Shay B. Cohen

Transferrable Surrogates in Expressive Neural Architecture Search Spaces AutoML 2025 einspace: Searching for Neural Architectures from Fundamental Operations NeurIPS 2024 Spectral Editing of Activations for Large Language Model Alignment NeurIPS 2024 BERT Is Not The Count: Learning to Match Mathematical Statements with Proofs EACL 2023 DISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program Induction ACL 2023 Gold Doesn’t Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information EACL 2023 The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ACL 2023 Abstractive Summarization Guided by Latent Hierarchical Document Structure EMNLP 2022 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022 Sentence-Incremental Neural Coreference Resolution EMNLP 2022 A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples ACL 2021 A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing EMNLP 2021 A Root of a Problem: Optimizing Single-Root Dependency Parsing EMNLP 2021 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021 Text Generation from Discourse Representation Structures NAACL 2021 Compositional languages emerge in a neural iterated learning model ICLR 2020 Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ACL 2020 English-to-Chinese Transliteration with Phonetic Auxiliary Task AACL 2020 Learning Dialog Policies from Weak Demonstrations ACL 2020 Learning Latent Forests for Medical Relation Extraction IJCAI 2020 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation EMNLP 2020 Machine Reading of Historical Events ACL 2020 Multi-Step Inference for Reasoning Over Paragraphs EMNLP 2020 Obfuscation for Privacy-preserving Syntactic Parsing ACL 2020 Reducing Quantity Hallucinations in Abstractive Summarization EMNLP 2020 Tensors over Semirings for Latent-Variable Weighted Logic Programs ACL 2020 The Role of Reentrancies in Abstract Meaning Representation Parsing EMNLP 2020 Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle NAACL 2019 Discourse Representation Parsing for Sentences and Documents ACL 2019 Duality of Link Prediction and Entailment Graph Induction ACL 2019 Experimenting with Power Divergences for Language Modeling EMNLP 2019 Jointly Extracting and Compressing Documents with Summary State Representations NAACL 2019 Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP 2019 Semantic Role Labeling with Iterative Structure Refinement EMNLP 2019 Structural Neural Encoders for AMR-to-text Generation NAACL 2019 Wide-Coverage Neural A* Parsing for Minimalist Grammars ACL 2019 Abstract Meaning Representation for Paraphrase Detection NAACL 2018 Cross-Lingual Abstract Meaning Representation Parsing NAACL 2018 Discourse Representation Structure Parsing ACL 2018 Document Modeling with External Attention for Sentence Extraction ACL 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Local String Transduction as Sequence Labeling COLING 2018 Multilingual Clustering of Streaming News EMNLP 2018 Privacy-preserving Neural Representations of Text EMNLP 2018 Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL 2018 Stock Movement Prediction from Tweets and Historical Prices ACL 2018 An Incremental Parser for Abstract Meaning Representation EACL 2017 Split and Rephrase EMNLP 2017 The SUMMA Platform Prototype EACL 2017 Optimizing Spectral Learning for Parsing ACL 2016 Semi-Supervised Learning of Sequence Models with Method of Moments EMNLP 2016 A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation CoNLL 2015 Conversation Trees: A Grammar Model for Topic Structure in Forums EMNLP 2015 Diversity in Spectral Learning for Natural Language Parsing EMNLP 2015 Lexical Event Ordering with an Edge-Factored Model NAACL 2015 A Provably Correct Learning Algorithm for Latent-Variable PCFGs ACL 2014 Latent-Variable Synchronous CFGs for Hierarchical Translation EMNLP 2014 Lexical Inference over Multi-Word Predicates: A Distributional Approach ACL 2014 Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity JMLR 2014 Spectral Unsupervised Parsing with Additive Tree Metrics ACL 2014 Approximate PCFG Parsing Using Tensor Decomposition NAACL 2013 Experiments with Spectral Learning of Latent-Variable PCFGs NAACL 2013 Spectral Learning of Refinement HMMs CoNLL 2013 The effect of non-tightness on Bayesian estimation of PCFGs ACL 2013 Spectral Learning of Latent-Variable PCFGs ACL 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing EMNLP 2011 Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance EMNLP 2011 Covariance in Unsupervised Learning of Probabilistic Grammars JMLR 2010 Empirical Risk Minimization with Approximations of Probabilistic Grammars NeurIPS 2010 Variational Inference for Adaptor Grammars NAACL 2010 Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction NeurIPS 2008 Joint Morphological and Syntactic Disambiguation EMNLP 2007