| 2026 | ACL | UbuntuGuard: A Culturally-Grounded Policy Benchmark for Equitable AI Safety in African Languages. | Tassallah Abdullahi, Macton Mgonzo, Mardiyyah Oduwole, Paul Okewunmi, Abraham Toluwase Owodunni, Ritambhara Singh, Carsten Eickhoff |
| 2026 | ACL | MATCHA: Matching Text via Contrastive Semantic Alignment. | Siran Li, Ece Sena Etoglu, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2026 | ACL | Mechanisms of Prompt-Induced Hallucination in Vision-Language Models. | William Rudman, Michal Golovanevsky, Dana Arad, Yonatan Belinkov, Carsten Eickhoff, Ritambhara Singh, Kyle Mahowald |
| 2026 | EACL | Beyond Multiple Choice: Evaluating Steering Vectors for Summarization. | Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2026 | ECIR | Tutorial on Mechanistic Interpretability. | Catherine Chen, Maria Heuss, Carsten Eickhoff |
| 2026 | SIGIR | Second Workshop on Explainability in Information Retrieval. | Catherine Chen, Maria Heuss, Tanya Chowdhury, James Allan, Avishek Anand, Carsten Eickhoff, Suzan Verberne |
| 2026 | SIGIR | Understanding Wacky Weights: A Dissection of SPLADE's Learned Term Importance. | Gregory Polyakov, Harrisen Scells, Carsten Eickhoff |
| 2025 | ACL | Forgotten Polygons: Multimodal Large Language Models are Shape-Blind. | William Rudman, Michal Golovanevsky, Amir Bar, Vedant Palit, Yann LeCun, Carsten Eickhoff, Ritambhara Singh |
| 2025 | COLING | Enhancing Retrieval-Augmented Generation: A Study of Best Practices. | Siran Li, Linus Stenzel, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2025 | ECIR | MechIR: A Mechanistic Interpretability Framework for Information Retrieval. | Andrew Parry, Catherine Chen, Carsten Eickhoff, Sean MacAvaney |
| 2025 | EMNLP | Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance. | Reza Esfandiarpoor, George Zerveas, Ruochen Zhang, Macton Mgonzo, Carsten Eickhoff, Stephen H. Bach |
| 2025 | EMNLP | Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts. | Michal Golovanevsky, William Rudman, Michael A. Lepori, Amir Bar, Ritambhara Singh, Carsten Eickhoff |
| 2025 | EMNLP | Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25. | Meng Lu, Catherine Chen, Carsten Eickhoff |
| 2025 | EMNLP | Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline. | Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick |
| 2025 | EMNLP | Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models. | Gregory Polyakov, Christian Hepting, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2025 | ICLR | The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling. | Ruochen Zhang, Qinan Yu, Matianyu Zang, Carsten Eickhoff, Ellie Pavlick |
| 2025 | IJCNLP | A Survey on LLM-Assisted Clinical Trial Recruitment. | Shrestha Ghosh, Moritz Schneider, Carina Reinicke, Carsten Eickhoff |
| 2025 | KDD | K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction. | Tassallah Abdullahi, Ioanna Gemou, Nihal V. Nayak, Ghulam Murtaza, Stephen H. Bach, Carsten Eickhoff, Ritambhara Singh |
| 2025 | NAACL | What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation. | Michal Golovanevsky, William Rudman, Vedant Palit, Carsten Eickhoff, Ritambhara Singh |
| 2025 | SIGIR | Workshop on Explainability in Information Retrieval. | Maria Heuss, Catherine Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne |
| 2025 | SIGIR | Towards Best Practices of Axiomatic Activation Patching in Information Retrieval. | Gregory Polyakov, Catherine Chen, Carsten Eickhoff |
| 2024 | ACL | Text Simplification via Adaptive Teaching. | Seyed Ali Bahrainian, Jonathan Dou, Carsten Eickhoff |
| 2024 | COLING | CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization. | Ruochen Zhang, Carsten Eickhoff |
| 2024 | EMNLP | Re-Evaluating Evaluation for Multilingual Summarization. | Jessica Zosa Forde, Ruochen Zhang, Lintang Sutawika, Alham Fikri Aji, Samuel Cahyawijaya, Genta Indra Winata, Minghao Wu, Carsten Eickhoff, Stella Biderman, Ellie Pavlick |
| 2024 | ICLR | Circuit Component Reuse Across Tasks in Transformer Language Models. | Jack Merullo, Carsten Eickhoff, Ellie Pavlick |
| 2024 | ICLR | Stable Anisotropic Regularization. | William Rudman, Carsten Eickhoff |
| 2024 | ICTIR | Retrieval Augmented Zero-Shot Text Classification. | Tassallah Abdullahi, Ritambhara Singh, Carsten Eickhoff |
| 2024 | NAACL | Language Models Implement Simple Word2Vec-style Vector Arithmetic. | Jack Merullo, Carsten Eickhoff, Ellie Pavlick |
| 2024 | SIGIR | Evaluating Search System Explainability with Psychometrics and Crowdsourcing. | Catherine Chen, Carsten Eickhoff |
| 2024 | SIGIR | Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval Models. | Catherine Chen, Jack Merullo, Carsten Eickhoff |
| 2023 | ACL | SIMSUM: Document-level Text Simplification via Simultaneous Summarization. | Sofia Blinova, Xinyu Zhou, Martin Jaggi, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2023 | CIKM | Predictive Uncertainty-based Bias Mitigation in Ranking. | Maria Heuss, Daniel Cohen, Masoud Mansoury, Maarten de Rijke, Carsten Eickhoff |
| 2023 | EACL | Parameter-efficient Modularised Bias Mitigation via AdapterFusion. | Deepak Kumar, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff, Markus Schedl, Navid Rekabsaz |
| 2023 | EMNLP | Outlier Dimensions Encode Task Specific Knowledge. | William Rudman, Catherine Chen, Carsten Eickhoff |
| 2023 | EMNLP | Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors. | George Zerveas, Navid Rekabsaz, Carsten Eickhoff |
| 2023 | ICLR | Linearly Mapping from Image to Text Space. | Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick |
| 2022 | ACL | NEWTS: A Corpus for News Topic-Focused Summarization. | Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff |
| 2022 | ACL | IsoScore: Measuring the Uniformity of Embedding Space Utilization. | William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff |
| 2022 | AMIA | When BERT Fails - The Limits of EHR Classification. | Augusto Garcia-Agundez, Carsten Eickhoff |
| 2022 | EMNLP | CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking. | George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff |
| 2022 | ICMLA | Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. | Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan |
| 2022 | SIGIR | Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences. | Daniel Cohen, Kevin Du, Bhaskar Mitra, Laura Mercurio, Navid Rekabsaz, Carsten Eickhoff |
| 2022 | SIGIR | Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization. | George Zerveas, Navid Rekabsaz, Daniel Cohen, Carsten Eickhoff |
| 2021 | CogSci | The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality. | Sheridan Feucht, Babak Hemmatian, Rachel Avram, Alexander Wey, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Bjrn Sandstede, Steven A. Sloman |
| 2021 | CogSci | Narratives of Consensus: a Decade of Reddit Discourse on Marijuana Legalization. | Babak Hemmatian, Nathaniel Goodman, Jonathan Lee, Carsten Eickhoff, Steven A. Sloman |
| 2021 | CogSci | Can computers tell a story? Discourse Structure in Computer-generated Text and Humans. | Alexander Wey, Babak Hemmatian, Rachel Avram, Sheridan Feucht, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Bjrn Sandstede, Steven A. Sloman |
| 2021 | EMNLP | Self-Supervised Neural Topic Modeling. | Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff |
| 2021 | ICTIR | A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models. | Oleg Lesota, Navid Rekabsaz, Daniel Cohen, Klaus Antonius Grasserbauer, Carsten Eickhoff, Markus Schedl |
| 2021 | KDD | A Transformer-based Framework for Multivariate Time Series Representation Learning. | George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff |
| 2021 | NAACL | SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain. | Ruochen Zhang, Carsten Eickhoff |
| 2021 | SIGIR | Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models. | Daniel Cohen, Bhaskar Mitra, Oleg Lesota, Navid Rekabsaz, Carsten Eickhoff |
| 2021 | SIGIR | TripClick: The Log Files of a Large Health Web Search Engine. | Navid Rekabsaz, Oleg Lesota, Markus Schedl, Jon Brassey, Carsten Eickhoff |
| 2020 | AMIA | Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. | Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar |
| 2020 | EMNLP | Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces. | Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick |
| 2020 | SIGIR | Search Result Explanations Improve Efficiency and Trust. | Jerome Ramos, Carsten Eickhoff |
| 2020 | WSDM | Overview of the Health Search and Data Mining (HSDM 2020) Workshop. | Carsten Eickhoff, Yubin Kim, Ryen W. White |
| 2019 | ECIR | Enriching Word Embeddings for Patent Retrieval with Global Context. | Sebastian Hofsttter, Navid Rekabsaz, Mihai Lupu, Carsten Eickhoff, Allan Hanbury |
| 2019 | ICTIR | DC3 - A Diagnostic Case Challenge Collection for Clinical Decision Support. | Carsten Eickhoff, Floran Gmehlin, Anu V. Patel, Jocelyn Boullier, Hamish Fraser |
| 2019 | ICTIR | Generative Adversarial Networks in Precision Oncology. | Leandro von Werra, Marcel Schngens, Ece D. Gamsiz Uzun, Carsten Eickhoff |
| 2019 | SIGIR | On the Effect of Low-Frequency Terms on Neural-IR Models. | Sebastian Hofsttter, Navid Rekabsaz, Carsten Eickhoff, Allan Hanbury |
| 2018 | AMIA | Distant Supervision in Clinical Information Retrieval. | Xing Wei, Carsten Eickhoff |
| 2018 | ECIR | Biomedical Question Answering via Weighted Neural Network Passage Retrieval. | Ferenc Galk, Carsten Eickhoff |
| 2018 | ECIR | Web2Text: Deep Structured Boilerplate Removal. | Thijs Vogels, Octavian-Eugen Ganea, Carsten Eickhoff |
| 2018 | WSDM | Cognitive Biases in Crowdsourcing. | Carsten Eickhoff |
| 2017 | SIGIR | Computing Web-scale Topic Models using an Asynchronous Parameter Server. | Rolf Jagerman, Carsten Eickhoff, Maarten de Rijke |
| 2016 | CIKM | Active Content-Based Crowdsourcing Task Selection. | Piyush Bansal, Carsten Eickhoff, Thomas Hofmann |
| 2016 | ECIR | Probabilistic Local Expert Retrieval. | Wen Li, Carsten Eickhoff, Arjen P. de Vries |
| 2016 | WWW | Probabilistic Bag-Of-Hyperlinks Model for Entity Linking. | Octavian-Eugen Ganea, Marina Ganea, Aurlien Lucchi, Carsten Eickhoff, Thomas Hofmann |
| 2016 | SIGIR | A Cross-Platform Collection of Social Network Profiles. | Maria Han Veiga, Carsten Eickhoff |
| 2016 | SIGIR | Retrieval Techniques for Contextual Learning. | Nino Weingart, Carsten Eickhoff |
| 2015 | CIKM | Exploiting Document Content for Efficient Aggregation of Crowdsourcing Votes. | Martin Davtyan, Carsten Eickhoff, Thomas Hofmann |
| 2015 | ECIR | Human Intelligence in Search and Retrieval. | Carsten Eickhoff |
| 2015 | SIGIR | An Eye-Tracking Study of Query Reformulation. | Carsten Eickhoff, Sebastian Dungs, Vu Tran |
| 2015 | SIGIR | Modelling Term Dependence with Copulas. | Carsten Eickhoff, Arjen P. de Vries, Thomas Hofmann |
| 2014 | CIKM | Modelling Complex Relevance Spaces with Copulas. | Carsten Eickhoff, Arjen P. de Vries |
| 2014 | ECIR | Crowd-powered experts: helping surgeons interpret breast cancer images. | Carsten Eickhoff |
| 2014 | ECIR | Geo-spatial Domain Expertise in Microblogs. | Wen Li, Carsten Eickhoff, Arjen P. de Vries |
| 2014 | WSDM | Lessons from the journey: a query log analysis of within-session learning. | Carsten Eickhoff, Jaime Teevan, Ryen White, Susan T. Dumais |
| 2013 | ECIR | Designing Human-Readable User Profiles for Search Evaluation. | Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais |
| 2013 | ECIR | Exploiting User Comments for Audio-Visual Content Indexing and Retrieval. | Carsten Eickhoff, Wen Li, Arjen P. de Vries |
| 2013 | SIGIR | Copulas for information retrieval. | Carsten Eickhoff, Arjen P. de Vries, Kevyn Collins-Thompson |
| 2013 | WSDM | Personalizing atypical web search sessions. | Carsten Eickhoff, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais |
| 2012 | CIKM | The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web. | Karl Gyllstrom, Carsten Eickhoff, Arjen P. de Vries, Marie-Francine Moens |
| 2012 | CIKM | Booksonline'12: 5th workshop on online books, complementary social media and their impact. | Gabriella Kazai, Monica Landoni, Carsten Eickhoff, Peter Brusilovsky |
| 2012 | ECIR | EmSe: Supporting Children's Information Needs within a Hospital Environment. | 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 | LREC | The BladeMistress Corpus: From Talk to Action in Virtual Worlds. | Anton Leuski, Carsten Eickhoff, James Ganis, Victor Lavrenko |
| 2012 | SIGIR | Relevance as a subjective and situational multidimensional concept. | Carsten Eickhoff |
| 2012 | SIGIR | Quality through flow and immersion: gamifying crowdsourced relevance assessments. | Carsten Eickhoff, Christopher G. Harris, Arjen P. de Vries, Padmini Srinivasan |
| 2012 | SIGIR | Want a coffee?: predicting users' trails. | Wen Li, Carsten Eickhoff, Arjen P. de Vries |
| 2011 | CIKM | BooksOnline'11: 4th workshop on online books, complementary social media, and crowdsourcing. | Gabriella Kazai, Carsten Eickhoff, Peter Brusilovsky |
| 2011 | CIKM | The where in the tweet. | Wen Li, Pavel Serdyukov, Arjen P. de Vries, Carsten Eickhoff, Martha A. Larson |
| 2011 | ECIR | Web Search Query Assistance Functionality for Young Audiences. | Carsten Eickhoff, Tamara Polajnar, Karl Gyllstrom, Sergio Duarte Torres, Richard Glassey |
| 2011 | WSDM | A combined topical/non-topical approach to identifying web sites for children. | Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries |
| 2010 | CIKM | Web page classification on child suitability. | Carsten Eickhoff, Pavel Serdyukov, Arjen P. de Vries |