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Books and Theses
- 2016
[b1]Karl Stratos:
Spectral Methods for Natural Language Processing. Columbia University, USA, 2016
Journal Articles
- 2023
- [j5]Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk:
Improving Multitask Retrieval by Promoting Task Specialization. Trans. Assoc. Comput. Linguistics 11: 1201-1212 (2023) - 2017
- [j4]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
A Framework for pre-training hidden-unit conditional random fields and its extension to long short term memory networks. Comput. Speech Lang. 46: 311-326 (2017) - 2016
- [j3]Vicente Ordonez, Xufeng Han, Polina Kuznetsova, Girish Kulkarni, Margaret Mitchell, Kota Yamaguchi
, Karl Stratos, Amit Goyal, Jesse Dodge, Alyssa C. Mensch, Hal Daumé III, Alexander C. Berg, Yejin Choi, Tamara L. Berg:
Large Scale Retrieval and Generation of Image Descriptions. Int. J. Comput. Vis. 119(1): 46-59 (2016) - [j2]Karl Stratos, Michael Collins, Daniel J. Hsu:
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models. Trans. Assoc. Comput. Linguistics 4: 245-257 (2016) - 2014
- [j1]Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar:
Spectral learning of latent-variable PCFGs: algorithms and sample complexity. J. Mach. Learn. Res. 15(1): 2399-2449 (2014)
Conference and Workshop Papers
- 2024
- [c42]Govind Krishnan Gangadhar, Karl Stratos:
Model Editing by Standard Fine-Tuning. ACL (Findings) 2024: 5907-5913 - 2023
- [c41]Wenzheng Zhang, Sam Wiseman, Karl Stratos:
Seq2seq is All You Need for Coreference Resolution. EMNLP 2023: 11493-11504 - 2022
- [c40]Wenzheng Zhang, Wenyue Hua, Karl Stratos:
EntQA: Entity Linking as Question Answering. ICLR 2022 - 2021
- [c39]Zewei Chu, Karl Stratos, Kevin Gimpel:
Unsupervised Label Refinement Improves Dataless Text Classification. ACL/IJCNLP (Findings) 2021: 4165-4178 - [c38]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL 2021: 28-37 - [c37]Zewei Chu, Karl Stratos, Kevin Gimpel:
NATCAT: Weakly Supervised Text Classification with Naturally Annotated Resources. AKBC 2021 - [c36]Sam Wiseman, Arturs Backurs, Karl Stratos:
Data-to-text Generation by Splicing Together Nearest Neighbors. EMNLP (1) 2021: 4283-4299 - [c35]Wenzheng Zhang, Karl Stratos:
Understanding Hard Negatives in Noise Contrastive Estimation. NAACL-HLT 2021: 1090-1101 - 2020
- [c34]Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu:
Discrete Latent Variable Representations for Low-Resource Text Classification. ACL 2020: 4831-4842 - [c33]David McAllester, Karl Stratos:
Formal Limitations on the Measurement of Mutual Information. AISTATS 2020: 875-884 - [c32]Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel:
Mining Knowledge for Natural Language Inference from Wikipedia Categories. EMNLP (Findings) 2020: 3500-3511 - [c31]Karl Stratos, Sam Wiseman:
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. ICML 2020: 9144-9154 - 2019
- [c30]Sam Wiseman, Karl Stratos:
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. ACL (1) 2019: 5363-5369 - [c29]Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel:
EntEval: A Holistic Evaluation Benchmark for Entity Representations. EMNLP/IJCNLP (1) 2019: 421-433 - [c28]Karl Stratos:
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction. NAACL-HLT (1) 2019: 1095-1104 - 2017
- [c27]Young-Bum Kim, Karl Stratos, Dongchan Kim:
Domain Attention with an Ensemble of Experts. ACL (1) 2017: 643-653 - [c26]Young-Bum Kim, Karl Stratos, Dongchan Kim:
Adversarial Adaptation of Synthetic or Stale Data. ACL (1) 2017: 1297-1307 - [c25]Young-Bum Kim, Sungjin Lee, Karl Stratos:
ONENET: Joint domain, intent, slot prediction for spoken language understanding. ASRU 2017: 547-553 - [c24]Karl Stratos:
Entity Identification as Multitasking. SPNLP@EMNLP 2017: 7-11 - [c23]Karl Stratos:
Reconstruction of Word Embeddings from Sub-Word Parameters. SWCN@EMNLP 2017: 130-135 - [c22]Karl Stratos:
A Sub-Character Architecture for Korean Language Processing. EMNLP 2017: 721-726 - 2016
- [c21]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Scalable Semi-Supervised Query Classification Using Matrix Sketching. ACL (2) 2016 - [c20]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Frustratingly Easy Neural Domain Adaptation. COLING 2016: 387-396 - [c19]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Domainless Adaptation by Constrained Decoding on a Schema Lattice. COLING 2016: 2051-2060 - [c18]YoungHoon Jung, Jaehwan Koo, Karl Stratos, Luca P. Carloni:
A Probabilistic Ranking Model for Audio Stream Retrieval. MARMI@ICMR 2016: 33-38 - 2015
- [c17]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Pre-training of Hidden-Unit CRFs. ACL (2) 2015: 192-198 - [c16]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong:
New Transfer Learning Techniques for Disparate Label Sets. ACL (1) 2015: 473-482 - [c15]Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya:
Compact Lexicon Selection with Spectral Methods. ACL (2) 2015: 806-811 - [c14]Karl Stratos, Michael Collins, Daniel J. Hsu:
Model-based Word Embeddings from Decompositions of Count Matrices. ACL (1) 2015: 1282-1291 - [c13]Karl Stratos, Michael Collins:
Simple Semi-Supervised POS Tagging. VS@HLT-NAACL 2015: 79-87 - [c12]Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya:
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs. HLT-NAACL 2015: 84-92 - [c11]YoungHoon Jung, Karl Stratos, Luca P. Carloni:
LN-Annote: An Alternative Approach to Information Extraction from Emails using Locally-Customized Named-Entity Recognition. WWW 2015: 538-548 - 2014
- [c10]Karl Stratos, Do-kyum Kim, Michael Collins, Daniel J. Hsu:
A Spectral Algorithm for Learning Class-Based n-gram Models of Natural Language. UAI 2014: 762-771 - 2013
- [c9]Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins:
Spectral Learning of Refinement HMMs. CoNLL 2013: 56-64 - [c8]Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar:
Spectral Learning Algorithms for Natural Language Processing. HLT-NAACL 2013: 13-15 - [c7]Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar:
Experiments with Spectral Learning of Latent-Variable PCFGs. HLT-NAACL 2013: 148-157 - 2012
- [c6]Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar:
Spectral Learning of Latent-Variable PCFGs. ACL (1) 2012: 223-231 - [c5]Alexander C. Berg, Tamara L. Berg, Hal Daumé III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi:
Understanding and predicting importance in images. CVPR 2012: 3562-3569 - [c4]Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daumé III:
Midge: Generating Image Descriptions From Computer Vision Detections. EACL 2012: 747-756 - [c3]Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daumé III, Alexander C. Berg, Tamara L. Berg:
Detecting Visual Text. HLT-NAACL 2012: 762-772 - 2011
- [c2]Lenhart K. Schubert, Jonathan Gordon, Karl Stratos, Adina Rubinoff:
Towards Adequate Knowledge and Natural Inference. AAAI Fall Symposium: Advances in Cognitive Systems 2011 - [c1]Karl Stratos, Lenhart K. Schubert, Jonathan Gordon:
Episodic Logic: Natural Logic + Reasoning. KEOD 2011: 304-310
Informal and Other Publications
- 2024
- [i21]Govind Krishnan Gangadhar, Karl Stratos:
Model Editing by Pure Fine-Tuning. CoRR abs/2402.11078 (2024) - 2023
- [i20]Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk:
Improving Multitask Retrieval by Promoting Task Specialization. CoRR abs/2307.00342 (2023) - [i19]Wenzheng Zhang, Sam Wiseman, Karl Stratos:
Seq2seq is All You Need for Coreference Resolution. CoRR abs/2310.13774 (2023) - 2021
- [i18]Sam Wiseman, Arturs Backurs, Karl Stratos:
Generating (Formulaic) Text by Splicing Together Nearest Neighbors. CoRR abs/2101.08248 (2021) - [i17]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. CoRR abs/2103.05028 (2021) - [i16]Wenzheng Zhang, Karl Stratos:
Understanding Hard Negatives in Noise Contrastive Estimation. CoRR abs/2104.06245 (2021) - [i15]Wenzheng Zhang, Wenyue Hua, Karl Stratos:
EntQA: Entity Linking as Question Answering. CoRR abs/2110.02369 (2021) - 2020
- [i14]Karl Stratos, Sam Wiseman:
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information. CoRR abs/2004.03991 (2020) - [i13]Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu:
Discrete Latent Variable Representations for Low-Resource Text Classification. CoRR abs/2006.06226 (2020) - [i12]Zewei Chu, Karl Stratos, Kevin Gimpel:
Natcat: Weakly Supervised Text Classification with Naturally Annotated Datasets. CoRR abs/2009.14335 (2020) - [i11]Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel:
Mining Knowledge for Natural Language Inference from Wikipedia Categories. CoRR abs/2010.01239 (2020) - [i10]Zewei Chu, Karl Stratos, Kevin Gimpel:
Unsupervised Label Refinement Improves Dataless Text Classification. CoRR abs/2012.04194 (2020) - [i9]Ozan Irsoy, Adrian Benton, Karl Stratos:
kōan: A Corrected CBOW Implementation. CoRR abs/2012.15332 (2020) - 2019
- [i8]Sam Wiseman, Karl Stratos:
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors. CoRR abs/1906.04225 (2019) - [i7]Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel:
EntEval: A Holistic Evaluation Benchmark for Entity Representations. CoRR abs/1909.00137 (2019) - 2018
- [i6]Young-Bum Kim, Sungjin Lee, Karl Stratos:
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding. CoRR abs/1801.05149 (2018) - [i5]Karl Stratos:
Inter-Annotator Agreement Networks. CoRR abs/1804.07849 (2018) - [i4]David McAllester, Karl Stratos:
Formal Limitations on the Measurement of Mutual Information. CoRR abs/1811.04251 (2018) - 2017
- [i3]Karl Stratos:
A Sub-Character Architecture for Korean Language Processing. CoRR abs/1707.06341 (2017) - [i2]Karl Stratos:
Reconstruction of Word Embeddings from Sub-Word Parameters. CoRR abs/1707.06957 (2017) - 2016
- [i1]Karl Stratos:
Mention2Vec: Entity Identification as Multitasking. CoRR abs/1612.02706 (2016)
Coauthor Index
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