| 2026 | ACL | Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs. | Yehonatan Peisakhovsky, Zorik Gekhman, Yosi Mass, Liat Ein-Dor, Roi Reichart |
| 2026 | ACL | LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. | Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart |
| 2025 | ACL | The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. | Nitay Calderon, Roi Reichart, Rotem Dror |
| 2025 | EMNLP | Multi-Domain Explainability of Preferences. | Nitay Calderon, Liat Ein-Dor, Roi Reichart |
| 2025 | EMNLP | Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. | Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart |
| 2025 | EMNLP | Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. | Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart |
| 2025 | ICLR | LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations. | Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart, Idan Szpektor, Hadas Kotek, Yonatan Belinkov |
| 2025 | ICLR | NL-Eye: Abductive NLI For Images. | Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart |
| 2025 | NAACL | On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. | Nitay Calderon, Roi Reichart |
| 2025 | NAACL | Can LLMs Learn Macroeconomic Narratives from Social Media? | Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart |
| 2024 | AAAI | Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). | Wout Schellaert, Fernando Martnez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Sen higeartaigh, Anna Korhonen, Jos Hernndez-Orallo |
| 2024 | EMNLP | Text2Model: Text-based Model Induction for Zero-shot Image Classification. | Ohad Amosy, Tomer Volk, Eilam Shapira, Eyal Ben-David, Roi Reichart, Gal Chechik |
| 2024 | EMNLP | Measuring the Robustness of NLP Models to Domain Shifts. | Nitay Calderon, Naveh Porat, Eyal Ben-David, Alexander Chapanin, Zorik Gekhman, Nadav Oved, Vitaly Shalumov, Roi Reichart |
| 2024 | EMNLP | Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? | Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig |
| 2024 | EMNLP | Systematic Biases in LLM Simulations of Debates. | Amir Taubenfeld, Yaniv Dover, Roi Reichart, Ariel Goldstein |
| 2024 | ICLR | Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. | Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart |
| 2024 | NAACL | The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. | Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart |
| 2023 | ACL | A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. | Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor |
| 2023 | EMNLP | Decoding Stumpers: Large Language Models vs. Human Problem-Solvers. | Alon Goldstein, Miriam Havin, Roi Reichart, Ariel Goldstein |
| 2023 | EMNLP | Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains. | Tomer Volk, Eyal Ben-David, Ohad Amosy, Gal Chechik, Roi Reichart |
| 2022 | ACL | DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. | Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart |
| 2022 | ICLR | Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies. | Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan |
| 2022 | ICML | A Functional Information Perspective on Model Interpretation. | Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan |
| 2021 | ACL | Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. | Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart |
| 2021 | ACL | A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. | Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schtze |
| 2021 | EACL | Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. | Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen |
| 2021 | EMNLP | DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction. | Entony Lekhtman, Yftah Ziser, Roi Reichart |
| 2020 | ACL | Multidirectional Associative Optimization of Function-Specific Word Representations. | Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen |
| 2020 | EMNLP | Semantically Driven Sentence Fusion: Modeling and Evaluation. | Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart |
| 2020 | EMNLP | The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. | Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen |
| 2020 | IJCAI | Predicting Strategic Behavior from Free Text (Extended Abstract). | Omer Ben-Porat, Lital Kuchy, Sharon Hirsch, Guy Elad, Roi Reichart, Moshe Tennenholtz |
| 2019 | ACL | Deep Dominance - How to Properly Compare Deep Neural Models. | Rotem Dror, Segev Shlomov, Roi Reichart |
| 2019 | ACL | Zero-Shot Semantic Parsing for Instructions. | Ofer Givoli, Roi Reichart |
| 2019 | ACL | Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation. | Yftah Ziser, Roi Reichart |
| 2019 | CoNLL | On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. | Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen |
| 2019 | EMNLP | Towards Zero-shot Language Modeling. | Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen |
| 2019 | EMNLP | Cross-lingual Semantic Specialization via Lexical Relation Induction. | Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen |
| 2019 | EMNLP | Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? | Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen |
| 2019 | Interspeech | GECKO - A Tool for Effective Annotation of Human Conversations. | Golan Levy, Raquel Sitman, Ido Amir, Eduard Golshtein, Ran Mochary, Eilon Reshef, Roi Reichart, Omri Allouche |
| 2019 | NAACL | Bayesian Learning for Neural Dependency Parsing. | Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen |
| 2018 | ACL | The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing. | Rotem Dror, Gili Baumer, Segev Shlomov, Roi Reichart |
| 2018 | ACL | Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. | Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic |
| 2018 | ACL | Bridging Languages through Images with Deep Partial Canonical Correlation Analysis. | Guy Rotman, Ivan Vulic, Roi Reichart |
| 2018 | EMNLP | On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. | Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen |
| 2018 | EMNLP | Neural Transition Based Parsing of Web Queries: An Entity Based Approach. | Rivka Malca, Roi Reichart |
| 2018 | EMNLP | Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance. | Yftah Ziser, Roi Reichart |
| 2018 | NAACL | Pivot Based Language Modeling for Improved Neural Domain Adaptation. | Yftah Ziser, Roi Reichart |
| 2017 | ACL | Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation. | Lotem Peled, Roi Reichart |
| 2017 | ACL | Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. | Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Saghdha, Steve J. Young, Anna Korhonen |
| 2017 | CoNLL | Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. | Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen |
| 2017 | CoNLL | Neural Structural Correspondence Learning for Domain Adaptation. | Yftah Ziser, Roi Reichart |
| 2016 | ACL | Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference. | Effi Levi, Roi Reichart, Ari Rappoport |
| 2016 | COLING | Survey on the Use of Typological Information in Natural Language Processing. | Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen |
| 2016 | EMNLP | The Structured Weighted Violations Perceptron Algorithm. | Rotem Dror, Roi Reichart |
| 2016 | EMNLP | SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. | Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen |
| 2016 | EMNLP | Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing. | Ilan Tchernowitz, Liron Yedidsion, Roi Reichart |
| 2016 | NAACL | Syntactic Parsing of Web Queries with Question Intent. | Yuval Pinter, Roi Reichart, Idan Szpektor |
| 2016 | NAACL | Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives. | Roy Schwartz, Roi Reichart, Ari Rappoport |
| 2015 | CoNLL | Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL. | Yevgeni Berzak, Roi Reichart, Boris Katz |
| 2015 | CoNLL | Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction. | Roy Schwartz, Roi Reichart, Ari Rappoport |
| 2014 | COLING | Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns. | Roy Schwartz, Roi Reichart, Ari Rappoport |
| 2014 | CoNLL | Reconstructing Native Language Typology from Foreign Language Usage. | Yevgeni Berzak, Roi Reichart, Boris Katz |
| 2014 | EMNLP | An Unsupervised Model for Instance Level Subcategorization Acquisition. | Simon Baker, Roi Reichart, Anna Korhonen |
| 2013 | ACL | Improved Lexical Acquisition through DPP-based Verb Clustering. | Roi Reichart, Anna Korhonen |
| 2013 | NAACL | Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints. | Yufan Guo, Roi Reichart, Anna Korhonen |
| 2012 | COLING | CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. | Yufan Guo, Ilona Silins, Roi Reichart, Anna Korhonen |
| 2012 | COLING | A Diverse Dirichlet Process Ensemble for Unsupervised Induction of Syntactic Categories. | Roi Reichart, Gal Elidan, Ari Rappoport |
| 2012 | COLING | Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents. | Roi Reichart, Anna Korhonen |
| 2012 | EMNLP | Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints. | Alexander M. Rush, Roi Reichart, Michael Collins, Amir Globerson |
| 2012 | EMNLP | Learning to Map into a Universal POS Tagset. | Yuan Zhang, Roi Reichart, Regina Barzilay, Amir Globerson |
| 2012 | ICWSM | You Too?! Mixed-Initiative LDA Story Matching to Help Teens in Distress. | Karthik Dinakar, Birago Jones, Henry Lieberman, Rosalind W. Picard, Carolyn Penstein Ros, Matthew Thoman, Roi Reichart |
| 2012 | NAACL | Multi-Event Extraction Guided by Global Constraints. | Roi Reichart, Regina Barzilay |
| 2011 | ACL | Confidence Driven Unsupervised Semantic Parsing. | Dan Goldwasser, Roi Reichart, James Clarke, Dan Roth |
| 2011 | ACL | Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation. | Roy Schwartz, Omri Abend, Roi Reichart, Ari Rappoport |
| 2011 | ICWSM | Modeling the Detection of Textual Cyberbullying. | Karthik Dinakar, Roi Reichart, Henry Lieberman |
| 2010 | ACL | Improved Unsupervised POS Induction through Prototype Discovery. | Omri Abend, Roi Reichart, Ari Rappoport |
| 2010 | COLING | A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words. | Shulamit Umansky-Pesin, Roi Reichart, Ari Rappoport |
| 2010 | CoNLL | Type Level Clustering Evaluation: New Measures and a POS Induction Case Study. | Roi Reichart, Omri Abend, Ari Rappoport |
| 2010 | CoNLL | Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint. | Roi Reichart, Raanan Fattal, Ari Rappoport |
| 2010 | EMNLP | Tense Sense Disambiguation: A New Syntactic Polysemy Task. | Roi Reichart, Ari Rappoport |
| 2010 | EMNLP | Improved Fully Unsupervised Parsing with Zoomed Learning. | Roi Reichart, Ari Rappoport |
| 2009 | ACL | Unsupervised Argument Identification for Semantic Role Labeling. | Omri Abend, Roi Reichart, Ari Rappoport |
| 2009 | CoNLL | Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser. | Dmitry Davidov, Roi Reichart, Ari Rappoport |
| 2009 | CoNLL | Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures. | Roi Reichart, Ari Rappoport |
| 2009 | CoNLL | Automatic Selection of High Quality Parses Created By a Fully Unsupervised Parser. | Roi Reichart, Ari Rappoport |
| 2009 | CoNLL | The NVI Clustering Evaluation Measure. | Roi Reichart, Ari Rappoport |
| 2008 | ACL | Multi-Task Active Learning for Linguistic Annotations. | Roi Reichart, Katrin Tomanek, Udo Hahn, Ari Rappoport |
| 2008 | ACL | Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution. | Vivek Srikumar, Roi Reichart, Mark Sammons, Ari Rappoport, Dan Roth |
| 2008 | COLING | A Supervised Algorithm for Verb Disambiguation into VerbNet Classes. | Omri Abend, Roi Reichart, Ari Rappoport |
| 2008 | COLING | Unsupervised Induction of Labeled Parse Trees by Clustering with Syntactic Features. | Roi Reichart, Ari Rappoport |
| 2007 | ACL | An Ensemble Method for Selection of High Quality Parses. | Roi Reichart, Ari Rappoport |
| 2007 | ACL | Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets. | Roi Reichart, Ari Rappoport |