William Cohen

Instruct-Imagen: Image Generation with Multi-modal Instruction CVPR 2024 MEMORY-VQ: Compression for Tractable Internet-Scale Memory NAACL 2024 SEMQA: Semi-Extractive Multi-Source Question Answering NAACL 2024 Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023 FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023 ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ACL 2022 Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling EMNLP 2022 MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text EMNLP 2022 Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge NAACL 2021 Differentiable Open-Ended Commonsense Reasoning NAACL 2021 Investigating the Effect of Background Knowledge on Natural Questions NAACL 2021 MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021 Handling Divergent Reference Texts when Evaluating Table-to-Text Generation ACL 2019 Probing Biomedical Embeddings from Language Models NAACL 2019 PubMedQA: A Dataset for Biomedical Research Question Answering EMNLP 2019 PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text EMNLP 2019 AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer EMNLP 2018 HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering EMNLP 2018 Learning to Define Terms in the Software Domain EMNLP 2018 Neural Models for Reasoning over Multiple Mentions Using Coreference NAACL 2018 Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018 Gated-Attention Readers for Text Comprehension ACL 2017 Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017 Multi-Modal Bayesian Embeddings for Learning Social Knowledge Graphs IJCAI 2016 Revisiting Semi-Supervised Learning with Graph Embeddings ICML 2016 Scalable Statistical Relational Learning for NLP NAACL 2016 Tweet2Vec: Character-Based Distributed Representations for Social Media ACL 2016 Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists EMNLP 2015 Learning Relational Features with Backward Random Walks ACL 2015 Learning to Identify the Best Contexts for Knowledge-based WSD EMNLP 2015 Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch AISTATS 2014 NER Systems that Suit User’s Preferences: Adjusting the Recall-Precision Trade-off for Entity Extraction NAACL 2006