Roi Reichart

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 141

Top Venues

CoRR

Trans. Assoc. Comput. Linguistics

ACL (1)

EMNLP

Publications

Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. NAACL-HLT (2024)
Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart
Can LLMs Learn Macroeconomic Narratives from Social Media? CoRR (2024)
Eilam Shapira, Omer Madmon, Roi Reichart, Moshe Tennenholtz
Can Large Language Models Replace Economic Choice Prediction Labs? CoRR (2024)
Shir Lissak, Nitay Calderon, Geva Shenkman, Yaakov Ophir, Eyal Fruchter, Anat Brunstein Klomek, Roi Reichart
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth. CoRR (2024)
Nitay Calderon, Roi Reichart
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs. CoRR (2024)
Amir Taubenfeld, Yaniv Dover, Roi Reichart, Ariel Goldstein
Systematic Biases in LLM Simulations of Debates. CoRR (2024)
Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. ICLR (2024)
Liam Hazan, Gili Focht, Naama Gavrielov, Roi Reichart, Talar Hagopian, Mary-Louise C. Greer, Ruth Cytter-Kuint, Dan Turner, Moti Freiman
Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language. CoRR (2024)
Shir Lissak, Yaakov Ophir, Refael Tikochinski, Anat Brunstein Klomek, Itay Sisso, Eyal Fruchter, Roi Reichart
Bored to Death: Artificial Intelligence Research Reveals the Role of Boredom in Suicide Behavior. CoRR (2024)
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
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). AAAI (2024)
Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? CoRR (2024)
Alon Goldstein, Miriam Havin, Roi Reichart, Ariel Goldstein
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers. EMNLP (Findings) (2023)
Alon Goldstein, Miriam Havin, Roi Reichart, Ariel Goldstein
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers. CoRR (2023)
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
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. J. Artif. Intell. Res. 77 (2023)
Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. ACL (1) (2023)
Tomer Volk, Eyal Ben-David, Ohad Amosy, Gal Chechik, Roi Reichart
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains. EMNLP (Findings) (2023)
Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals. CoRR (2023)
Nitay Calderon, Subhabrata Mukherjee, Roi Reichart, Amir Kantor
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training. CoRR (2023)
Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method. Trans. Assoc. Comput. Linguistics 11 (2023)
Nitay Calderon, Naveh Porat, Eyal Ben-David, Zorik Gekhman, Nadav Oved, Roi Reichart
Measuring the Robustness of Natural Language Processing Models to Domain Shifts. CoRR (2023)
Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. CoRR (2023)
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
The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models. CoRR (2023)
Yael Badian, Yaakov Ophir, Refael Tikochinski, Nitay Calderon, Anat Brunstein Klomek, Roi Reichart
A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images. CoRR (2023)
Eilam Shapira, Reut Apel, Moshe Tennenholtz, Roi Reichart
Human Choice Prediction in Non-Cooperative Games: Simulation-based Off-Policy Evaluation. CoRR (2023)
Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart
Designing an Automatic Agent for Repeated Language-based Persuasion Games. Trans. Assoc. Comput. Linguistics 10 (2022)
Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies. ICLR (2022)
Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. ACL (1) (2022)
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
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. Trans. Assoc. Comput. Linguistics 10 (2022)
Eyal Ben-David, Nadav Oved, Roi Reichart
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains. Trans. Assoc. Comput. Linguistics 10 (2022)
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. NeurIPS (2022)
Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
A Functional Information Perspective on Model Interpretation. ICML (2022)
Tomer Volk, Eyal Ben-David, Ohad Amosy, Gal Chechik, Roi Reichart
Example-based Hypernetworks for Out-of-Distribution Generalization. CoRR (2022)
Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies. CoRR (2022)
Amir Feder, Guy Horowitz, Yoav Wald, Roi Reichart, Nir Rosenfeld
In the Eye of the Beholder: Robust Prediction with Causal User Modeling. CoRR (2022)
Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method. CoRR (2022)
Guy Rotman, Roi Reichart
Multi-task Active Learning for Pre-trained Transformer-based Models. Trans. Assoc. Comput. Linguistics 10 (2022)
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. CoRR (2022)
Guy Rotman, Roi Reichart
Multi-task Active Learning for Pre-trained Transformer-based Models. CoRR (2022)
Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz
Predicting Decisions in Language Based Persuasion Games. J. Artif. Intell. Res. 73 (2022)
Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan
A Functional Information Perspective on Model Interpretation. CoRR (2022)
Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation. CoRR (2022)
Eyal Ben-David, Yftah Ziser, Roi Reichart
Domain Adaptation from Scratch. CoRR (2022)
Amir Feder, Guy Horowitz, Yoav Wald, Roi Reichart, Nir Rosenfeld
In the Eye of the Beholder: Robust Prediction with Causal User Modeling. NeurIPS (2022)
Ohad Amosy, Tomer Volk, Eyal Ben-David, Roi Reichart, Gal Chechik
Text2Model: Model Induction for Zero-shot Generalization Using Task Descriptions. CoRR (2022)
Guy Rotman, Amir Feder, Roi Reichart
Model Compression for Domain Adaptation through Causal Effect Estimation. Trans. Assoc. Comput. Linguistics 9 (2021)
Entony Lekhtman, Yftah Ziser, Roi Reichart
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction. EMNLP (1) (2021)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
Towards Zero-shot Language Modeling. CoRR (2021)
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
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. CoRR (2021)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics 9 (2021)
Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. CoRR (2021)
Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. ACL/IJCNLP (2) (2021)
Entony Lekhtman, Yftah Ziser, Roi Reichart
DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction. CoRR (2021)
Elad Kravi, Yaron Kanza, Benny Kimelfeld, Roi Reichart
Location Classification Based on Tweets. GeoAI@SIGSPATIAL (2021)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) (2021)
Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. CoRR (2021)
Guy Rotman, Amir Feder, Roi Reichart
Model Compression for Domain Adaptation through Causal Effect Estimation. CoRR (2021)
Maya Raifer, Guy Rotman, Reut Apel, Moshe Tennenholtz, Roi Reichart
Designing an Automatic Agent for Repeated Language based Persuasion Games. CoRR (2021)
Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. EACL (2021)
Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart
CausaLM: Causal Model Explanation Through Counterfactual Language Models. Comput. Linguistics 47 (2) (2021)
Eyal Ben-David, Nadav Oved, Roi Reichart
PADA: A Prompt-based Autoregressive Approach for Adaptation to Unseen Domains. CoRR (2021)
Elad Kravi, Yaron Kanza, Benny Kimelfeld, Roi Reichart
Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts. SIGSPATIAL/GIS (2020)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines. CoRR (2020)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR (2020)
Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. EMNLP (1) (2020)
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
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR (2020)
Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart
Semantically Driven Sentence Fusion: Modeling and Evaluation. EMNLP (Findings) (2020)
Nadav Oved, Amir Feder, Roi Reichart
Predicting In-Game Actions from Interviews of NBA Players. Comput. Linguistics 46 (3) (2020)
Eyal Ben-David, Carmel Rabinovitz, Roi Reichart
PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models. Trans. Assoc. Comput. Linguistics 8 (2020)
Elad Kravi, Benny Kimelfeld, Yaron Kanza, Roi Reichart
Automatic Location Type Classification From Social-Media Posts. CoRR (2020)
Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. CoRR (2020)
Omer Ben-Porat, Sharon Hirsch, Lital Kuchy, Guy Elad, Roi Reichart, Moshe Tennenholtz
Predicting Strategic Behavior from Free Text. J. Artif. Intell. Res. 68 (2020)
Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz
Predicting Decisions in Language Based Persuasion Games. CoRR (2020)
Dor Ringel, Rotem Dror, Roi Reichart
The Structured Weighted Violations MIRA. CoRR (2020)
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR (2020)
Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL (2020)
Eyal Ben-David, Carmel Rabinovitz, Roi Reichart
PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models. CoRR (2020)
Omer Ben-Porat, Lital Kuchy, Sharon Hirsch, Guy Elad, Roi Reichart, Moshe Tennenholtz
Predicting Strategic Behavior from Free Text (Extended Abstract). IJCAI (2020)
Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart
CausaLM: Causal Model Explanation Through Counterfactual Language Models. CoRR (2020)
Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart
Semantically Driven Sentence Fusion: Modeling and Evaluation. CoRR (2020)
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
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics 46 (4) (2020)
Omer Ben-Porat, Sharon Hirsch, Lital Kuchy, Guy Elad, Roi Reichart, Moshe Tennenholtz
Predicting Strategic Behavior from Free Text. CoRR (2020)
Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? CoRR (2019)
Ofer Givoli, Roi Reichart
Zero-Shot Semantic Parsing for Instructions. CoRR (2019)
Ofer Givoli, Roi Reichart
Zero-Shot Semantic Parsing for Instructions. ACL (1) (2019)
Guy Rotman, Roi Reichart
Deep Contextualized Self-training for Low Resource Dependency Parsing. Trans. Assoc. Comput. Linguistics 7 (2019)
Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) (2019)
Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen
Bayesian Learning for Neural Dependency Parsing. NAACL-HLT (1) (2019)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) (2019)
Golan Levy, Raquel Sitman, Ido Amir, Eduard Golshtein, Ran Mochary, Eilon Reshef, Roi Reichart, Omri Allouche
GECKO - A Tool for Effective Annotation of Human Conversations. INTERSPEECH (2019)
Yftah Ziser, Roi Reichart
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation. ACL (1) (2019)
Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP/IJCNLP (1) (2019)
Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics 45 (3) (2019)
Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart
Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing. Trans. Assoc. Comput. Linguistics 7 (2019)
Nadav Oved, Amir Feder, Roi Reichart
Predicting In-game Actions From the Language of NBA Players. CoRR (2019)
Guy Rotman, Roi Reichart
Deep Contextualized Self-training for Low Resource Dependency Parsing. CoRR (2019)
Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoNLL (2019)
Rotem Dror, Segev Shlomov, Roi Reichart
Deep Dominance - How to Properly Compare Deep Neural Models. ACL (1) (2019)
Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoRR (2019)
Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP (2018)
Rotem Dror, Roi Reichart
Appendix - Recommended Statistical Significance Tests for NLP Tasks. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roi Reichart