William W. Cohen

VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024 Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models NIPS 2024 WinoDict: Probing language models for in-context word acquisition EACL 2023 Re-Imagen: Retrieval-Augmented Text-to-Image Generator ICLR 2023 Scenario-based Question Answering with Interacting Contextual Properties ICLR 2023 QA Is the New KR: Question-Answer Pairs as Knowledge Bases AAAI 2023 Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute ICML 2023 Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering EACL 2023 Subject-driven Text-to-Image Generation via Apprenticeship Learning NIPS 2023 Mention Memory: incorporating textual knowledge into Transformers through entity mention attention ICLR 2022 Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations AAAI 2022 Transformer Memory as a Differentiable Search Index NIPS 2022 What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult AAAI 2021 Open Question Answering over Tables and Text ICLR 2021 Faithful Embeddings for Knowledge Base Queries NIPS 2020 Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base ICLR 2020 Differentiable Reasoning over a Virtual Knowledge Base ICLR 2020 Game Design for Eliciting Distinguishable Behavior NIPS 2019 Semi-Supervised Learning with Declaratively Specified Entropy Constraints NIPS 2018 GLoMo: Unsupervised Learning of Transferable Relational Graphs NIPS 2018 Breaking the Softmax Bottleneck: A High-Rank RNN Language Model ICLR 2018 Differentiable Learning of Logical Rules for Knowledge Base Reasoning NIPS 2017 Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning IJCAI 2017 Good Semi-supervised Learning That Requires a Bad GAN NIPS 2017 Learning First-Order Logic Embeddings via Matrix Factorization IJCAI 2016 Review Networks for Caption Generation NIPS 2016 KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts IJCNLP 2015 Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach IJCNLP 2015 A Soft Version of Predicate Invention Based on Structured Sparsity IJCAI 2015 Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach ACL 2015 KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts ACL 2015 Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach EMNLP 2014 What’s in a Domain? Multi-Domain Learning for Multi-Attribute Data NAACL 2013 Natural Language Models for Predicting Programming Comments ACL 2013 Multi-Domain Learning: When Do Domains Matter? CONLL 2012 Reading The Web with Learned Syntactic-Semantic Inference Rules CONLL 2012 Multi-Domain Learning: When Do Domains Matter? EMNLP 2012 Reading The Web with Learned Syntactic-Semantic Inference Rules EMNLP 2012 Random Walk Inference and Learning in A Large Scale Knowledge Base EMNLP 2011 Efficient Relational Learning with Hidden Variable Detection NIPS 2010 Predicting Response to Political Blog Posts with Topic Models NAACL 2009 Automatic Set Instance Extraction using the Web ACL 2009 Automatic Set Instance Extraction using the Web IJCNLP 2009 Character-level Analysis of Semi-Structured Documents for Set Expansion EMNLP 2009 Automatic Set Expansion for List Question Answering EMNLP 2008 Learning Graph Walk Based Similarity Measures for Parsed Text EMNLP 2008 Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition ACL 2008 Extracting Personal Names from Email: Applying Named Entity Recognition to Informal Text EMNLP 2005 Learning to Classify Email into “Speech Acts” EMNLP 2004