← Authors

Roi Reichart

102 papers · 2007–2025 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (6) πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) πŸƒ Academic Marathon (18) 🏠 Conference Loyalist (25) πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion 🀝 Dynamic Duo (26) πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (294) ❓ The Questioner (7) ⚑ Prolific Year (8) πŸ“ˆ Trend Setter πŸ’Ž Century Club (101) πŸ”₯ Unstoppable (19)

Conferences

EMNLP (26) ACL (25) CONLL (14) NAACL (10) COLING (8) IJCNLP (7) ICLR (4) NIPS (2) AAAI (1) AACL (1) EACL (1) ICML (1) IJCAI (1) INTERSPEECH (1)

Top co-authors

Anna Korhonen (26) Ari Rappoport (25) Ivan Vulić (19) Nitay Calderon (14) Amir Feder (8) Edoardo Maria Ponti (7) Omri Abend (6) Roy Schwartz (5) Zorik Gekhman (5) Yi Zhu (5)

Research topics

Natural Language Processing (1) Linguistics (1)

Keywords

large language model (9) domain adaptation (6) few-shot learning (5) word embedding (5) zero-shot learning (5) typological feature (4) unsupervised learning (4) sentiment classification (4) transfer learning (4) natural language processing (4) bilingual lexicon induction (3) cross-lingual transfer (3) deep neural network (3) low-resource language (3) vision-language model (3) natural language inference (3) text generation (3) model interpretability (3) concept-based explanation (2) natural language generation (2)

Papers

NL-Eye: Abductive NLI For Images ICLR 2025
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations ICLR 2025
Can LLMs Learn Macroeconomic Narratives from Social Media? NAACL 2025
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness EMNLP 2025
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs NAACL 2025
Multi-Domain Explainability of Preferences EMNLP 2025
Leveraging NTPs for Efficient Hallucination Detection in VLMs AACL 2025
Leveraging NTPs for Efficient Hallucination Detection in VLMs IJCNLP 2025
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ACL 2025
Systematic Biases in LLM Simulations of Debates EMNLP 2024
Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth NAACL 2024
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals ICLR 2024
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) AAAI 2024
Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024
Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training ACL 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022
A Functional Information Perspective on Model Interpretation ICML 2022
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies ICLR 2022
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior NIPS 2022
In the Eye of the Beholder: Robust Prediction with Causal User Modeling NIPS 2022
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters IJCNLP 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions IJCNLP 2021
Semantically Driven Sentence Fusion: Modeling and Evaluation EMNLP 2020
Multidirectional Associative Optimization of Function-Specific Word Representations ACL 2020
Predicting Strategic Behavior from Free Text (Extended Abstract) IJCAI 2020
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020
Deep Dominance - How to Properly Compare Deep Neural Models ACL 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? IJCNLP 2019
Towards Zero-shot Language Modeling IJCNLP 2019
Cross-lingual Semantic Specialization via Lexical Relation Induction IJCNLP 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CONLL 2019
GECKO β€” A Tool for Effective Annotation of Human Conversations INTERSPEECH 2019
Bayesian Learning for Neural Dependency Parsing NAACL 2019
Cross-lingual Semantic Specialization via Lexical Relation Induction EMNLP 2019
Towards Zero-shot Language Modeling EMNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
Zero-Shot Semantic Parsing for Instructions ACL 2019
Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation ACL 2019
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP ACL 2019
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018
Neural Transition Based Parsing of Web Queries: An Entity Based Approach EMNLP 2018
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018
The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ACL 2017
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation ACL 2017
Neural Structural Correspondence Learning for Domain Adaptation CONLL 2017
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations CONLL 2017
Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives NAACL 2016
Survey on the Use of Typological Information in Natural Language Processing COLING 2016
The Structured Weighted Violations Perceptron Algorithm EMNLP 2016
Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing EMNLP 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity EMNLP 2016
Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference ACL 2016
Syntactic Parsing of Web Queries with Question Intent NAACL 2016
Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL CONLL 2015
Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction CONLL 2015
An Unsupervised Model for Instance Level Subcategorization Acquisition EMNLP 2014
Reconstructing Native Language Typology from Foreign Language Usage CONLL 2014
Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns COLING 2014
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints NAACL 2013
Improved Lexical Acquisition through DPP-based Verb Clustering ACL 2013
Learning to Map into a Universal POS Tagset EMNLP 2012
A Diverse Dirichlet Process Ensemble for Unsupervised Induction of Syntactic Categories COLING 2012
CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature COLING 2012
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints EMNLP 2012
Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints CONLL 2012
Learning to Map into a Universal POS Tagset CONLL 2012
Multi-Event Extraction Guided by Global Constraints NAACL 2012
Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents COLING 2012
Confidence Driven Unsupervised Semantic Parsing ACL 2011
Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation ACL 2011
Improved Unsupervised POS Induction through Prototype Discovery ACL 2010
Type Level Clustering Evaluation: New Measures and a POS Induction Case Study CONLL 2010
A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words COLING 2010
Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint CONLL 2010
Improved Fully Unsupervised Parsing with Zoomed Learning EMNLP 2010
Tense Sense Disambiguation: A New Syntactic Polysemy Task EMNLP 2010
The NVI Clustering Evaluation Measure CONLL 2009
Unsupervised Argument Identification for Semantic Role Labeling IJCNLP 2009
Automatic Selection of High Quality Parses Created By a Fully Unsupervised Parser CONLL 2009
Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser CONLL 2009
Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures CONLL 2009
Unsupervised Argument Identification for Semantic Role Labeling ACL 2009
Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution ACL 2008
A Supervised Algorithm for Verb Disambiguation into VerbNet Classes COLING 2008
Unsupervised Induction of Labeled Parse Trees by Clustering with Syntactic Features COLING 2008
Multi-Task Active Learning for Linguistic Annotations ACL 2008
Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets ACL 2007
An Ensemble Method for Selection of High Quality Parses ACL 2007