Roi Reichart - RankMe

220 papers A* 30A 3B 17Journal 120Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Alignment Makes Language Models Normative, Not Descriptive. CoRR Eilam Shapira, Moshe Tennenholtz, Roi Reichart
2026	J	`jnl`	Artificial intelligence is creating a new global linguistic hierarchy. CoRR Giulia Occhini, Kumiko Tanaka-Ishii, Anna Barford, Refael Tikochinski, Songbo Hu, Roi Reichart, Yijie Zhou, Hannah Claus, Ulla Petti, Ivan Vulic, Ramit Debnath, Anna Korhonen
2026	J	`jnl`	LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals. CoRR Gilat Toker, Nitay Calderon, Ohad Amosy, Roi Reichart
2026	J	`jnl`	Motivation in Large Language Models. CoRR Omer Nahum, Asael Sklar, Ariel Goldstein, Roi Reichart
2026	J	`jnl`	Textual Planning with Explicit Latent Transitions. CoRR Eliezer Shlomi, Ido Levy, Eilam Shapira, Michael Katz, Guy Uziel, Segev Shlomov, Nir Mashkif, Roi Reichart, Sarah Keren
2026	J	`jnl`	The Poisoned Apple Effect: Strategic Manipulation of Mediated Markets via Technology Expansion of AI Agents. CoRR Eilam Shapira, Roi Reichart, Moshe Tennenholtz
2026	J	`jnl`	Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs. CoRR Zorik Gekhman, Roee Aharoni, Eran Ofek, Mor Geva, Roi Reichart, Jonathan Herzig
2025	J	`jnl`	A Systematic Review of NLP for Dementia: Tasks, Datasets, and Opportunities. Trans. Assoc. Comput. Linguistics Lotem Peled-Cohen, Roi Reichart
2025	J	`jnl`	AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation. CoRR Itay Nakash, Nitay Calderon, Eyal Ben-David, Elad Hoffer, Roi Reichart
2025	A*	`conf`	Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. EMNLP Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart
2025	J	`jnl`	Bridging Online Behavior and Clinical Insight: A Longitudinal LLM-based Study of Suicidality on YouTube Reveals Novel Digital Markers. CoRR Ilanit Sobol, Shir Lissak, Refael Tikochinski, Tal Nakash, Anat Brunstein Klomek, Eyal Fruchter, Roi Reichart
2025	—	`conf`	Can LLMs Learn Macroeconomic Narratives from Social Media? NAACL (Findings) Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart
2025	J	`jnl`	DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models. CoRR Mor Ventura, Michael Toker, Or Patashnik, Yonatan Belinkov, Roi Reichart
2025	—	`conf`	Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. EMNLP (Findings) Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart
2025	J	`jnl`	Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. CoRR Lotem Peled-Cohen, Maya Zadok, Nitay Calderon, Hila Gonen, Roi Reichart
2025	J	`jnl`	Donors and Recipients: On Asymmetric Transfer Across Tasks and Languages with Parameter-Efficient Fine-Tuning. CoRR Kajetan Dymkiewicz, Ivan Vulic, Helen Yannakoudakis, Eilam Shapira, Roi Reichart, Anna Korhonen
2025	J	`jnl`	Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs. CoRR Yehonatan Peisakhovsky, Zorik Gekhman, Yosi Mass, Liat Ein-Dor, Roi Reichart
2025	J	`jnl`	HACK: Hallucinations Along Certainty and Knowledge Axes. CoRR Adi Simhi, Jonathan Herzig, Itay Itzhak, Dana Arad, Zorik Gekhman, Roi Reichart, Fazl Barez, Gabriel Stanovsky, Idan Szpektor, Yonatan Belinkov
2025	J	`jnl`	Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation. Trans. Assoc. Comput. Linguistics Eilam Shapira, Omer Madmon, Reut Apel, Moshe Tennenholtz, Roi Reichart
2025	J	`jnl`	Inside-Out: Hidden Factual Knowledge in LLMs. CoRR Zorik Gekhman, Eyal Ben-David, Hadas Orgad, Eran Ofek, Yonatan Belinkov, Idan Szpektor, Jonathan Herzig, Roi Reichart
2025	A*	`conf`	LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations. ICLR Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart, Idan Szpektor, Hadas Kotek, Yonatan Belinkov
2025	J	`jnl`	Leveraging NTPs for Efficient Hallucination Detection in VLMs. CoRR Ofir Azachi, Kfir Eliyahu, Eyal El Ani, Rom Himelstein, Roi Reichart, Yuval Pinter, Nitay Calderon
2025	A*	`conf`	Multi-Domain Explainability of Preferences. EMNLP Nitay Calderon, Liat Ein-Dor, Roi Reichart
2025	J	`jnl`	Multi-Domain Explainability of Preferences. CoRR Nitay Calderon, Liat Ein-Dor, Roi Reichart
2025	A*	`conf`	NL-Eye: Abductive NLI For Images. ICLR Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart
2025	J	`jnl`	Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. Trans. Assoc. Comput. Linguistics Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart
2025	—	`conf`	On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. NAACL (Long Papers) Nitay Calderon, Roi Reichart
2025	J	`jnl`	TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations. CoRR Alan Arazi, Eilam Shapira, Roi Reichart
2025	—	`conf`	The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. ACL (1) Nitay Calderon, Roi Reichart, Rotem Dror
2025	J	`jnl`	The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs. CoRR Nitay Calderon, Roi Reichart, Rotem Dror
2024	J	`jnl`	A Systematic Review of NLP for Dementia- Tasks, Datasets and Opportunities. CoRR Lotem Peled-Cohen, Roi Reichart
2024	J	`jnl`	Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance. CoRR Omer Nahum, Nitay Calderon, Orgad Keller, Idan Szpektor, Roi Reichart
2024	J	`jnl`	Bored to Death: Artificial Intelligence Research Reveals the Role of Boredom in Suicide Behavior. CoRR Shir Lissak, Yaakov Ophir, Refael Tikochinski, Anat Brunstein Klomek, Itay Sisso, Eyal Fruchter, Roi Reichart
2024	J	`jnl`	Can LLMs Learn Macroeconomic Narratives from Social Media? CoRR Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart
2024	J	`jnl`	Can Large Language Models Replace Economic Choice Prediction Labs? CoRR Eilam Shapira, Omer Madmon, Roi Reichart, Moshe Tennenholtz
2024	A*	`conf`	Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig
2024	J	`jnl`	Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? CoRR Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig
2024	A*	`conf`	Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. ICLR Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
2024	J	`jnl`	GLEE: A Unified Framework and Benchmark for Language-based Economic Environments. CoRR Eilam Shapira, Omer Madmon, Itamar Reinman, Samuel Joseph Amouyal, Roi Reichart, Moshe Tennenholtz
2024	J	`jnl`	LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations. CoRR Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart, Idan Szpektor, Hadas Kotek, Yonatan Belinkov
2024	—	`conf`	Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language. ClinicalNLP@NAACL Liam Hazan, Naama Gavrielov, Roi Reichart, Talar Hagopian, Mary-Louise C. Greer, Ruth Cytter-Kuint, Gili Focht, Dan Turner, Moti Freiman
2024	J	`jnl`	Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language. CoRR Liam Hazan, Gili Focht, Naama Gavrielov, Roi Reichart, Talar Hagopian, Mary-Louise C. Greer, Ruth Cytter-Kuint, Dan Turner, Moti Freiman
2024	—	`conf`	Measuring the Robustness of NLP Models to Domain Shifts. EMNLP (Findings) Nitay Calderon, Naveh Porat, Eyal Ben-David, Alexander Chapanin, Zorik Gekhman, Nadav Oved, Vitaly Shalumov, Roi Reichart
2024	J	`jnl`	NL-Eye: Abductive NLI for Images. CoRR Mor Ventura, Michael Toker, Nitay Calderon, Zorik Gekhman, Yonatan Bitton, Roi Reichart
2024	J	`jnl`	On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. CoRR Nitay Calderon, Roi Reichart
2024	A*	`conf`	Systematic Biases in LLM Simulations of Debates. EMNLP Amir Taubenfeld, Yaniv Dover, Roi Reichart, Ariel Goldstein
2024	J	`jnl`	Systematic Biases in LLM Simulations of Debates. CoRR Amir Taubenfeld, Yaniv Dover, Roi Reichart, Ariel Goldstein
2024	—	`conf`	Text2Model: Text-based Model Induction for Zero-shot Image Classification. EMNLP (Findings) Ohad Amosy, Tomer Volk, Eilam Shapira, Eyal Ben-David, Roi Reichart, Gal Chechik
2024	—	`conf`	The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. NAACL-HLT Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
2024	J	`jnl`	The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. CoRR Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
2024	A*	`conf`	Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). AAAI Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
2023	J	`jnl`	A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images. CoRR Yael Badian, Yaakov Ophir, Refael Tikochinski, Nitay Calderon, Anat Brunstein Klomek, Roi Reichart
2023	—	`conf`	A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. ACL (1) Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
2023	J	`jnl`	A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. CoRR Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
2023	—	`conf`	Decoding Stumpers: Large Language Models vs. Human Problem-Solvers. EMNLP (Findings) Alon Goldstein, Miriam Havin, Roi Reichart, Ariel Goldstein
2023	J	`jnl`	Decoding Stumpers: Large Language Models vs. Human Problem-Solvers. CoRR Alon Goldstein, Miriam Havin, Roi Reichart, Ariel Goldstein
2023	—	`conf`	Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains. EMNLP (Findings) Tomer Volk, Eyal Ben-David, Ohad Amosy, Gal Chechik, Roi Reichart
2023	J	`jnl`	Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. CoRR Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
2023	J	`jnl`	Human Choice Prediction in Language-based Non-Cooperative Games: Simulation-based Off-Policy Evaluation. CoRR Eilam Shapira, Reut Apel, Moshe Tennenholtz, Roi Reichart
2023	J	`jnl`	Measuring the Robustness of Natural Language Processing Models to Domain Shifts. CoRR Nitay Calderon, Naveh Porat, Eyal Ben-David, Zorik Gekhman, Nadav Oved, Roi Reichart
2023	J	`jnl`	Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. CoRR Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart
2023	J	`jnl`	On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method. Trans. Assoc. Comput. Linguistics Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart
2023	J	`jnl`	The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models. CoRR Ariel Goldstein, Eric Ham, Mariano Schain, Samuel A. Nastase, Zaid Zada, Avigail Dabush, Bobbi Aubrey, Harshvardhan Gazula, Amir Feder, Werner K. Doyle, Sasha Devore, Patricia Dugan, Daniel Friedman, Roi Reichart, Michael P. Brenner, Avinatan Hassidim, Orrin Devinsky, Adeen Flinker, Omer Levy, Uri Hasson
2023	J	`jnl`	Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. J. Artif. Intell. Res. Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
2022	A*	`conf`	A Functional Information Perspective on Model Interpretation. ICML Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
2022	J	`jnl`	A Functional Information Perspective on Model Interpretation. CoRR Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
2022	A*	`conf`	CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. NeurIPS Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
2022	J	`jnl`	CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. CoRR Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
2022	J	`jnl`	Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. Trans. Assoc. Comput. Linguistics Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang
2022	J	`jnl`	Designing an Automatic Agent for Repeated Language-based Persuasion Games. Trans. Assoc. Comput. Linguistics Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart
2022	—	`conf`	DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. ACL (1) Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
2022	J	`jnl`	DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. CoRR Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
2022	J	`jnl`	Domain Adaptation from Scratch. CoRR Eyal Ben-David, Yftah Ziser, Roi Reichart
2022	J	`jnl`	Example-based Hypernetworks for Out-of-Distribution Generalization. CoRR Tomer Volk, Eyal Ben-David, Ohad Amosy, Gal Chechik, Roi Reichart
2022	A*	`conf`	In the Eye of the Beholder: Robust Prediction with Causal User Modeling. NeurIPS Amir Feder, Guy Horowitz, Yoav Wald, Roi Reichart, Nir Rosenfeld
2022	J	`jnl`	In the Eye of the Beholder: Robust Prediction with Causal User Modeling. CoRR Amir Feder, Guy Horowitz, Yoav Wald, Roi Reichart, Nir Rosenfeld
2022	A*	`conf`	Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies. ICLR Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan
2022	J	`jnl`	Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies. CoRR Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan
2022	J	`jnl`	Multi-task Active Learning for Pre-trained Transformer-based Models. CoRR Guy Rotman, Roi Reichart
2022	J	`jnl`	Multi-task Active Learning for Pre-trained Transformer-based Models. Trans. Assoc. Comput. Linguistics Guy Rotman, Roi Reichart
2022	J	`jnl`	On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method. CoRR Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart
2022	J	`jnl`	PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains. Trans. Assoc. Comput. Linguistics Eyal Ben-David, Nadav Oved, Roi Reichart
2022	J	`jnl`	Predicting Decisions in Language Based Persuasion Games. J. Artif. Intell. Res. Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz
2022	J	`jnl`	Text2Model: Model Induction for Zero-shot Generalization Using Task Descriptions. CoRR Ohad Amosy, Tomer Volk, Eyal Ben-David, Roi Reichart, Gal Chechik
2021	—	`conf`	A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze
2021	—	`conf`	Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. ACL/IJCNLP (2) Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart
2021	J	`jnl`	Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. CoRR Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart
2021	J	`jnl`	CausaLM: Causal Model Explanation Through Counterfactual Language Models. Comput. Linguistics Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart
2021	J	`jnl`	Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. CoRR Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang
2021	A	`conf`	Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. EACL Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
2021	J	`jnl`	Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. CoRR Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
2021	—	`conf`	DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction. EMNLP (1) Entony Lekhtman, Yftah Ziser, Roi Reichart
2021	J	`jnl`	DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction. CoRR Entony Lekhtman, Yftah Ziser, Roi Reichart
2021	J	`jnl`	Designing an Automatic Agent for Repeated Language based Persuasion Games. CoRR Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart
2021	—	`conf`	Location Classification Based on Tweets. GeoAI@SIGSPATIAL Elad Kravi, Yaron Kanza, Benny Kimelfeld, Roi Reichart
2021	J	`jnl`	Model Compression for Domain Adaptation through Causal Effect Estimation. CoRR Guy Rotman, Amir Feder, Roi Reichart
2021	J	`jnl`	Model Compression for Domain Adaptation through Causal Effect Estimation. Trans. Assoc. Comput. Linguistics Guy Rotman, Amir Feder, Roi Reichart
2021	J	`jnl`	PADA: A Prompt-based Autoregressive Approach for Adaptation to Unseen Domains. CoRR Eyal Ben-David, Nadav Oved, Roi Reichart
2021	J	`jnl`	Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
2021	J	`jnl`	Towards Zero-shot Language Modeling. CoRR Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
2020	J	`jnl`	A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines. CoRR Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
2020	J	`jnl`	Automatic Location Type Classification From Social-Media Posts. CoRR Elad Kravi, Benny Kimelfeld, Yaron Kanza, Roi Reichart
2020	J	`jnl`	CausaLM: Causal Model Explanation Through Counterfactual Language Models. CoRR Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart
2020	—	`conf`	Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts. SIGSPATIAL/GIS Elad Kravi, Yaron Kanza, Benny Kimelfeld, Roi Reichart
2020	J	`jnl`	Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. CoRR Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen
2020	A*	`conf`	Multidirectional Associative Optimization of Function-Specific Word Representations. ACL Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020	J	`jnl`	PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models. CoRR Eyal Ben-David, Carmel Rabinovitz, Roi Reichart
2020	J	`jnl`	PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models. Trans. Assoc. Comput. Linguistics Eyal Ben-David, Carmel Rabinovitz, Roi Reichart
2020	J	`jnl`	Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Predicting Decisions in Language Based Persuasion Games. CoRR Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz
2020	J	`jnl`	Predicting In-Game Actions from Interviews of NBA Players. Comput. Linguistics Nadav Oved, Amir Feder, Roi Reichart
2020	A*	`conf`	Predicting Strategic Behavior from Free Text (Extended Abstract). IJCAI Omer Ben-Porat, Lital Kuchy, Sharon Hirsch, Guy Elad, Roi Reichart, Moshe Tennenholtz
2020	J	`jnl`	Predicting Strategic Behavior from Free Text. CoRR Omer Ben-Porat, Sharon Hirsch, Lital Kuchy, Guy Elad, Roi Reichart, Moshe Tennenholtz
2020	J	`jnl`	Predicting Strategic Behavior from Free Text. J. Artif. Intell. Res. Omer Ben-Porat, Sharon Hirsch, Lital Kuchy, Guy Elad, Roi Reichart, Moshe Tennenholtz
2020	—	`conf`	Semantically Driven Sentence Fusion: Modeling and Evaluation. EMNLP (Findings) Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart
2020	J	`jnl`	Semantically Driven Sentence Fusion: Modeling and Evaluation. CoRR Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart
2020	—	`book`	Statistical Significance Testing for Natural Language Processing Rotem Dror, Lotem Peled-Cohen, Segev Shlomov, Roi Reichart
2020	—	`conf`	The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. EMNLP (1) Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
2020	J	`jnl`	The Structured Weighted Violations MIRA. CoRR Dor Ringel, Rotem Dror, Roi Reichart
2019	—	`conf`	Bayesian Learning for Neural Dependency Parsing. NAACL-HLT (1) Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen
2019	—	`conf`	Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	J	`jnl`	Deep Contextualized Self-training for Low Resource Dependency Parsing. CoRR Guy Rotman, Roi Reichart
2019	J	`jnl`	Deep Contextualized Self-training for Low Resource Dependency Parsing. Trans. Assoc. Comput. Linguistics Guy Rotman, Roi Reichart
2019	—	`conf`	Deep Dominance - How to Properly Compare Deep Neural Models. ACL (1) Rotem Dror, Segev Shlomov, Roi Reichart
2019	—	`conf`	Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP/IJCNLP (1) Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	J	`jnl`	Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? CoRR Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	A	`conf`	GECKO - A Tool for Effective Annotation of Human Conversations. INTERSPEECH Golan Levy, Raquel Sitman, Ido Amir, Eduard Golshtein, Ran Mochary, Eilon Reshef, Roi Reichart, Omri Allouche
2019	J	`jnl`	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
2019	B	`conf`	On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoNLL Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen
2019	J	`jnl`	On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoRR Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen
2019	J	`jnl`	Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing. Trans. Assoc. Comput. Linguistics Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart
2019	J	`jnl`	Predicting In-game Actions From the Language of NBA Players. CoRR Nadav Oved, Amir Feder, Roi Reichart
2019	—	`conf`	Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation. ACL (1) Yftah Ziser, Roi Reichart
2019	—	`conf`	Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
2019	—	`conf`	Zero-Shot Semantic Parsing for Instructions. ACL (1) Ofer Givoli, Roi Reichart
2019	J	`jnl`	Zero-Shot Semantic Parsing for Instructions. CoRR Ofer Givoli, Roi Reichart
2018	J	`jnl`	Appendix - Recommended Statistical Significance Tests for NLP Tasks. CoRR Rotem Dror, Roi Reichart
2018	—	`conf`	Bridging Languages through Images with Deep Partial Canonical Correlation Analysis. ACL (1) Guy Rotman, Ivan Vulic, Roi Reichart
2018	A*	`conf`	Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance. EMNLP Yftah Ziser, Roi Reichart
2018	—	`conf`	Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic
2018	J	`jnl`	Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen
2018	J	`jnl`	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
2018	A*	`conf`	Neural Transition Based Parsing of Web Queries: An Entity Based Approach. EMNLP Rivka Malca, Roi Reichart
2018	A*	`conf`	On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
2018	—	`conf`	Pivot Based Language Modeling for Improved Neural Domain Adaptation. NAACL-HLT Yftah Ziser, Roi Reichart
2018	—	`conf`	The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing. ACL (1) Rotem Dror, Gili Baumer, Segev Shlomov, Roi Reichart
2017	B	`conf`	Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. CoNLL Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen
2017	—	`conf`	Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. ACL (1) Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen
2017	J	`jnl`	Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. CoRR Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen
2017	B	`conf`	Neural Structural Correspondence Learning for Domain Adaptation. CoNLL Yftah Ziser, Roi Reichart
2017	—	`ed.`	Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP, RepEval@EMNLP 2017, Copenhagen, Denmark, September 8, 2017 RepEval@EMNLP Samuel R. Bowman, Yoav Goldberg, Felix Hill, Angeliki Lazaridou, Omer Levy, Roi Reichart, Anders Søgaard
2017	J	`jnl`	Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets. CoRR Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart
2017	J	`jnl`	Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets. Trans. Assoc. Comput. Linguistics Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart
2017	—	`conf`	Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation. ACL (1) Lotem Peled, Roi Reichart
2017	J	`jnl`	Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation. CoRR Lotem Peled, Roi Reichart
2017	J	`jnl`	Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. CoRR Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
2017	J	`jnl`	Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. Trans. Assoc. Comput. Linguistics Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
2016	J	`jnl`	A Factorized Model for Transitive Verbs in Compositional Distributional Semantics. CoRR Lilach Edelstein, Roi Reichart
2016	J	`jnl`	Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations. CoRR Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen
2016	J	`jnl`	Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL. CoRR Yevgeni Berzak, Roi Reichart, Boris Katz
2016	—	`conf`	Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference. ACL (1) Effi Levi, Roi Reichart, Ari Rappoport
2016	J	`jnl`	Effective Combination of Language and Vision Through Model Composition and the R-CCA Method. CoRR Hagar Loeub, Roi Reichart
2016	A*	`conf`	Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing. EMNLP Ilan Tchernowitz, Liron Yedidsion, Roi Reichart
2016	—	`conf`	Finger flexion imagery: EEG classification through physiologically-inspired feature extraction and hierarchical voting. BCI Daniel Furman, Roi Reichart, Hillel Pratt
2016	J	`jnl`	Neural Structural Correspondence Learning for Domain Adaptation. CoRR Yftah Ziser, Roi Reichart
2016	A*	`conf`	SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. EMNLP Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
2016	J	`jnl`	SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. CoRR Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
2016	B	`conf`	Survey on the Use of Typological Information in Natural Language Processing. COLING Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen
2016	J	`jnl`	Survey on the Use of Typological Information in Natural Language Processing. CoRR Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen
2016	—	`conf`	Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives. HLT-NAACL Roy Schwartz, Roi Reichart, Ari Rappoport
2016	—	`conf`	Syntactic Parsing of Web Queries with Question Intent. HLT-NAACL Yuval Pinter, Roi Reichart, Idan Szpektor
2016	A*	`conf`	The Structured Weighted Violations Perceptron Algorithm. EMNLP Rotem Dror, Roi Reichart
2016	J	`jnl`	The Structured Weighted Violations Perceptron Algorithm. CoRR Rotem Dror, Roi Reichart
2016	J	`jnl`	The Yahoo Query Treebank, V. 1.0. CoRR Yuval Pinter, Roi Reichart, Idan Szpektor
2015	B	`conf`	Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL. CoNLL Yevgeni Berzak, Roi Reichart, Boris Katz
2015	J	`jnl`	Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference. CoRR Effi Levi, Roi Reichart, Ari Rappoport
2015	J	`jnl`	Judgment Language Matters: Multilingual Vector Space Models for Judgment Language Aware Lexical Semantics. CoRR Ira Leviant, Roi Reichart
2015	J	`jnl`	SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation. Comput. Linguistics Felix Hill, Roi Reichart, Anna Korhonen
2015	B	`conf`	Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction. CoNLL Roy Schwartz, Roi Reichart, Ari Rappoport
2015	J	`jnl`	Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents. Trans. Assoc. Comput. Linguistics Yufan Guo, Roi Reichart, Anna Korhonen
2014	A*	`conf`	An Unsupervised Model for Instance Level Subcategorization Acquisition. EMNLP Simon Baker, Roi Reichart, Anna Korhonen
2014	B	`conf`	Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns. COLING Roy Schwartz, Roi Reichart, Ari Rappoport
2014	J	`jnl`	Multi-Modal Models for Concrete and Abstract Concept Meaning. Trans. Assoc. Comput. Linguistics Felix Hill, Roi Reichart, Anna Korhonen
2014	B	`conf`	Reconstructing Native Language Typology from Foreign Language Usage. CoNLL Yevgeni Berzak, Roi Reichart, Boris Katz
2014	J	`jnl`	Reconstructing Native Language Typology from Foreign Language Usage. CoRR Yevgeni Berzak, Roi Reichart, Boris Katz
2014	J	`jnl`	SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation. CoRR Felix Hill, Roi Reichart, Anna Korhonen
2013	—	`conf`	Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints. HLT-NAACL Yufan Guo, Roi Reichart, Anna Korhonen
2013	—	`conf`	Improved Lexical Acquisition through DPP-based Verb Clustering. ACL (1) Roi Reichart, Anna Korhonen
2012	B	`conf`	A Diverse Dirichlet Process Ensemble for Unsupervised Induction of Syntactic Categories. COLING Roi Reichart, Gal Elidan, Ari Rappoport
2012	—	`conf`	CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. COLING (Demos) Yufan Guo, Ilona Silins, Roi Reichart, Anna Korhonen
2012	—	`conf`	Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents. COLING (Posters) Roi Reichart, Anna Korhonen
2012	—	`conf`	Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints. EMNLP-CoNLL Alexander M. Rush, Roi Reichart, Michael Collins, Amir Globerson
2012	—	`conf`	Learning to Map into a Universal POS Tagset. EMNLP-CoNLL Yuan Zhang, Roi Reichart, Regina Barzilay, Amir Globerson
2012	—	`conf`	Multi-Event Extraction Guided by Global Constraints. HLT-NAACL Roi Reichart, Regina Barzilay
2012	A	`conf`	You Too?! Mixed-Initiative LDA Story Matching to Help Teens in Distress. ICWSM Karthik Dinakar, Birago Jones, Henry Lieberman, Rosalind W. Picard, Carolyn Penstein Rosé, Matthew Thoman, Roi Reichart
2011	A*	`conf`	Confidence Driven Unsupervised Semantic Parsing. ACL Dan Goldwasser, Roi Reichart, James Clarke, Dan Roth
2011	—	`conf`	Modeling the Detection of Textual Cyberbullying. The Social Mobile Web Karthik Dinakar, Roi Reichart, Henry Lieberman
2011	A*	`conf`	Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation. ACL Roy Schwartz, Omri Abend, Roi Reichart, Ari Rappoport
2011	—	`ed.`	Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, Edinburgh, Scotland, July 30, 2011 ULNLP@EMNLP Omri Abend, Anna Korhonen, Ari Rappoport, Roi Reichart
2010	—	`conf`	A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words. COLING (Posters) Shulamit Umansky-Pesin, Roi Reichart, Ari Rappoport
2010	A*	`conf`	Improved Fully Unsupervised Parsing with Zoomed Learning. EMNLP Roi Reichart, Ari Rappoport
2010	B	`conf`	Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint. CoNLL Roi Reichart, Raanan Fattal, Ari Rappoport
2010	A*	`conf`	Improved Unsupervised POS Induction through Prototype Discovery. ACL Omri Abend, Roi Reichart, Ari Rappoport
2010	—	`—`	Semi-supervised natural language acquisition (למידה מפוקחת למחצה של שפה טבעית על ידי מחשב.; למידה מפקחת למחצה של שפה טבעית על ידי מחשב.). Roi Reichart
2010	A*	`conf`	Tense Sense Disambiguation: A New Syntactic Polysemy Task. EMNLP Roi Reichart, Ari Rappoport
2010	B	`conf`	Type Level Clustering Evaluation: New Measures and a POS Induction Case Study. CoNLL Roi Reichart, Omri Abend, Ari Rappoport
2009	B	`conf`	Automatic Selection of High Quality Parses Created By a Fully Unsupervised Parser. CoNLL Roi Reichart, Ari Rappoport
2009	B	`conf`	Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures. CoNLL Roi Reichart, Ari Rappoport
2009	B	`conf`	Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser. CoNLL Dmitry Davidov, Roi Reichart, Ari Rappoport
2009	B	`conf`	The NVI Clustering Evaluation Measure. CoNLL Roi Reichart, Ari Rappoport
2009	—	`conf`	Unsupervised Argument Identification for Semantic Role Labeling. ACL/IJCNLP Omri Abend, Roi Reichart, Ari Rappoport
2008	B	`conf`	A Supervised Algorithm for Verb Disambiguation into VerbNet Classes. COLING Omri Abend, Roi Reichart, Ari Rappoport
2008	A*	`conf`	Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution. ACL Vivek Srikumar, Roi Reichart, Mark Sammons, Ari Rappoport, Dan Roth
2008	A*	`conf`	Multi-Task Active Learning for Linguistic Annotations. ACL Roi Reichart, Katrin Tomanek, Udo Hahn, Ari Rappoport
2008	B	`conf`	Unsupervised Induction of Labeled Parse Trees by Clustering with Syntactic Features. COLING Roi Reichart, Ari Rappoport
2007	A*	`conf`	An Ensemble Method for Selection of High Quality Parses. ACL Roi Reichart, Ari Rappoport
2007	A*	`conf`	Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets. ACL Roi Reichart, Ari Rappoport