SIGDIAL} 2012 Conference, The 13th Annual Meeting
                  of the Special Interest Group on Discourse and Dialogue, 5-6 July
                  2012, Seoul National University, Seoul, South Korea},
  pages        = {169--178},
  publisher    = {The Association for Computer Linguistics},
  year         = {2012},
  url          = {https://aclanthology.org/W12-1624/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdial/MaRRG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Ramachandran11,
  author       = {Deepak Ramachandran},
  title        = {Knowledge and Ignorance in Reinforcement Learning},
  school       = {University of Illinois Urbana-Champaign, {USA}},
  year         = {2011},
  url          = {https://hdl.handle.net/2142/24337},
  timestamp    = {Fri, 13 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Ramachandran11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/RauxMRG10,
  author       = {Antoine Raux and
                  Neville Mehta and
                  Deepak Ramachandran and
                  Rakesh Gupta},
  editor       = {Takao Kobayashi and
                  Keikichi Hirose and
                  Satoshi Nakamura},
  title        = {Dynamic language modeling using Bayesian networks for spoken dialog
                  systems},
  booktitle    = {{INTERSPEECH} 2010, 11th Annual Conference of the International Speech
                  Communication Association, Makuhari, Chiba, Japan, September 26-30,
                  2010},
  pages        = {3030--3033},
  publisher    = {{ISCA}},
  year         = {2010},
  url          = {https://doi.org/10.21437/Interspeech.2010-52},
  doi          = {10.21437/INTERSPEECH.2010-52},
  timestamp    = {Fri, 23 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/interspeech/RauxMRG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/MehtaGRRK10,
  author       = {Neville Mehta and
                  Rakesh Gupta and
                  Antoine Raux and
                  Deepak Ramachandran and
                  Stefan Krawczyk},
  editor       = {Raquel Fern{\'{a}}ndez and
                  Yasuhiro Katagiri and
                  Kazunori Komatani and
                  Oliver Lemon and
                  Mikio Nakano},
  title        = {Probabilistic Ontology Trees for Belief Tracking in Dialog Systems},
  booktitle    = {Proceedings of the {SIGDIAL} 2010 Conference, The 11th Annual Meeting
                  of the Special Interest Group on Discourse and Dialogue, 24-15 September
                  2010, Tokyo, Japan},
  pages        = {37--46},
  publisher    = {The Association for Computer Linguistics},
  year         = {2010},
  url          = {https://aclanthology.org/W10-4306/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigdial/MehtaGRRK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RamachandranG09,
  author       = {Deepak Ramachandran and
                  Rakesh Gupta},
  title        = {Smoothed Sarsa: Reinforcement learning for robot delivery tasks},
  booktitle    = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
                  2009, Kobe, Japan, May 12-17, 2009},
  pages        = {2125--2132},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ROBOT.2009.5152707},
  doi          = {10.1109/ROBOT.2009.5152707},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/RamachandranG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/hci/KwanR09,
  author       = {Ming Kwan and
                  Deepak Ramachandran},
  editor       = {Jennifer Golbeck},
  title        = {Trust and Online Reputation Systems},
  booktitle    = {Computing with Social Trust},
  series       = {Human-Computer Interaction Series},
  pages        = {287--311},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-1-84800-356-9\_11},
  doi          = {10.1007/978-1-84800-356-9\_11},
  timestamp    = {Sun, 02 Jun 2019 20:42:15 +0200},
  biburl       = {https://dblp.org/rec/series/hci/KwanR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LoeffFR08,
  author       = {Nicolas Loeff and
                  David A. Forsyth and
                  Deepak Ramachandran},
  editor       = {William W. Cohen and
                  Andrew McCallum and
                  Sam T. Roweis},
  title        = {ManifoldBoost: stagewise function approximation for fully-, semi-
                  and un-supervised learning},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
                  {(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {307},
  pages        = {600--607},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1390156.1390232},
  doi          = {10.1145/1390156.1390232},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LoeffFR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Ramachandran07,
  author       = {Deepak Ramachandran},
  title        = {Using Common Sense for Decision Making in an Adventure Game},
  booktitle    = {Logical Formalizations of Commonsense Reasoning, Papers from the 2007
                  {AAAI} Spring Symposium, Technical Report SS-07-05, Stanford, California,
                  USA, March 26-28, 2007},
  pages        = {138--143},
  publisher    = {{AAAI}},
  year         = {2007},
  url          = {http://www.aaai.org/Library/Symposia/Spring/2007/ss07-05-024.php},
  timestamp    = {Fri, 17 Feb 2012 14:14:44 +0100},
  biburl       = {https://dblp.org/rec/conf/aaaiss/Ramachandran07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RamachandranA07,
  author       = {Deepak Ramachandran and
                  Eyal Amir},
  editor       = {Manuela M. Veloso},
  title        = {Bayesian Inverse Reinforcement Learning},
  booktitle    = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
                  on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
  pages        = {2586--2591},
  year         = {2007},
  url          = {http://ijcai.org/Proceedings/07/Papers/416.pdf},
  timestamp    = {Tue, 20 Aug 2019 16:17:11 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RamachandranA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEscc/RamachandranBCKS06,
  author       = {Deepak Ramachandran and
                  Neil H. Boyette and
                  Isaac K. Cheng and
                  Vikas Krishna and
                  Savitha Srinivasan},
  title        = {Towards Scaleable and Adaptive Document Routing Services},
  booktitle    = {2006 {IEEE} International Conference on Services Computing {(SCC}
                  2006), 18-22 September 2006, Chicago, Illinois, {USA}},
  pages        = {311--314},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/SCC.2006.108},
  doi          = {10.1109/SCC.2006.108},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEscc/RamachandranBCKS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RamachandranA05,
  author       = {Deepak Ramachandran and
                  Eyal Amir},
  editor       = {Manuela M. Veloso and
                  Subbarao Kambhampati},
  title        = {Compact Propositional Encodings of First-Order Theories},
  booktitle    = {Proceedings, The Twentieth National Conference on Artificial Intelligence
                  and the Seventeenth Innovative Applications of Artificial Intelligence
                  Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
  pages        = {340--345},
  publisher    = {{AAAI} Press / The {MIT} Press},
  year         = {2005},
  url          = {http://www.aaai.org/Library/AAAI/2005/aaai05-054.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/RamachandranA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RamachandranA05,
  author       = {Deepak Ramachandran and
                  Eyal Amir},
  editor       = {Leslie Pack Kaelbling and
                  Alessandro Saffiotti},
  title        = {Compact Propositional Encodings of First-Order Theories},
  booktitle    = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
                  on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
                  5, 2005},
  pages        = {1579--1580},
  publisher    = {Professional Book Center},
  year         = {2005},
  url          = {http://ijcai.org/Proceedings/05/Papers/post-0452.pdf},
  timestamp    = {Tue, 20 Aug 2019 16:16:29 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/RamachandranA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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