Carsten Eickhoff

220 papers A* 33A 23B 5C 1Misc 7Journal 103Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Multiple Choice: Evaluating Steering Vectors for Summarization. EACL (Findings) Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian
2026	J	`jnl`	Identifying and timing patient outcomes in clinician notes using large language models. Artif. Intell. Medicine Tassallah Abdullahi, Ali Hamzeh, Isaac Sears, Neelia Abadi, Ritambhara Singh, Carsten Eickhoff, Adeel Abbasi
2026	J	`jnl`	Less is More: Label-Guided Summarization of Procedural and Instructional Videos. CoRR Shreya Rajpal, Michal Golovanevsky, Carsten Eickhoff
2026	J	`jnl`	Mechanisms of Prompt-Induced Hallucination in Vision-Language Models. CoRR William Rudman, Michal Golovanevsky, Dana Arad, Yonatan Belinkov, Ritambhara Singh, Carsten Eickhoff, Kyle Mahowald
2026	J	`jnl`	The Persona Paradox: Medical Personas as Behavioral Priors in Clinical Language Models. CoRR Tassallah Abdullahi, Shrestha Ghosh, Hamish S. Fraser, Daniel León Tramontini, Adeel Abbasi, Ghada Bourjeily, Carsten Eickhoff, Ritambhara Singh
2026	—	`conf`	Tutorial on Mechanistic Interpretability. ECIR (4) Catherine Chen, Maria Heuss, Carsten Eickhoff
2026	—	`conf`	UP2DATE: Shared Task on Systematic Review Updates. SCOLIA Pierre Achkar, Tim Gollub, Martin Potthast, Carsten Eickhoff, Harrisen Scells
2026	J	`jnl`	UbuntuGuard: A Culturally-Grounded Policy Benchmark for Equitable AI Safety in African Languages. CoRR Tassallah Abdullahi, Macton Mgonzo, Mardiyyah Oduwole, Paul Okewunmi, Abraham Toluwase Owodunni, Ritambhara Singh, Carsten Eickhoff
2026	J	`jnl`	When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond? CoRR Xinyu Zhou, Chang Jin, Carsten Eickhoff, Zhijiang Guo, Seyed Ali Bahrainian
2025	—	`conf`	A Survey on LLM-Assisted Clinical Trial Recruitment. IJCNLP-AACL (long papers) Shrestha Ghosh, Moritz Schneider, Carina Reinicke, Carsten Eickhoff
2025	J	`jnl`	APP: Accelerated Path Patching with Task-Specific Pruning. CoRR Frauke Andersen, William Rudman, Ruochen Zhang, Carsten Eickhoff
2025	J	`jnl`	Benchmarking is Broken - Don't Let AI be its Own Judge. CoRR Zerui Cheng, Stella Wohnig, Ruchika Gupta, Samiul Alam, Tassallah Abdullahi, João Alves Ribeiro, Christian Nielsen-Garcia, Saif Mir, Siran Li, Jason Orender, Seyed Ali Bahrainian, Daniel Kirste, Aaron Gokaslan, Mikolaj Glinka, Carsten Eickhoff, Ruben Wolff
2025	—	`conf`	Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance. EMNLP (Findings) Reza Esfandiarpoor, George Zerveas, Ruochen Zhang, Macton Mgonzo, Carsten Eickhoff, Stephen H. Bach
2025	J	`jnl`	Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance. CoRR Reza Esfandiarpoor, George Zerveas, Ruochen Zhang, Macton Mgonzo, Carsten Eickhoff, Stephen H. Bach
2025	J	`jnl`	Beyond Multiple Choice: Evaluating Steering Vectors for Adaptive Free-Form Summarization. CoRR Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian
2025	J	`jnl`	Clinical Accuracy and Safety Concerns Following GPT-5 Public Demonstration in Cancer Care. J. Medical Syst. Ivan Capobianco, Andrea Della Penna, André L. Mihaljevic, Michael Bitzer, Carsten Eickhoff, Derna Stifini
2025	J	`jnl`	Cohort Discovery: A Survey on LLM-Assisted Clinical Trial Recruitment. CoRR Shrestha Ghosh, Moritz Schneider, Carina Reinicke, Carsten Eickhoff
2025	J	`jnl`	Cross-Encoder Rediscovers a Semantic Variant of BM25. CoRR Meng Lu, Catherine Chen, Carsten Eickhoff
2025	J	`jnl`	Crosslingual Reasoning through Test-Time Scaling. CoRR Zheng-Xin Yong, Muhammad Farid Adilazuarda, Jonibek Mansurov, Ruochen Zhang, Niklas Muennighoff, Carsten Eickhoff, Genta Indra Winata, Julia Kreutzer, Stephen H. Bach, Alham Fikri Aji
2025	B	`conf`	Enhancing Retrieval-Augmented Generation: A Study of Best Practices. COLING Siran Li, Linus Stenzel, Carsten Eickhoff, Seyed Ali Bahrainian
2025	J	`jnl`	Enhancing Retrieval-Augmented Generation: A Study of Best Practices. CoRR Siran Li, Linus Stenzel, Carsten Eickhoff, Seyed Ali Bahrainian
2025	—	`conf`	Forgotten Polygons: Multimodal Large Language Models are Shape-Blind. ACL (Findings) William Rudman, Michal Golovanevsky, Amir Bar, Vedant Palit, Yann LeCun, Carsten Eickhoff, Ritambhara Singh
2025	J	`jnl`	Forgotten Polygons: Multimodal Large Language Models are Shape-Blind. CoRR William Rudman, Michal Golovanesky, Amir Bar, Vedant Palit, Yann LeCun, Carsten Eickhoff, Ritambhara Singh
2025	J	`jnl`	From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures. CoRR Florian Rottach, William Rudman, Bastian Rieck, Harrisen Scells, Carsten Eickhoff
2025	A*	`conf`	Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models. EMNLP Gregory Polyakov, Christian Hepting, Carsten Eickhoff, Seyed Ali Bahrainian
2025	—	`conf`	K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction. KDD (2) Tassallah Abdullahi, Ioanna Gemou, Nihal V. Nayak, Ghulam Murtaza, Stephen H. Bach, Carsten Eickhoff, Ritambhara Singh
2025	J	`jnl`	K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction. CoRR Tassallah Abdullahi, Ioanna Gemou, Nihal V. Nayak, Ghulam Murtaza, Stephen H. Bach, Carsten Eickhoff, Ritambhara Singh
2025	—	`conf`	MechIR: A Mechanistic Interpretability Framework for Information Retrieval. ECIR (5) Andrew Parry, Catherine Chen, Carsten Eickhoff, Sean MacAvaney
2025	J	`jnl`	MechIR: A Mechanistic Interpretability Framework for Information Retrieval. CoRR Andrew Parry, Catherine Chen, Carsten Eickhoff, Sean MacAvaney
2025	A*	`conf`	Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline. EMNLP Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick
2025	J	`jnl`	Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline. CoRR Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick
2025	A*	`conf`	Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25. EMNLP Meng Lu, Catherine Chen, Carsten Eickhoff
2025	J	`jnl`	PiCME: Pipeline for Contrastive Modality Evaluation and Encoding in the MIMIC Dataset. CoRR Michal Golovanevsky, Pranav Mahableshwarkar, Carsten Eickhoff, Ritambhara Singh
2025	A*	`conf`	Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts. EMNLP Michal Golovanevsky, William Rudman, Michael A. Lepori, Amir Bar, Ritambhara Singh, Carsten Eickhoff
2025	J	`jnl`	Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts. CoRR Michal Golovanevsky, William Rudman, Michael A. Lepori, Amir Bar, Ritambhara Singh, Carsten Eickhoff
2025	J	`jnl`	Report from the 4th Strategic Workshop on Information Retrieval in Lorne (SWIRL 2025). SIGIR Forum Johanne R. Trippas, J. Shane Culpepper, Mohammad Aliannejadi, James Allan, Enrique Amigó, Jaime Arguello, Leif Azzopardi, Peter Bailey, Jamie Callan, Rob Capra, Nick Craswell, W. Bruce Croft, Jeff Dalton, Gianluca Demartini, Laura Dietz, Zhicheng Dou, Carsten Eickhoff, Michael D. Ekstrand, Nicola Ferro, Norbert Fuhr, Dorota Glowacka, Faegheh Hasibi, Danula Hettiachchi, Rosie Jones, Jaap Kamps, Noriko Kando, Sarvnaz Karimi, Makoto P. Kato, Bevan Koopman, Yiqun Liu, Chenglong Ma, Joel Mackenzie, Maria Maistro, Jiaxin Mao, Dana McKay, Bhaskar Mitra, Stefano Mizzaro, Alistair Moffat, Josiane Mothe, Iadh Ounis, Lida Rashidi, Yongli Ren, Mark Sanderson, Rodrygo L. T. Santos, Falk Scholer, Chirag Shah, Laurianne Sitbon, Ian Soboroff, Damiano Spina, Paul Thomas, Julián Urbano, Arjen P. de Vries, Ryen White, Abby Yuan, Hamed Zamani, Oleg Zendel, Min Zhang, Shengyao Zhuang, Justin Zobel, Guido Zuccon
2025	J	`jnl`	Report on the Workshop on Explainability in Information Retrieval (WExIR) at SIGIR 2025. SIGIR Forum Maria Heuss, Catherine Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne
2025	J	`jnl`	TRIM: Achieving Extreme Sparsity with Targeted Row-wise Iterative Metric-driven Pruning. CoRR Florentin Beck, William Rudman, Carsten Eickhoff
2025	A*	`conf`	The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling. ICLR Ruochen Zhang, Qinan Yu, Matianyu Zang, Carsten Eickhoff, Ellie Pavlick
2025	J	`jnl`	The topology of molecular representations and its influence on machine learning performance. J. Cheminformatics Florian Rottach, Sebastian Schieferdecker, Carsten Eickhoff
2025	A*	`conf`	Towards Best Practices of Axiomatic Activation Patching in Information Retrieval. SIGIR Gregory Polyakov, Catherine Chen, Carsten Eickhoff
2025	J	`jnl`	Understanding (Un)Reliability of Steering Vectors in Language Models. CoRR Joschka Braun, Carsten Eickhoff, David Krueger, Seyed Ali Bahrainian, Dmitrii Krasheninnikov
2025	—	`conf`	What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation. NAACL (Long Papers) Michal Golovanevsky, William Rudman, Vedant Palit, Carsten Eickhoff, Ritambhara Singh
2025	A*	`conf`	Workshop on Explainability in Information Retrieval. SIGIR Maria Heuss, Catherine Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne
2024	A*	`conf`	Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. SIGIR Catherine Chen, Jack Merullo, Carsten Eickhoff
2024	J	`jnl`	Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. CoRR Catherine Chen, Jack Merullo, Carsten Eickhoff
2024	J	`jnl`	Beyond One-Time Validation: A Framework for Adaptive Validation of Prognostic and Diagnostic AI-based Medical Devices. CoRR Florian Hellmeier, Kay Brosien, Carsten Eickhoff, Alexander Meyer
2024	A*	`conf`	Circuit Component Reuse Across Tasks in Transformer Language Models. ICLR Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024	—	`conf`	CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization. LREC/COLING Ruochen Zhang, Carsten Eickhoff
2024	A*	`conf`	Evaluating Search System Explainability with Psychometrics and Crowdsourcing. SIGIR Catherine Chen, Carsten Eickhoff
2024	—	`conf`	Language Models Implement Simple Word2Vec-style Vector Arithmetic. NAACL-HLT Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024	A*	`conf`	Re-Evaluating Evaluation for Multilingual Summarization. EMNLP Jessica Forde, Ruochen Zhang, Lintang Sutawika, Alham Fikri Aji, Samuel Cahyawijaya, Genta Indra Winata, Minghao Wu, Carsten Eickhoff, Stella Biderman, Ellie Pavlick
2024	Misc	`conf`	Retrieval Augmented Zero-Shot Text Classification. ICTIR Tassallah Abdullahi, Ritambhara Singh, Carsten Eickhoff
2024	J	`jnl`	Retrieval Augmented Zero-Shot Text Classification. CoRR Tassallah Abdullahi, Ritambhara Singh, Carsten Eickhoff
2024	A*	`conf`	Stable Anisotropic Regularization. ICLR William Rudman, Carsten Eickhoff
2024	A*	`conf`	Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models. NeurIPS Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024	J	`jnl`	Talking Heads: Understanding Inter-layer Communication in Transformer Language Models. CoRR Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024	—	`conf`	Text Simplification via Adaptive Teaching. ACL (Findings) Seyed Ali Bahrainian, Jonathan Dou, Carsten Eickhoff
2024	J	`jnl`	The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling. CoRR Ruochen Zhang, Qinan Yu, Matianyu Zang, Carsten Eickhoff, Ellie Pavlick
2024	J	`jnl`	Wasserstein adversarial learning based temporal knowledge graph embedding. Inf. Sci. Yuanfei Dai, Wenzhong Guo, Carsten Eickhoff
2024	J	`jnl`	What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation. CoRR Michal Golovanevsky, William Rudman, Vedant Palit, Ritambhara Singh, Carsten Eickhoff
2023	J	`jnl`	Circuit Component Reuse Across Tasks in Transformer Language Models. CoRR Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2023	J	`jnl`	Controllable Topic-Focused Abstractive Summarization. CoRR Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff
2023	J	`jnl`	CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization. CoRR Ruochen Zhang, Carsten Eickhoff
2023	J	`jnl`	Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors. CoRR George Zerveas, Navid Rekabsaz, Carsten Eickhoff
2023	A*	`conf`	Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors. EMNLP George Zerveas, Navid Rekabsaz, Carsten Eickhoff
2023	J	`jnl`	Impact Factors for Computer Science Conferences. CoRR Carsten Eickhoff
2023	J	`jnl`	Language Models Implement Simple Word2Vec-style Vector Arithmetic. CoRR Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2023	—	`conf`	Leveraging Unlabeled Electroencephalographic Data to Predict Neurological Recovery for Comatose Patients Following Cardiac Arrest. CinC Isaac Sears, Augusto Garcia-Agundez, George Zerveas, William Rudman, Laura Mercurio, Corey E. Ventetuolo, Adeel Abbasi, Carsten Eickhoff
2023	A*	`conf`	Linearly Mapping from Image to Text Space. ICLR Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
2023	J	`jnl`	Neural Summarization of Electronic Health Records. CoRR Koyena Pal, Seyed Ali Bahrainian, Laura Mercurio, Carsten Eickhoff
2023	J	`jnl`	One-Versus-Others Attention: Scalable Multimodal Integration. CoRR Michal Golovanevsky, Eva Schiller, Akira Nair, Ritambhara Singh, Carsten Eickhoff
2023	A*	`conf`	Outlier Dimensions Encode Task Specific Knowledge. EMNLP William Rudman, Catherine Chen, Carsten Eickhoff
2023	J	`jnl`	Outlier Dimensions Encode Task-Specific Knowledge. CoRR William Rudman, Catherine Chen, Carsten Eickhoff
2023	A	`conf`	Parameter-efficient Modularised Bias Mitigation via AdapterFusion. EACL Deepak Kumar, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff, Markus Schedl, Navid Rekabsaz
2023	J	`jnl`	Parameter-efficient Modularised Bias Mitigation via AdapterFusion. CoRR Deepak Kumar, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff, Markus Schedl, Navid Rekabsaz
2023	A	`conf`	Predictive Uncertainty-based Bias Mitigation in Ranking. CIKM Maria Heuss, Daniel Cohen, Masoud Mansoury, Maarten de Rijke, Carsten Eickhoff
2023	J	`jnl`	Predictive Uncertainty-based Bias Mitigation in Ranking. CoRR Maria Heuss, Daniel Cohen, Masoud Mansoury, Maarten de Rijke, Carsten Eickhoff
2023	—	`conf`	SIMSUM: Document-level Text Simplification via Simultaneous Summarization. ACL (1) Sofia Blinova, Xinyu Zhou, Martin Jaggi, Carsten Eickhoff, Seyed Ali Bahrainian
2023	J	`jnl`	SSE: A Metric for Evaluating Search System Explainability. CoRR Catherine Chen, Carsten Eickhoff
2023	J	`jnl`	Stable Anisotropic Regularization. CoRR William Rudman, Carsten Eickhoff
2023	J	`jnl`	Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. CoRR Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan
2022	—	`conf`	ACQuA: Anomaly Classification with Quasi-Attractors. CinC William Rudman, Jack Merullo, Laura Mercurio, Carsten Eickhoff
2022	J	`jnl`	An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data. npj Digit. Medicine 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 X. Bai
2022	J	`jnl`	CATS: Customizable Abstractive Topic-based Summarization. ACM Trans. Inf. Syst. Seyed Ali Bahrainian, George Zerveas, Fabio Crestani, Carsten Eickhoff
2022	A*	`conf`	CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking. EMNLP George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff
2022	J	`jnl`	Evaluating Search Explainability with Psychometrics and Crowdsourcing. CoRR Catherine Chen, Carsten Eickhoff
2022	—	`conf`	Garden Path Traversal in GPT-2. BlackboxNLP@EMNLP William Jurayj, William Rudman, Carsten Eickhoff
2022	J	`jnl`	Garden-Path Traversal within GPT-2. CoRR William Jurayj, William Rudman, Carsten Eickhoff
2022	A*	`conf`	Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences. SIGIR Daniel Cohen, Kevin Du, Bhaskar Mitra, Laura Mercurio, Navid Rekabsaz, Carsten Eickhoff
2022	—	`conf`	IsoScore: Measuring the Uniformity of Embedding Space Utilization. ACL (Findings) William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff
2022	J	`jnl`	Linearly Mapping from Image to Text Space. CoRR Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
2022	A*	`conf`	Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization. SIGIR George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff
2022	J	`jnl`	Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis. CoRR Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh
2022	J	`jnl`	Multimodal attention-based deep learning for Alzheimer's disease diagnosis. J. Am. Medical Informatics Assoc. Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh
2022	—	`conf`	NEWTS: A Corpus for News Topic-Focused Summarization. ACL (Findings) Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff
2022	J	`jnl`	NEWTS: A Corpus for News Topic-Focused Summarization. CoRR Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff
2022	—	`conf`	Pretraining on Interactions for Learning Grounded Affordance Representations. *SEM@NAACL-HLT Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
2022	J	`jnl`	Pretraining on Interactions for Learning Grounded Affordance Representations. CoRR Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
2022	C	`conf`	Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. ICMLA Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan
2022	J	`jnl`	Wasserstein Adversarial Learning based Temporal Knowledge Graph Embedding. CoRR Yuanfei Dai, Wenzhong Guo, Carsten Eickhoff
2022	Misc	`conf`	When BERT Fails - The Limits of EHR Classification. AMIA Augusto Garcia-Agundez, Carsten Eickhoff
2022	J	`jnl`	When BERT Fails - The Limits of EHR Classification. CoRR Augusto Garcia-Agundez, Carsten Eickhoff
2021	Misc	`conf`	A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models. ICTIR Oleg Lesota, Navid Rekabsaz, Daniel Cohen, Klaus Antonius Grasserbauer, Carsten Eickhoff, Markus Schedl
2021	J	`jnl`	A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models. CoRR Oleg Lesota, Navid Rekabsaz, Daniel Cohen, Klaus Antonius Grasserbauer, Carsten Eickhoff, Markus Schedl
2021	J	`jnl`	A Novel Corpus of Discourse Structure in Humans and Computers. CoRR Babak Hemmatian, Sheridan Feucht, Rachel Avram, Alexander Wey, Muskaan Garg, Kate Spitalnic, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
2021	A*	`conf`	A Transformer-based Framework for Multivariate Time Series Representation Learning. KDD George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff
2021	J	`jnl`	Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification. CoRR Abdullah Ahmed, Adeel Abbasi, Carsten Eickhoff
2021	J	`jnl`	CODER: An efficient framework for improving retrieval through COntextualized Document Embedding Reranking. CoRR George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff
2021	B	`conf`	Can computers tell a story? Discourse Structure in Computer-generated Text and Humans. CogSci Alexander Wey, Babak Hemmatian, Rachel Avram, Sheridan Feucht, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
2021	J	`jnl`	Drug-drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings. Briefings Bioinform. Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff
2021	J	`jnl`	ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss. CoRR Zhizhong Chen, Carsten Eickhoff
2021	J	`jnl`	Image-Like Graph Representations for Improved Molecular Property Prediction. CoRR Toni Sagayaraj, Carsten Eickhoff
2021	J	`jnl`	IsoScore: Measuring the Uniformity of Vector Space Utilization. CoRR William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff
2021	B	`conf`	Narratives of Consensus: a Decade of Reddit Discourse on Marijuana Legalization. CogSci Babak Hemmatian, Nathaniel Goodman, Jonathan Lee, Carsten Eickhoff, Steven A. Sloman
2021	A*	`conf`	Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models. SIGIR Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff
2021	J	`jnl`	Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models. CoRR Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff
2021	J	`jnl`	PoolRank: Max/Min Pooling-based Ranking Loss for Listwise Learning & Ranking Balance. CoRR Zhizhong Chen, Carsten Eickhoff
2021	—	`conf`	SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. NAACL-HLT Ruochen Zhang, Carsten Eickhoff
2021	J	`jnl`	SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. CoRR Ruochen Zhang, Carsten Eickhoff
2021	—	`conf`	Self-Supervised Neural Topic Modeling. EMNLP (Findings) Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff
2021	B	`conf`	The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality. CogSci Sheridan Feucht, Babak Hemmatian, Rachel Avram, Alexander Wey, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
2021	J	`jnl`	The Cross-Lingual Arabic Information REtrieval (CLAIRE) System. CoRR Zhizhong Chen, Carsten Eickhoff
2021	A*	`conf`	TripClick: The Log Files of a Large Health Web Search Engine. SIGIR Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff
2021	J	`jnl`	TripClick: The Log Files of a Large Health Web Search Engine. CoRR Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff
2020	J	`jnl`	A Transformer-based Framework for Multivariate Time Series Representation Learning. CoRR George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff
2020	J	`jnl`	Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces. CoRR Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick
2020	J	`jnl`	Brown University at TREC Deep Learning 2019. CoRR George Zerveas, Ruochen Zhang, Leila Kim, Carsten Eickhoff
2020	J	`jnl`	Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance. npj Digit. Medicine Nina Rank, Boris Pfahringer, Jörg Kempfert, Christof Stamm, Titus Kühne, Felix Schoenrath, Volkmar Falk, Carsten Eickhoff, Alexander Meyer
2020	J	`jnl`	Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support. CoRR Gil Alon, Elizabeth Chen, Guergana Savova, Carsten Eickhoff
2020	—	`conf`	Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces. EMNLP (1) Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick
2020	—	`ed.`	Experimental IR Meets Multilinguality, Multimodality, and Interaction - 11th International Conference of the CLEF Association, CLEF 2020, Thessaloniki, Greece, September 22-25, 2020, Proceedings CLEF Avi Arampatzis, Evangelos Kanoulas, Theodora Tsikrika, Stefanos Vrochidis, Hideo Joho, Christina Lioma, Carsten Eickhoff, Aurélie Névéol, Linda Cappellato, Nicola Ferro
2020	Misc	`conf`	Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. AMIA Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar
2020	J	`jnl`	Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. CoRR Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar
2020	J	`jnl`	Mining Misdiagnosis Patterns from Biomedical Literature. CoRR Cindy Li, Elizabeth Chen, Guergana Savova, Hamish Fraser, Carsten Eickhoff
2020	A	`conf`	Overview of the Health Search and Data Mining (HSDM 2020) Workshop. WSDM Carsten Eickhoff, Yubin Kim, Ryen W. White
2020	—	`ed.`	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. HSDM@WSDM Carsten Eickhoff, Yubin Kim, Ryen W. White
2020	J	`jnl`	Report on CLEF 2020. SIGIR Forum Avi Arampatzis, Linda Cappellato, Carsten Eickhoff, Nicola Ferro, Hideo Joho, Evangelos Kanoulas, Christina Lioma, Aurélie Névéol, Theodora Tsikrika, Stefanos Vrochidis
2020	A*	`conf`	Search Result Explanations Improve Efficiency and Trust. SIGIR Jerome Ramos, Carsten Eickhoff
2020	J	`jnl`	Wasserstein Adversarial Autoencoders for Knowledge Graph Embedding based Drug-Drug Interaction Prediction. CoRR Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff
2020	—	`ed.`	Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020. CLEF (Working Notes) Linda Cappellato, Carsten Eickhoff, Nicola Ferro, Aurélie Névéol
2019	—	`conf`	Brown University at TREC Deep Learning 2019. TREC George Zerveas, Ruochen Zhang, Leila Kim, Carsten Eickhoff
2019	—	`conf`	Brown University at TREC Precision Medicine 2019. TREC Abdullah Ahmed, Gil Alon, Bashar Zaidat, Isaac Nathoo, Hwai-Liang Tung, Charles Wang, Carsten Eickhoff
2019	J	`jnl`	Categorization of free-text drug orders using character-level recurrent neural networks. Int. J. Medical Informatics Yarden Raiskin, Carsten Eickhoff, Patrick E. Beeler
2019	Misc	`conf`	DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. ICTIR Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser
2019	J	`jnl`	DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. CoRR Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser
2019	J	`jnl`	Dynamic compression schemes for graph coloring. Bioinform. Harun Mustafa, Ingo Schilken, Mikhail Karasikov, Carsten Eickhoff, Gunnar Rätsch, André Kahles
2019	—	`conf`	Enriching Word Embeddings for Patent Retrieval with Global Context. ECIR (1) Sebastian Hofstätter, Navid Rekabsaz, Mihai Lupu, Carsten Eickhoff, Allan Hanbury
2019	Misc	`conf`	Generative Adversarial Networks in Precision Oncology. ICTIR Leandro von Werra, Marcel Schöngens, Ece D. Gamsiz Uzun, Carsten Eickhoff
2019	A*	`conf`	On the Effect of Low-Frequency Terms on Neural-IR Models. SIGIR Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff, Allan Hanbury
2019	J	`jnl`	On the Effect of Low-Frequency Terms on Neural-IR Models. CoRR Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff, Allan Hanbury
2018	A	`conf`	Biomedical Question Answering via Weighted Neural Network Passage Retrieval. ECIR Ferenc Galkó, Carsten Eickhoff
2018	J	`jnl`	Biomedical Question Answering via Weighted Neural Network Passage Retrieval. CoRR Ferenc Galkó, Carsten Eickhoff
2018	—	`conf`	Brown University at TREC Precision Medicine 2018. TREC Prakrit Baruah, Riya Dulepet, Kyle Qian, Carsten Eickhoff
2018	A	`conf`	Cognitive Biases in Crowdsourcing. WSDM Carsten Eickhoff
2018	Misc	`conf`	Distant Supervision in Clinical Information Retrieval. AMIA Xing Wei, Carsten Eickhoff
2018	J	`jnl`	Embedding Electronic Health Records for Clinical Information Retrieval. CoRR Xing Wei, Carsten Eickhoff
2018	—	`conf`	Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation. CLEF 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
2018	—	`conf`	Overview of the ImageCLEF 2018 Caption Prediction Tasks. CLEF (Working Notes) Alba Garcia Seco de Herrera, Carsten Eickhoff, Vincent Andrearczyk, Henning Müller
2018	J	`jnl`	Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modeling. ACM Trans. Inf. Syst. Jing Yang, Carsten Eickhoff
2018	A	`conf`	Web2Text: Deep Structured Boilerplate Removal. ECIR Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff
2018	J	`jnl`	Web2Text: Deep Structured Boilerplate Removal. CoRR Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff
2017	A*	`conf`	Computing Web-scale Topic Models using an Asynchronous Parameter Server. SIGIR Rolf Jagerman, Carsten Eickhoff, Maarten de Rijke
2017	—	`conf`	ETH Zurich at TREC Precision Medicine 2017. TREC Negar Foroutan Eghlidi, Jannick Griner, Nicolas Mesot, Leandro von Werra, Carsten Eickhoff
2017	J	`jnl`	Evaluating Music Recommender Systems for Groups. CoRR Zsolt Mezei, Carsten Eickhoff
2017	J	`jnl`	Introduction to the special issue on search as learning. Inf. Retr. J. Carsten Eickhoff, Jacek Gwizdka, Claudia Hauff, Jiyin He
2017	—	`conf`	Overview of ImageCLEF 2017: Information Extraction from Images. CLEF 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
2017	—	`conf`	Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images. CLEF (Working Notes) Carsten Eickhoff, Immanuel Schwall, Alba Garcia Seco de Herrera, Henning Müller
2017	—	`conf`	Ranking and Feedback-based Stopping for Recall-Centric Document Retrieval. CLEF (Working Notes) Noah Hollmann, Carsten Eickhoff
2017	J	`jnl`	Unsupervised Spatio-Temporal Embeddings for User and Location Modelling. CoRR Jing Yang, Carsten Eickhoff
2016	J	`jnl`	"Robust statistical methods in web retrieval" by Carsten Eickhoff and Arjen P. de Vries, with Martin Vesely as coordinator. SIGWEB Newsl. Carsten Eickhoff, Arjen P. de Vries
2016	A*	`conf`	A Cross-Platform Collection of Social Network Profiles. SIGIR Maria Han Veiga, Carsten Eickhoff
2016	J	`jnl`	A Cross-Platform Collection of Social Network Profiles. CoRR Maria Han Veiga, Carsten Eickhoff
2016	A	`conf`	Active Content-Based Crowdsourcing Task Selection. CIKM Piyush Bansal, Carsten Eickhoff, Thomas Hofmann
2016	—	`conf`	ETH Zurich at TREC Clinical Decision Support 2016. TREC Simon Greuter, Philip Junker, Lorenz Kuhn, Felix Mance, Virgile Mermet, Angela Rellstab, Carsten Eickhoff
2016	J	`jnl`	Efficient Parallel Learning of Word2Vec. CoRR Jeroen B. P. Vuurens, Carsten Eickhoff, Arjen P. de Vries
2016	J	`jnl`	Implicit Negative Feedback in Clinical Information Retrieval. CoRR Lorenz Kuhn, Carsten Eickhoff
2016	J	`jnl`	Neural Document Embeddings for Intensive Care Patient Mortality Prediction. CoRR Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland, Carsten Eickhoff
2016	J	`jnl`	Privacy Leakage through Innocent Content Sharing in Online Social Networks. CoRR Maria Han Veiga, Carsten Eickhoff
2016	A*	`conf`	Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. WWW Octavian-Eugen Ganea, Marina Ganea, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann
2016	A	`conf`	Probabilistic Local Expert Retrieval. ECIR Wen Li, Carsten Eickhoff, Arjen P. de Vries
2016	—	`conf`	Retrieval Techniques for Contextual Learning. SAL@SIGIR Nino Weingart, Carsten Eickhoff
2016	J	`jnl`	Semantic Place Descriptors for Classification and Map Discovery. CoRR Siddharth Sarda, Carsten Eickhoff, Thomas Hofmann
2016	J	`jnl`	Web-scale Topic Models in Spark: An Asynchronous Parameter Server. CoRR Rolf Jagerman, Carsten Eickhoff
2015	A*	`conf`	An Eye-Tracking Study of Query Reformulation. SIGIR Carsten Eickhoff, Sebastian Dungs, Vu Tran
2015	A	`conf`	Exploiting Document Content for Efficient Aggregation of Crowdsourcing Votes. CIKM Martin Davtyan, Carsten Eickhoff, Thomas Hofmann
2015	—	`conf`	Human Intelligence in Search and Retrieval. GamifIR@ECIR Carsten Eickhoff
2015	A*	`conf`	Modelling Term Dependence with Copulas. SIGIR Carsten Eickhoff, Arjen P. de Vries, Thomas Hofmann
2015	J	`jnl`	Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. CoRR Octavian-Eugen Ganea, Marina Horlescu, Aurélien Lucchi, Carsten Eickhoff, Thomas Hofmann
2014	—	`conf`	Crowd-powered experts: helping surgeons interpret breast cancer images. GamifIR@ECIR Carsten Eickhoff
2014	A	`conf`	Geo-spatial Domain Expertise in Microblogs. ECIR Wen Li, Carsten Eickhoff, Arjen P. de Vries
2014	—	`conf`	Interactive summarization of social media. IIiX Wen Li, Carsten Eickhoff, Arjen P. de Vries
2014	A	`conf`	Lessons from the journey: a query log analysis of within-session learning. WSDM Carsten Eickhoff, Jaime Teevan, Ryen White, Susan T. Dumais
2014	A	`conf`	Modelling Complex Relevance Spaces with Copulas. CIKM Carsten Eickhoff, Arjen P. de Vries
2013	A*	`conf`	Copulas for information retrieval. SIGIR Carsten Eickhoff, Arjen P. de Vries, Kevyn Collins-Thompson
2013	A	`conf`	Designing Human-Readable User Profiles for Search Evaluation. ECIR Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais
2013	A	`conf`	Exploiting User Comments for Audio-Visual Content Indexing and Retrieval. ECIR Carsten Eickhoff, Wen Li, Arjen P. de Vries
2013	J	`jnl`	Increasing cheat robustness of crowdsourcing tasks. Inf. Retr. Carsten Eickhoff, Arjen P. de Vries
2013	A	`conf`	Personalizing atypical web search sessions. WSDM Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais
2013	—	`ed.`	Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, Delft, The Netherlands, April 26th, 2013 DIR Carsten Eickhoff, Arjen P. de Vries
2012	A	`conf`	Booksonline'12: 5th workshop on online books, complementary social media and their impact. CIKM Gabriella Kazai, Monica Landoni, Carsten Eickhoff, Peter Brusilovsky
2012	A	`conf`	EmSe: Supporting Children's Information Needs within a Hospital Environment. ECIR 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
2012	—	`conf`	EmSe: initial evaluation of a child-friendly medical search system. IIiX 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
2012	—	`ed.`	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 BooksOnline@CIKM Gabriella Kazai, Monica Landoni, Carsten Eickhoff, Peter Brusilovsky
2012	A*	`conf`	Quality through flow and immersion: gamifying crowdsourced relevance assessments. SIGIR Carsten Eickhoff, Christopher G. Harris, Arjen P. de Vries, Padmini Srinivasan
2012	A*	`conf`	Relevance as a subjective and situational multidimensional concept. SIGIR Carsten Eickhoff
2012	J	`jnl`	Report on BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing. SIGIR Forum Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky
2012	—	`conf`	Supporting children's web search in school environments. IIiX Carsten Eickhoff, Pieter Dekker, Arjen P. de Vries
2012	B	`conf`	The BladeMistress Corpus: From Talk to Action in Virtual Worlds. LREC Anton Leuski, Carsten Eickhoff, James Ganis, Victor Lavrenko
2012	A	`conf`	The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web. CIKM Karl Gyllstrom, Carsten Eickhoff, Arjen P. de Vries, Marie-Francine Moens
2012	A*	`conf`	Want a coffee?: predicting users' trails. SIGIR Wen Li, Carsten Eickhoff, Arjen P. de Vries
2011	A	`conf`	A combined topical/non-topical approach to identifying web sites for children. WSDM Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries
2011	A	`conf`	BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing. CIKM Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky
2011	—	`conf`	DMIR on Microblog Track 2011. TREC Wen Li, Carsten Eickhoff, Arjen P. de Vries
2011	—	`conf`	GeAnn at the TREC 2011 Crowdsourcing Track. TREC Carsten Eickhoff, Christopher G. Harris, Padmini Srinivasan, Arjen P. de Vries
2011	—	`conf`	Managing the Quality of Large-Scale Crowdsourcing. TREC Jeroen B. P. Vuurens, Carsten Eickhoff, Arjen P. de Vries
2011	—	`ed.`	Proceedings of the 4th ACM Workshop on Online books, complementary social media and crowdsourcing, BooksOnline 2011, Glasgow, United Kingdom, October 24, 2011 BooksOnline Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky
2011	A	`conf`	The where in the tweet. CIKM Wen Li, Pavel Serdyukov, Arjen P. de Vries, Carsten Eickhoff, Martha A. Larson
2011	A	`conf`	Web Search Query Assistance Functionality for Young Audiences. ECIR Carsten Eickhoff, Tamara Polajnar, Karl Gyllstrom, Sergio Duarte Torres, Richard Glassey
2010	A	`conf`	Web page classification on child suitability. CIKM Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries