Roi Reichart

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 — 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