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Carsten Eickhoff
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- affiliation: University of Tübingen, Germany
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2020 – today
- 2024
- [j14]Yuanfei Dai
, Wenzhong Guo, Carsten Eickhoff
:
Wasserstein adversarial learning based temporal knowledge graph embedding. Inf. Sci. 659: 120061 (2024) - [c91]Seyed Ali Bahrainian, Jonathan Dou, Carsten Eickhoff:
Text Simplification via Adaptive Teaching. ACL (Findings) 2024: 6574-6584 - [c90]Ruochen Zhang, Carsten Eickhoff:
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization. LREC/COLING 2024: 4113-4126 - [c89]Jack Merullo, Carsten Eickhoff, Ellie Pavlick:
Circuit Component Reuse Across Tasks in Transformer Language Models. ICLR 2024 - [c88]William Rudman, Carsten Eickhoff:
Stable Anisotropic Regularization. ICLR 2024 - [c87]Tassallah Abdullahi
, Ritambhara Singh
, Carsten Eickhoff
:
Retrieval Augmented Zero-Shot Text Classification. ICTIR 2024: 195-203 - [c86]Catherine Chen
, Carsten Eickhoff
:
Evaluating Search System Explainability with Psychometrics and Crowdsourcing. SIGIR 2024: 1051-1061 - [c85]Catherine Chen
, Jack Merullo
, Carsten Eickhoff
:
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. SIGIR 2024: 1401-1410 - [i60]Catherine Chen, Jack Merullo, Carsten Eickhoff:
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. CoRR abs/2405.02503 (2024) - [i59]Jack Merullo, Carsten Eickhoff, Ellie Pavlick:
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models. CoRR abs/2406.09519 (2024) - [i58]Tassallah Abdullahi, Ritambhara Singh, Carsten Eickhoff:
Retrieval Augmented Zero-Shot Text Classification. CoRR abs/2406.15241 (2024) - [i57]Michal Golovanevsky, William Rudman, Vedant Palit, Ritambhara Singh, Carsten Eickhoff:
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation. CoRR abs/2406.16320 (2024) - 2023
- [c84]Sofia Blinova, Xinyu Zhou, Martin Jaggi, Carsten Eickhoff, Seyed Ali Bahrainian:
SIMSUM: Document-level Text Simplification via Simultaneous Summarization. ACL (1) 2023: 9927-9944 - [c83]Maria Heuss
, Daniel Cohen
, Masoud Mansoury
, Maarten de Rijke
, Carsten Eickhoff
:
Predictive Uncertainty-based Bias Mitigation in Ranking. CIKM 2023: 762-772 - [c82]Isaac Sears, Augusto Garcia-Agundez
, George Zerveas, William Rudman, Laura Mercurio, Corey E. Ventetuolo, Adeel Abbasi, Carsten Eickhoff:
Leveraging Unlabeled Electroencephalographic Data to Predict Neurological Recovery for Comatose Patients Following Cardiac Arrest. CinC 2023: 1-4 - [c81]Deepak Kumar
, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff, Markus Schedl, Navid Rekabsaz:
Parameter-efficient Modularised Bias Mitigation via AdapterFusion. EACL 2023: 2730-2743 - [c80]George Zerveas, Navid Rekabsaz, Carsten Eickhoff:
Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors. EMNLP 2023: 10779-10803 - [c79]William Rudman, Catherine Chen
, Carsten Eickhoff:
Outlier Dimensions Encode Task Specific Knowledge. EMNLP 2023: 14596-14605 - [c78]Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick:
Linearly Mapping from Image to Text Space. ICLR 2023 - [i56]Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan:
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. CoRR abs/2301.03470 (2023) - [i55]Deepak Kumar, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff, Markus Schedl, Navid Rekabsaz:
Parameter-efficient Modularised Bias Mitigation via AdapterFusion. CoRR abs/2302.06321 (2023) - [i54]Ruochen Zhang, Carsten Eickhoff:
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization. CoRR abs/2303.04092 (2023) - [i53]Koyena Pal, Seyed Ali Bahrainian, Laura Mercurio, Carsten Eickhoff:
Neural Summarization of Electronic Health Records. CoRR abs/2305.15222 (2023) - [i52]George Zerveas, Navid Rekabsaz, Carsten Eickhoff:
Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors. CoRR abs/2305.15720 (2023) - [i51]Jack Merullo, Carsten Eickhoff, Ellie Pavlick:
Language Models Implement Simple Word2Vec-style Vector Arithmetic. CoRR abs/2305.16130 (2023) - [i50]William Rudman, Carsten Eickhoff:
Stable Anisotropic Regularization. CoRR abs/2305.19358 (2023) - [i49]Catherine Chen
, Carsten Eickhoff:
SSE: A Metric for Evaluating Search System Explainability. CoRR abs/2306.10175 (2023) - [i48]Michal Golovanevsky, Eva Schiller, Akira Nair, Ritambhara Singh, Carsten Eickhoff:
One-Versus-Others Attention: Scalable Multimodal Integration. CoRR abs/2307.05435 (2023) - [i47]Maria Heuss, Daniel Cohen, Masoud Mansoury, Maarten de Rijke, Carsten Eickhoff:
Predictive Uncertainty-based Bias Mitigation in Ranking. CoRR abs/2309.09833 (2023) - [i46]Carsten Eickhoff:
Impact Factors for Computer Science Conferences. CoRR abs/2310.08037 (2023) - [i45]Jack Merullo, Carsten Eickhoff, Ellie Pavlick:
Circuit Component Reuse Across Tasks in Transformer Language Models. CoRR abs/2310.08744 (2023) - [i44]William Rudman, Catherine Chen, Carsten Eickhoff:
Outlier Dimensions Encode Task-Specific Knowledge. CoRR abs/2310.17715 (2023) - [i43]Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff:
Controllable Topic-Focused Abstractive Summarization. CoRR abs/2311.06724 (2023) - 2022
- [j13]Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh:
Multimodal attention-based deep learning for Alzheimer's disease diagnosis. J. Am. Medical Informatics Assoc. 29(12): 2014-2022 (2022) - [j12]Chris K. Kim
, Ji Whae Choi, Zhicheng Jiao, Dongcui Wang, Jing Wu, Thomas Y. Yi, Kasey C. Halsey, Feyisope Eweje
, Thi My Linh Tran
, Chang Liu, Robin Wang
, John Sollee, Celina Hsieh, Ken Chang, Fang-Xue Yang, Ritambhara Singh, Jie-Lin Ou, Raymond Y. Huang, Cai Feng, Michael D. Feldman, Tao Liu, Ji Sheng Gong, Shaolei Lu, Carsten Eickhoff
, Xue Feng, Ihab Kamel, Ronnie Sebro, Michael Atalay, Terrance Healey, Yong Fan
, Wei-hua Liao, Jianxin Wang
, Harrison Bai
:
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data. npj Digit. Medicine 5 (2022) - [j11]Seyed Ali Bahrainian, George Zerveas, Fabio Crestani
, Carsten Eickhoff:
CATS: Customizable Abstractive Topic-based Summarization. ACM Trans. Inf. Syst. 40(1): 5:1-5:24 (2022) - [c77]Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff:
NEWTS: A Corpus for News Topic-Focused Summarization. ACL (Findings) 2022: 493-503 - [c76]William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff:
IsoScore: Measuring the Uniformity of Embedding Space Utilization. ACL (Findings) 2022: 3325-3339 - [c75]Augusto Garcia-Agundez, Carsten Eickhoff:
When BERT Fails - The Limits of EHR Classification. AMIA 2022 - [c74]William Jurayj, William Rudman, Carsten Eickhoff:
Garden Path Traversal in GPT-2. BlackboxNLP@EMNLP 2022: 305-313 - [c73]William Rudman, Jack Merullo, Laura Mercurio, Carsten Eickhoff:
ACQuA: Anomaly Classification with Quasi-Attractors. CinC 2022: 1-4 - [c72]George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff:
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking. EMNLP 2022: 10626-10644 - [c71]Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan:
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. ICMLA 2022: 1304-1311 - [c70]George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff:
Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization. SIGIR 2022: 2532-2538 - [c69]Daniel Cohen, Kevin Du, Bhaskar Mitra, Laura Mercurio, Navid Rekabsaz, Carsten Eickhoff:
Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences. SIGIR 2022: 2572-2577 - [c68]Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick:
Pretraining on Interactions for Learning Grounded Affordance Representations. *SEM@NAACL-HLT 2022: 258-277 - [i42]Yuanfei Dai, Wenzhong Guo, Carsten Eickhoff:
Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding. CoRR abs/2205.01873 (2022) - [i41]William Jurayj, William Rudman, Carsten Eickhoff:
Garden-Path Traversal within GPT-2. CoRR abs/2205.12302 (2022) - [i40]Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff:
NEWTS: A Corpus for News Topic-Focused Summarization. CoRR abs/2205.15661 (2022) - [i39]Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh:
Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis. CoRR abs/2206.08826 (2022) - [i38]Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick:
Pretraining on Interactions for Learning Grounded Affordance Representations. CoRR abs/2207.02272 (2022) - [i37]Augusto Garcia-Agundez
, Carsten Eickhoff:
When BERT Fails - The Limits of EHR Classification. CoRR abs/2208.10245 (2022) - [i36]Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick:
Linearly Mapping from Image to Text Space. CoRR abs/2209.15162 (2022) - [i35]Catherine Chen
, Carsten Eickhoff:
Evaluating Search Explainability with Psychometrics and Crowdsourcing. CoRR abs/2210.09430 (2022) - 2021
- [j10]Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff:
Drug-drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings. Briefings Bioinform. 22(4) (2021) - [c67]Sheridan Feucht, Babak Hemmatian, Rachel Avram, Alexander Wey, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman:
The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality. CogSci 2021 - [c66]Babak Hemmatian, Nathaniel Goodman, Jonathan Lee, Carsten Eickhoff, Steven A. Sloman:
Narratives of Consensus: a Decade of Reddit Discourse on Marijuana Legalization. CogSci 2021 - [c65]Alexander Wey, Babak Hemmatian, Rachel Avram, Sheridan Feucht, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman:
Can computers tell a story? Discourse Structure in Computer-generated Text and Humans. CogSci 2021 - [c64]Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff:
Self-Supervised Neural Topic Modeling. EMNLP (Findings) 2021: 3341-3350 - [c63]Oleg Lesota, Navid Rekabsaz, Daniel Cohen, Klaus Antonius Grasserbauer, Carsten Eickhoff, Markus Schedl:
A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models. ICTIR 2021: 185-195 - [c62]George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff:
A Transformer-based Framework for Multivariate Time Series Representation Learning. KDD 2021: 2114-2124 - [c61]Ruochen Zhang, Carsten Eickhoff:
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. NAACL-HLT 2021: 4325-4333 - [c60]Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff:
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models. SIGIR 2021: 654-664 - [c59]Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff:
TripClick: The Log Files of a Large Health Web Search Engine. SIGIR 2021: 2507-2513 - [i34]Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff:
TripClick: The Log Files of a Large Health Web Search Engine. CoRR abs/2103.07901 (2021) - [i33]Abdullah Ahmed, Adeel Abbasi, Carsten Eickhoff:
Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification. CoRR abs/2103.13546 (2021) - [i32]Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff:
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models. CoRR abs/2105.04651 (2021) - [i31]Ruochen Zhang, Carsten Eickhoff:
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. CoRR abs/2106.01972 (2021) - [i30]Oleg Lesota, Navid Rekabsaz, Daniel Cohen, Klaus Antonius Grasserbauer, Carsten Eickhoff, Markus Schedl:
A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models. CoRR abs/2106.13618 (2021) - [i29]Zhizhong Chen, Carsten Eickhoff:
The Cross-Lingual Arabic Information REtrieval (CLAIRE) System. CoRR abs/2107.13751 (2021) - [i28]Zhizhong Chen, Carsten Eickhoff:
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss. CoRR abs/2107.13752 (2021) - [i27]Zhizhong Chen, Carsten Eickhoff:
PoolRank: Max/Min Pooling-based Ranking Loss for Listwise Learning & Ranking Balance. CoRR abs/2108.03586 (2021) - [i26]William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff:
IsoScore: Measuring the Uniformity of Vector Space Utilization. CoRR abs/2108.07344 (2021) - [i25]Babak Hemmatian, Sheridan Feucht, Rachel Avram, Alexander Wey, Muskaan Garg, Kate Spitalnic, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman:
A Novel Corpus of Discourse Structure in Humans and Computers. CoRR abs/2111.05940 (2021) - [i24]Toni Sagayaraj, Carsten Eickhoff:
Image-Like Graph Representations for Improved Molecular Property Prediction. CoRR abs/2111.10695 (2021) - [i23]George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff:
CODER: An efficient framework for improving retrieval through COntextualized Document Embedding Reranking. CoRR abs/2112.08766 (2021) - 2020
- [j9]Nina Rank
, Boris Pfahringer
, Jörg Kempfert
, Christof Stamm, Titus Kühne
, Felix Schoenrath, Volkmar Falk
, Carsten Eickhoff
, Alexander Meyer
:
Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance. npj Digit. Medicine 3 (2020) - [j8]Avi Arampatzis, Linda Cappellato, Carsten Eickhoff, Nicola Ferro, Hideo Joho, Evangelos Kanoulas
, Christina Lioma, Aurélie Névéol, Theodora Tsikrika
, Stefanos Vrochidis:
Report on CLEF 2020. SIGIR Forum 54(2): 11:1-11:10 (2020) - [c58]Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar:
Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. AMIA 2020 - [c57]Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick:
Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces. EMNLP (1) 2020: 4090-4105 - [c56]Jerome Ramos, Carsten Eickhoff:
Search Result Explanations Improve Efficiency and Trust. SIGIR 2020: 1597-1600 - [c55]Carsten Eickhoff, Yubin Kim, Ryen W. White:
Overview of the Health Search and Data Mining (HSDM 2020) Workshop. WSDM 2020: 901-902 - [e6]Linda Cappellato, Carsten Eickhoff, Nicola Ferro, Aurélie Névéol:
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020. CEUR Workshop Proceedings 2696, CEUR-WS.org 2020 [contents] - [e5]Avi Arampatzis
, Evangelos Kanoulas
, Theodora Tsikrika, Stefanos Vrochidis
, Hideo Joho
, Christina Lioma
, Carsten Eickhoff
, Aurélie Névéol
, Linda Cappellato
, Nicola Ferro
:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22-25, 2020, Proceedings. Lecture Notes in Computer Science 12260, Springer 2020, ISBN 978-3-030-58218-0 [contents] - [e4]Carsten Eickhoff, Yubin Kim, Ryen W. White:
Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020. CEUR Workshop Proceedings 2551, CEUR-WS.org 2020 [contents] - [i22]Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff:
Wasserstein Adversarial Autoencoders for Knowledge Graph Embedding based Drug-Drug Interaction Prediction. CoRR abs/2004.07341 (2020) - [i21]Cindy Li, Elizabeth Chen, Guergana Savova, Hamish Fraser, Carsten Eickhoff:
Mining Misdiagnosis Patterns from Biomedical Literature. CoRR abs/2006.13721 (2020) - [i20]Gil Alon, Elizabeth Chen, Guergana Savova, Carsten Eickhoff:
Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support. CoRR abs/2006.13737 (2020) - [i19]George Zerveas, Ruochen Zhang, Leila Kim, Carsten Eickhoff:
Brown University at TREC Deep Learning 2019. CoRR abs/2009.04016 (2020) - [i18]George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff:
A Transformer-based Framework for Multivariate Time Series Representation Learning. CoRR abs/2010.02803 (2020) - [i17]Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick:
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces. CoRR abs/2010.02976 (2020) - [i16]Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar:
Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. CoRR abs/2010.05757 (2020)
2010 – 2019
- 2019
- [j7]Harun Mustafa
, Ingo Schilken, Mikhail Karasikov
, Carsten Eickhoff, Gunnar Rätsch
, André Kahles
:
Dynamic compression schemes for graph coloring. Bioinform. 35(3): 407-414 (2019) - [j6]Yarden Raiskin
, Carsten Eickhoff
, Patrick E. Beeler
:
Categorization of free-text drug orders using character-level recurrent neural networks. Int. J. Medical Informatics 129: 20-28 (2019) - [c54]Sebastian Hofstätter, Navid Rekabsaz, Mihai Lupu, Carsten Eickhoff, Allan Hanbury:
Enriching Word Embeddings for Patent Retrieval with Global Context. ECIR (1) 2019: 810-818 - [c53]Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser:
DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. ICTIR 2019: 141-144 - [c52]Leandro von Werra, Marcel Schöngens, Ece D. Gamsiz Uzun, Carsten Eickhoff:
Generative Adversarial Networks in Precision Oncology. ICTIR 2019: 145-148 - [c51]Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff, Allan Hanbury:
On the Effect of Low-Frequency Terms on Neural-IR Models. SIGIR 2019: 1137-1140 - [c50]Abdullah Ahmed, Gil Alon, Bashar Zaidat, Isaac Nathoo, Hwai-Liang Tung, Charles Wang, Carsten Eickhoff:
Brown University at TREC Precision Medicine 2019. TREC 2019 - [c49]George Zerveas, Ruochen Zhang, Leila Kim, Carsten Eickhoff:
Brown University at TREC Deep Learning 2019. TREC 2019 - [i15]Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff, Allan Hanbury:
On the Effect of Low-Frequency Terms on Neural-IR Models. CoRR abs/1904.12683 (2019) - [i14]Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser:
DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. CoRR abs/1908.08581 (2019) - 2018
- [j5]Jing Yang
, Carsten Eickhoff:
Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modeling. ACM Trans. Inf. Syst. 36(3): 32:1-32:33 (2018) - [c48]Xing Wei, Carsten Eickhoff:
Distant Supervision in Clinical Information Retrieval. AMIA 2018 - [c47]Alba Garcia Seco de Herrera, Carsten Eickhoff, Vincent Andrearczyk, Henning Müller:
Overview of the ImageCLEF 2018 Caption Prediction Tasks. CLEF (Working Notes) 2018 - [c46]Bogdan Ionescu, Henning Müller
, Mauricio Villegas
, Alba Garcia Seco de Herrera
, Carsten Eickhoff, Vincent Andrearczyk, Yashin Dicente Cid, Vitali Liauchuk
, Vassili Kovalev
, Sadid A. Hasan, Yuan Ling, Oladimeji Farri, Joey Liu, Matthew P. Lungren, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Liting Zhou
, Mathias Lux, Cathal Gurrin
:
Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation. CLEF 2018: 309-334 - [c45]Thijs Vogels
, Octavian-Eugen Ganea, Carsten Eickhoff:
Web2Text: Deep Structured Boilerplate Removal. ECIR 2018: 167-179 - [c44]Ferenc Galkó, Carsten Eickhoff:
Biomedical Question Answering via Weighted Neural Network Passage Retrieval. ECIR 2018: 523-528 - [c43]Prakrit Baruah, Riya Dulepet, Kyle Qian, Carsten Eickhoff:
Brown University at TREC Precision Medicine 2018. TREC 2018 - [c42]Carsten Eickhoff:
Cognitive Biases in Crowdsourcing. WSDM 2018: 162-170 - [i13]Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff:
Web2Text: Deep Structured Boilerplate Removal. CoRR abs/1801.02607 (2018) - [i12]Ferenc Galkó, Carsten Eickhoff:
Biomedical Question Answering via Weighted Neural Network Passage Retrieval. CoRR abs/1801.02832 (2018) - [i11]Xing Wei, Carsten Eickhoff:
Embedding Electronic Health Records for Clinical Information Retrieval. CoRR abs/1811.05402 (2018) - 2017
- [j4]Carsten Eickhoff, Jacek Gwizdka
, Claudia Hauff, Jiyin He:
Introduction to the special issue on search as learning. Inf. Retr. J. 20(5): 399-402 (2017) - [c41]Carsten Eickhoff, Immanuel Schwall, Alba Garcia Seco de Herrera, Henning Müller:
Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images. CLEF (Working Notes) 2017 - [c40]Noah Hollmann, Carsten Eickhoff:
Ranking and Feedback-based Stopping for Recall-Centric Document Retrieval. CLEF (Working Notes) 2017 - [c39]Bogdan Ionescu, Henning Müller
, Mauricio Villegas
, Helbert Arenas, Giulia Boato, Duc-Tien Dang-Nguyen, Yashin Dicente Cid, Carsten Eickhoff, Alba Garcia Seco de Herrera
, Cathal Gurrin
, Md Bayzidul Islam, Vassili Kovalev
, Vitali Liauchuk
, Josiane Mothe, Luca Piras, Michael Riegler, Immanuel Schwall:
Overview of ImageCLEF 2017: Information Extraction from Images. CLEF 2017: 315-337 - [c38]Rolf Jagerman
, Carsten Eickhoff, Maarten de Rijke
:
Computing Web-scale Topic Models using an Asynchronous Parameter Server. SIGIR 2017: 1337-1340 - [c37]Negar Foroutan Eghlidi, Jannick Griner, Nicolas Mesot, Leandro von Werra, Carsten Eickhoff:
ETH Zurich at TREC Precision Medicine 2017. TREC 2017 - [i10]Jing Yang, Carsten Eickhoff:
Unsupervised Spatio-Temporal Embeddings for User and Location Modelling. CoRR abs/1704.03507 (2017) - [i9]Zsolt Mezei, Carsten Eickhoff:
Evaluating Music Recommender Systems for Groups. CoRR abs/1707.09790 (2017) - 2016
- [j3]Carsten Eickhoff, Arjen P. de Vries
:
"Robust statistical methods in web retrieval" by Carsten Eickhoff and Arjen P. de Vries, with Martin Vesely as coordinator. SIGWEB Newsl. 2016(Winter): 4:1-4:11 (2016) - [c36]Piyush Bansal, Carsten Eickhoff, Thomas Hofmann:
Active Content-Based Crowdsourcing Task Selection. CIKM 2016: 529-538 - [c35]Wen Li, Carsten Eickhoff, Arjen P. de Vries
:
Probabilistic Local Expert Retrieval. ECIR 2016: 227-239 - [c34]Maria Han Veiga, Carsten Eickhoff:
A Cross-Platform Collection of Social Network Profiles. SIGIR 2016: 665-668 - [c33]Nino Weingart, Carsten Eickhoff:
Retrieval Techniques for Contextual Learning. SAL@SIGIR 2016 - [c32]Simon Greuter, Philip Junker, Lorenz Kuhn, Felix Mance, Virgile Mermet, Angela Rellstab, Carsten Eickhoff:
ETH Zurich at TREC Clinical Decision Support 2016. TREC 2016 - [c31]Octavian-Eugen Ganea, Marina Ganea, Aurélien Lucchi
, Carsten Eickhoff, Thomas Hofmann:
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. WWW 2016: 927-938 - [i8]Siddharth Sarda, Carsten Eickhoff, Thomas Hofmann:
Semantic Place Descriptors for Classification and Map Discovery. CoRR abs/1601.05952 (2016) - [i7]Rolf Jagerman, Carsten Eickhoff:
Web-scale Topic Models in Spark: An Asynchronous Parameter Server. CoRR abs/1605.07422 (2016) - [i6]Jeroen B. P. Vuurens, Carsten Eickhoff, Arjen P. de Vries:
Efficient Parallel Learning of Word2Vec. CoRR abs/1606.07822 (2016) - [i5]Maria Han Veiga, Carsten Eickhoff:
Privacy Leakage through Innocent Content Sharing in Online Social Networks. CoRR abs/1607.02714 (2016) - [i4]Maria Han Veiga, Carsten Eickhoff:
A Cross-Platform Collection of Social Network Profiles. CoRR abs/1607.03274 (2016) - [i3]Lorenz Kuhn, Carsten Eickhoff:
Implicit Negative Feedback in Clinical Information Retrieval. CoRR abs/1607.03296 (2016) - [i2]Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland, Carsten Eickhoff:
Neural Document Embeddings for Intensive Care Patient Mortality Prediction. CoRR abs/1612.00467 (2016) - 2015
- [c30]Martin Davtyan, Carsten Eickhoff, Thomas Hofmann:
Exploiting Document Content for Efficient Aggregation of Crowdsourcing Votes. CIKM 2015: 783-790 - [c29]Carsten Eickhoff:
Human Intelligence in Search and Retrieval. GamifIR@ECIR 2015: 3 - [c28]Carsten Eickhoff, Sebastian Dungs, Vu Tran:
An Eye-Tracking Study of Query Reformulation. SIGIR 2015: 13-22 - [c27]Carsten Eickhoff, Arjen P. de Vries
, Thomas Hofmann:
Modelling Term Dependence with Copulas. SIGIR 2015: 783-786 - [i1]Octavian-Eugen Ganea, Marina Horlescu, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann:
Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. CoRR abs/1509.02301 (2015) - 2014
- [c26]Carsten Eickhoff, Arjen P. de Vries
:
Modelling Complex Relevance Spaces with Copulas. CIKM 2014: 1831-1834 - [c25]Carsten Eickhoff:
Crowd-powered experts: helping surgeons interpret breast cancer images. GamifIR@ECIR 2014: 53-56 - [c24]Wen Li, Carsten Eickhoff, Arjen P. de Vries
:
Geo-spatial Domain Expertise in Microblogs. ECIR 2014: 487-492 - [c23]Wen Li, Carsten Eickhoff, Arjen P. de Vries
:
Interactive summarization of social media. IIiX 2014: 312-315 - [c22]Carsten Eickhoff, Jaime Teevan, Ryen White, Susan T. Dumais:
Lessons from the journey: a query log analysis of within-session learning. WSDM 2014: 223-232 - 2013
- [j2]Carsten Eickhoff, Arjen P. de Vries
:
Increasing cheat robustness of crowdsourcing tasks. Inf. Retr. 16(2): 121-137 (2013) - [c21]Carsten Eickhoff, Wen Li, Arjen P. de Vries
:
Exploiting User Comments for Audio-Visual Content Indexing and Retrieval. ECIR 2013: 38-49 - [c20]Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Designing Human-Readable User Profiles for Search Evaluation. ECIR 2013: 701-705 - [c19]Carsten Eickhoff, Arjen P. de Vries
, Kevyn Collins-Thompson:
Copulas for information retrieval. SIGIR 2013: 663-672 - [c18]Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Personalizing atypical web search sessions. WSDM 2013: 285-294 - [e3]Carsten Eickhoff, Arjen P. de Vries:
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, Delft, The Netherlands, April 26th, 2013. CEUR Workshop Proceedings 986, CEUR-WS.org 2013 [contents] - 2012
- [j1]Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky:
Report on BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing. SIGIR Forum 46(1): 43-50 (2012) - [c17]Karl Gyllstrom, Carsten Eickhoff, Arjen P. de Vries
, Marie-Francine Moens:
The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web. CIKM 2012: 1990-1994 - [c16]Gabriella Kazai, Monica Landoni
, Carsten Eickhoff, Peter Brusilovsky
:
Booksonline'12: 5th workshop on online books, complementary social media and their impact. CIKM 2012: 2764-2765 - [c15]Leif Azzopardi, Douglas Dowie, Sergio Duarte Torres, Carsten Eickhoff, Richard Glassey, Karl Gyllstrom, Djoerd Hiemstra
, Franciska de Jong, Frea Kruisinga, Kelly Ann Marshall, Sien Moens, Tamara Polajnar, Frans van der Sluis, Arjen P. de Vries
:
EmSe: Supporting Children's Information Needs within a Hospital Environment. ECIR 2012: 578-580 - [c14]Carsten Eickhoff, Pieter Dekker, Arjen P. de Vries
:
Supporting children's web search in school environments. IIiX 2012: 129-137 - [c13]Carsten Eickhoff, Leif Azzopardi, Djoerd Hiemstra
, Franciska de Jong, Arjen P. de Vries
, Douglas Dowie, Sergio Duarte Torres, Richard Glassey, Karl Gyllstrom, Frea Kruisinga, Kelly Ann Marshall, Sien Moens, Tamara Polajnar, Frans van der Sluis:
EmSe: initial evaluation of a child-friendly medical search system. IIiX 2012: 282-285 - [c12]Anton Leuski, Carsten Eickhoff, James Ganis, Victor Lavrenko:
The BladeMistress Corpus: From Talk to Action in Virtual Worlds. LREC 2012: 4060-4067 - [c11]Carsten Eickhoff, Christopher G. Harris
, Arjen P. de Vries
, Padmini Srinivasan
:
Quality through flow and immersion: gamifying crowdsourced relevance assessments. SIGIR 2012: 871-880 - [c10]Carsten Eickhoff:
Relevance as a subjective and situational multidimensional concept. SIGIR 2012: 998 - [c9]Wen Li, Carsten Eickhoff, Arjen P. de Vries
:
Want a coffee?: predicting users' trails. SIGIR 2012: 1171-1172 - [e2]Gabriella Kazai, Monica Landoni, Carsten Eickhoff, Peter Brusilovsky:
Proceedings of the Fifth ACM Workshop on Research Advances in Large Digital Book Repositories and Complementary Media, BooksOnline@CIKM '12, Maui, Hawaii, USA, October 29, 2012. ACM 2012, ISBN 978-1-4503-1714-6 [contents] - 2011
- [c8]Wen Li, Pavel Serdyukov, Arjen P. de Vries
, Carsten Eickhoff, Martha A. Larson:
The where in the tweet. CIKM 2011: 2473-2476 - [c7]Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky
:
BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing. CIKM 2011: 2619-2620 - [c6]Carsten Eickhoff, Tamara Polajnar, Karl Gyllstrom, Sergio Duarte Torres, Richard Glassey:
Web Search Query Assistance Functionality for Young Audiences. ECIR 2011: 776-779 - [c5]Carsten Eickhoff, Christopher G. Harris, Padmini Srinivasan, Arjen P. de Vries:
GeAnn at the TREC 2011 Crowdsourcing Track. TREC 2011 - [c4]Wen Li, Carsten Eickhoff, Arjen P. de Vries:
DMIR on Microblog Track 2011. TREC 2011 - [c3]Jeroen B. P. Vuurens, Carsten Eickhoff, Arjen P. de Vries:
Managing the Quality of Large-Scale Crowdsourcing. TREC 2011 - [c2]Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries
:
A combined topical/non-topical approach to identifying web sites for children. WSDM 2011: 505-514 - [e1]Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky:
Proceedings of the 4th ACM Workshop on Online books, complementary social media and crowdsourcing, BooksOnline 2011, Glasgow, United Kingdom, October 24, 2011. ACM 2011, ISBN 978-1-4503-0961-5 [contents] - 2010
- [c1]Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries
:
Web page classification on child suitability. CIKM 2010: 1425-1428
Coauthor Index
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