HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Oct 16, 2021 Entity Alignment Question Answering
— Unverified Open Domain Question Answering with A Unified Knowledge Interface Oct 16, 2021 Data-to-Text Generation Natural Questions
Code Code Available Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation Oct 16, 2021 Common Sense Reasoning Embodied Question Answering
— Unverified Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher Oct 16, 2021 image-classification Image Classification
— Unverified Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction Oct 15, 2021 Question Answering Semantic Parsing
Code Code Available Tracing Origins: Coreference-aware Machine Reading Comprehension Oct 15, 2021 Language Modeling Language Modelling
Code Code Available MixQG: Neural Question Generation with Mixed Answer Types Oct 15, 2021 Multiple-choice Question Answering
Code Code Available BBQ: A Hand-Built Bias Benchmark for Question Answering Oct 15, 2021 Question Answering
Code Code Available Attacking Open-domain Question Answering by Injecting Misinformation Oct 15, 2021 Misinformation Open-Domain Question Answering
Code Code Available A Survey on State-of-the-art Techniques for Knowledge Graphs Construction and Challenges ahead Oct 15, 2021 Knowledge Graphs Logical Reasoning
— Unverified CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training Oct 14, 2021 Open-Domain Question Answering Question Answering
Code Code Available Can Explanations Be Useful for Calibrating Black Box Models? Oct 14, 2021 Extractive Question-Answering Few-Shot Learning
Code Code Available Retrieval-guided Counterfactual Generation for QA Oct 14, 2021 counterfactual Data Augmentation
— Unverified Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation Oct 14, 2021 Answer Generation Generative Question Answering
— Unverified Open-Domain Question-Answering for COVID-19 and Other Emergent Domains Oct 13, 2021 Diversity Misinformation
Code Code Available Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Oct 13, 2021 Open-Domain Question Answering Passage Retrieval
Code Code Available Systematic Inequalities in Language Technology Performance across the World's Languages Oct 13, 2021 Dependency Parsing Machine Translation
Code Code Available MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants Oct 13, 2021 intent-classification Intent Classification
— Unverified Improving Users' Mental Model with Attention-directed Counterfactual Edits Oct 13, 2021 counterfactual Question Answering
— Unverified ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Oct 13, 2021 Logical Reasoning Question Answering
Code Code Available A Survey on Legal Question Answering Systems Oct 12, 2021 legal outcome extraction Question Answering
— Unverified Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Oct 12, 2021 Claim Verification Natural Language Understanding
Code Code Available Attention-guided Generative Models for Extractive Question Answering Oct 12, 2021 Decoder Extractive Question-Answering
— Unverified Explainable Fact-checking through Question Answering Oct 11, 2021 Decision Making Fact Checking
— Unverified Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking Oct 11, 2021 Benchmarking Question Answering
Code Code Available Pano-AVQA: Grounded Audio-Visual Question Answering on 360^ Videos Oct 11, 2021 Audio-visual Question Answering Question Answering
Code Code Available AskMe: Joint Individual-level and Community-level Behavior Interaction for Question Recommendation Oct 11, 2021 Community Question Answering Question Answering
— Unverified What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Oct 10, 2021 Question Answering Semantic Similarity
Code Code Available Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Oct 10, 2021 Abstractive Text Summarization Document Classification
— Unverified Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Oct 10, 2021 Open-Domain Question Answering Question Answering
Code Code Available The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design Oct 9, 2021 Chunking In-Context Learning
— Unverified A Framework for Rationale Extraction for Deep QA models Oct 9, 2021 Explanation Generation Question Answering
— Unverified A Few More Examples May Be Worth Billions of Parameters Oct 8, 2021 Extractive Question-Answering Multiple-choice
Code Code Available KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering Oct 8, 2021 Answer Generation Decoder
— Unverified Multi-tasking Dialogue Comprehension with Discourse Parsing Oct 7, 2021 Discourse Parsing Machine Reading Comprehension
Code Code Available A Comparative Study of Transformer-Based Language Models on Extractive Question Answering Oct 7, 2021 Extractive Question-Answering Question Answering
— Unverified Towards Continual Knowledge Learning of Language Models Oct 7, 2021 Continual Learning Fact Checking
Code Code Available Noisy Text Data: Achilles' Heel of popular transformer based NLP models Oct 7, 2021 NER Open-Ended Question Answering
— Unverified GNN is a Counter? Revisiting GNN for Question Answering Oct 7, 2021 Knowledge Graphs Question Answering
— Unverified Coarse-to-Fine Reasoning for Visual Question Answering Oct 6, 2021 Question Answering Visual Question Answering
Code Code Available COVIDRead: A Large-scale Question Answering Dataset on COVID-19 Oct 5, 2021 Articles Question Answering
— Unverified EntQA: Entity Linking as Question Answering Oct 5, 2021 Benchmarking Entity Linking
Code Code Available Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering Oct 4, 2021 Domain Adaptation Open-Domain Question Answering
— Unverified Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA Oct 4, 2021 Question Answering
— Unverified Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Oct 3, 2021 counterfactual Diagnostic
Code Code Available Asking questions on handwritten document collections Oct 2, 2021 Optical Character Recognition (OCR) Question Answering
— Unverified TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Oct 2, 2021 Conversational Question Answering Question Answering
Code Code Available Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces Oct 2, 2021 Disease Prediction Explainable Artificial Intelligence (XAI)
Code Code Available Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA Oct 1, 2021 Question Answering
— Unverified The Spoon Is in the Sink: Assisting Visually Impaired People in the Kitchen Oct 1, 2021 Question Answering Visual Question Answering
Code Code Available 