Contextual Word Representations: A Contextual Introduction Feb 15, 2019 Question Answering Translation
Code Code Available Language Models are Unsupervised Multitask Learners Feb 14, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jan 25, 2019 Drug–drug Interaction Extraction Few-Shot Learning
Code Code Available Densely Connected Attention Propagation for Reading Comprehension Nov 10, 2018 All Open-Domain Question Answering
Code Code Available CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Nov 2, 2018 Common Sense Reasoning Multiple-choice
Code Code Available Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks Oct 1, 2018 Question Answering Question Generation
Code Code Available HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Sep 25, 2018 Multi-hop Question Answering Question Answering
Code Code Available Transforming Question Answering Datasets Into Natural Language Inference Datasets Sep 9, 2018 Natural Language Inference Question Answering
Code Code Available Faithful Multimodal Explanation for Visual Question Answering Sep 8, 2018 Explanatory Visual Question Answering Question Answering
Code Code Available emrQA: A Large Corpus for Question Answering on Electronic Medical Records Sep 3, 2018 Form Question Answering
Code Code Available Evaluating Theory of Mind in Question Answering Aug 28, 2018 Question Answering
Code Code Available Explainable Neural Computation via Stack Neural Module Networks Jul 23, 2018 Decision Making Question Answering
Code Code Available Jack the Reader - A Machine Reading Framework Jun 20, 2018 Articles Link Prediction
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available Know What You Don't Know: Unanswerable Questions for SQuAD Jun 11, 2018 Natural Language Understanding Question Answering
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering May 24, 2018 Question Answering Relation
Code Code Available QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Apr 23, 2018 Machine Translation Question Answering
Code Code Available Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension Apr 1, 2018 Question Answering Reading Comprehension
Code Code Available Deep contextualized word representations Feb 15, 2018 Citation Intent Classification Conversational Response Selection
Code Code Available Interactive Grounded Language Acquisition and Generalization in a 2D World Jan 31, 2018 Language Acquisition Question Answering
Code Code Available AI2-THOR: An Interactive 3D Environment for Visual AI Dec 14, 2017 Deep Reinforcement Learning Imitation Learning
Code Code Available Graph Attention Networks Oct 30, 2017 Document Classification Graph Attention
Code Code Available Indirect Supervision for Relation Extraction using Question-Answer Pairs Oct 30, 2017 Question Answering Relation
Code Code Available Simple and Effective Multi-Paragraph Reading Comprehension Oct 29, 2017 Question Answering Reading Comprehension
Code Code Available Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering Oct 10, 2017 Answer Selection Clustering
Code Code Available A Deep Generative Framework for Paraphrase Generation Sep 15, 2017 Decoder Information Retrieval
Code Code Available SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Jul 31, 2017 Machine Translation Question Answering
Code Code Available Reading Wikipedia to Answer Open-Domain Questions Mar 31, 2017 Articles Open-Domain Question Answering
Code Code Available Emergence of Grounded Compositional Language in Multi-Agent Populations Mar 15, 2017 Machine Translation Question Answering
Code Code Available Making Neural QA as Simple as Possible but not Simpler Mar 14, 2017 Question Answering Reading Comprehension
Code Code Available CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Dec 20, 2016 Diagnostic Question Answering
Code Code Available MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Nov 28, 2016 Benchmarking Machine Reading Comprehension
Code Code Available DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing Nov 7, 2016 Activity Recognition General Classification
Code Code Available Words or Characters? Fine-grained Gating for Reading Comprehension Nov 6, 2016 Question Answering Reading Comprehension
Code Code Available AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding Nov 1, 2016 Entity Typing Named Entity Recognition (NER)
Code Code Available SQuAD: 100,000+ Questions for Machine Comprehension of Text Jun 16, 2016 Articles Question Answering
Code Code Available Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Feb 23, 2016 image-classification Image Classification
Code Code Available Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks Feb 19, 2015 Question Answering Reading Comprehension
Code Code Available City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning Jul 17, 2025 Question Answering Scene Understanding
— Unverified Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering Jul 17, 2025 Embodied Question Answering Question Answering
— Unverified From Roots to Rewards: Dynamic Tree Reasoning with RL Jul 17, 2025 Computational Efficiency Question Answering
Code Code Available Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It Jul 17, 2025 Question Answering
— Unverified Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility Jul 16, 2025 Language Modeling Language Modelling
— Unverified Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights Jul 9, 2025 Diagnostic Medical Visual Question Answering
— Unverified Evaluating Attribute Confusion in Fashion Text-to-Image Generation Jul 9, 2025 Attribute cross-modal alignment
— Unverified LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation Jul 9, 2025 Question Answering Visual Question Answering
— Unverified MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning Jul 9, 2025 Diagnostic Multimodal Reasoning
— Unverified Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling Jul 8, 2025 Articles Multimodal Reasoning
— Unverified 