Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture Nov 22, 2021 Handwritten Text Recognition object-detection
Code Code Available Teaching Humans When To Defer to a Classifier via Exemplars Nov 22, 2021 Multi-hop Question Answering Question Answering
Code Code Available AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Nov 11, 2021 Community Question Answering Data Augmentation
Code Code Available Automated question generation and question answering from Turkish texts Nov 11, 2021 Question Answering Question Generation
Code Code Available Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning Nov 2, 2021 Contrastive Learning Question Answering
Code Code Available Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder Nov 1, 2021 Decoder Language Modeling
Code Code Available Enhanced Language Representation with Label Knowledge for Span Extraction Nov 1, 2021 Event Detection NER
Code Code Available Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation Nov 1, 2021 Open-Domain Question Answering Question Answering
Code Code Available Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models Nov 1, 2021 Question Answering Relation
Code Code Available ViVQA: Vietnamese Visual Question Answering Nov 1, 2021 Question Answering Vietnamese Visual Question Answering
Code Code Available Multi-Domain Multilingual Question Answering Nov 1, 2021 Cross-Lingual Transfer Domain Adaptation
Code Code Available Can NLI Models Verify QA Systems’ Predictions? Nov 1, 2021 Natural Language Inference Question Answering
Code Code Available MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset Nov 1, 2021 Question Answering
Code Code Available Introspective Distillation for Robust Question Answering Nov 1, 2021 counterfactual Inductive Bias
Code Code Available MetaICL: Learning to Learn In Context Oct 29, 2021 Few-Shot Learning In-Context Learning
Code Code Available Dense Hierarchical Retrieval for Open-Domain Question Answering Oct 28, 2021 Open-Domain Question Answering Question Answering
Code Code Available Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Oct 27, 2021 Entity Embeddings Graph Embedding
Code Code Available Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices Oct 26, 2021 Knowledge Graph Completion Question Answering
Code Code Available IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning Oct 25, 2021 Arithmetic Reasoning Mathematical Question Answering
Code Code Available Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning Oct 25, 2021 Graph Question Answering Implicit Relations
Code Code Available Label-Descriptive Patterns and Their Application to Characterizing Classification Errors Oct 18, 2021 Descriptive named-entity-recognition
Code Code Available Open Domain Question Answering with A Unified Knowledge Interface Oct 16, 2021 Data-to-Text Generation Natural Questions
Code Code Available BBQ: A Hand-Built Bias Benchmark for Question Answering Oct 15, 2021 Question Answering
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 Can Explanations Be Useful for Calibrating Black Box Models? Oct 14, 2021 Extractive Question-Answering Few-Shot Learning
Code Code Available CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training Oct 14, 2021 Open-Domain Question Answering Question Answering
Code Code Available ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Oct 13, 2021 Logical Reasoning Question Answering
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 Pano-AVQA: Grounded Audio-Visual Question Answering on 360^ Videos Oct 11, 2021 Audio-visual Question Answering Question Answering
Code Code Available What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Oct 10, 2021 Question Answering Semantic Similarity
Code Code Available Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Oct 10, 2021 Open-Domain Question Answering Question Answering
Code Code Available A Few More Examples May Be Worth Billions of Parameters Oct 8, 2021 Extractive Question-Answering Multiple-choice
Code Code Available Towards Continual Knowledge Learning of Language Models Oct 7, 2021 Continual Learning Fact Checking
Code Code Available Coarse-to-Fine Reasoning for Visual Question Answering Oct 6, 2021 Question Answering Visual Question Answering
Code Code Available EntQA: Entity Linking as Question Answering Oct 5, 2021 Benchmarking Entity Linking
Code Code Available Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Oct 3, 2021 counterfactual Diagnostic
Code Code Available TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Oct 2, 2021 Conversational Question Answering Question Answering
Code Code Available Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Oct 1, 2021 Question Answering Visual Question Answering
Code Code Available The Spoon Is in the Sink: Assisting Visually Impaired People in the Kitchen Oct 1, 2021 Question Answering Visual Question Answering
Code Code Available Single-dataset Experts for Multi-dataset Question Answering Sep 28, 2021 Question Answering Reading Comprehension
Code Code Available SD-QA: Spoken Dialectal Question Answering for the Real World Sep 24, 2021 Fairness Question Answering
Code Code Available Does Vision-and-Language Pretraining Improve Lexical Grounding? Sep 21, 2021 Question Answering Visual Question Answering
Code Code Available Complex Temporal Question Answering on Knowledge Graphs Sep 18, 2021 16k Entity Embeddings
Code Code Available Simple Entity-Centric Questions Challenge Dense Retrievers Sep 17, 2021 Data Augmentation Open-Domain Question Answering
Code Code Available RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering Sep 17, 2021 Entity Linking Knowledge Base Question Answering
Code Code Available CodeQA: A Question Answering Dataset for Source Code Comprehension Sep 17, 2021 Machine Reading Comprehension Question Answering
Code Code Available Neural Unification for Logic Reasoning over Natural Language Sep 17, 2021 Automated Theorem Proving Question Answering
Code Code Available Phrase Retrieval Learns Passage Retrieval, Too Sep 16, 2021 Entity Linking Open-Domain Question Answering
Code Code Available Adaptive Information Seeking for Open-Domain Question Answering Sep 14, 2021 Open-Domain Question Answering Question Answering
Code Code Available 