Towards Improving Faithfulness in Abstractive Summarization Oct 4, 2022 Abstractive Text Summarization Decoder
Code Code Available Recitation-Augmented Language Models Oct 4, 2022 Natural Questions Question Answering
Code Code Available Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases Oct 1, 2022 Entity Disambiguation Form
Code Code Available Linearly Mapping from Image to Text Space Sep 30, 2022 Image Captioning Image to text
Code Code Available DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Sep 30, 2022 Entity Linking Question Answering
Code Code Available TVLT: Textless Vision-Language Transformer Sep 28, 2022 Automatic Speech Recognition (ASR) Image Retrieval
Code Code Available Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline Sep 24, 2022 Question Answering Visual Question Answering
Code Code Available Variational Open-Domain Question Answering Sep 23, 2022 Language Modelling MedQA
Code Code Available Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Sep 20, 2022 Graph Neural Network Question Answering
Code Code Available CodeQueries: A Dataset of Semantic Queries over Code Sep 17, 2022 Attribute Extractive Question-Answering
Code Code Available Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder Sep 16, 2022 Decoder Models Alignment
Code Code Available ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots Sep 16, 2022 Benchmarking Question Answering
Code Code Available MaXM: Towards Multilingual Visual Question Answering Sep 12, 2022 Question Answering Translation
Code Code Available An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling Sep 4, 2022 Fill Mask Optical Flow Estimation
Code Code Available Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval Sep 1, 2022 Image Retrieval Open-Domain Question Answering
Code Code Available Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? Sep 1, 2022 Diagnostic Question Answering
Code Code Available Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task Aug 24, 2022 Continual Learning Question Answering
Code Code Available Prompting as Probing: Using Language Models for Knowledge Base Construction Aug 23, 2022 Knowledge Base Construction Language Modeling
Code Code Available Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering Aug 22, 2022 Multi-hop Question Answering Question Answering
Code Code Available UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA Aug 19, 2022 Adversarial Attack Explainable Models
Code Code Available Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search Aug 12, 2022 CPU Intent Detection
Code Code Available CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning Aug 10, 2022 Math Mathematical Reasoning
Code Code Available ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding Aug 5, 2022 Image Retrieval Question Answering
Code Code Available Generative Bias for Robust Visual Question Answering Aug 1, 2022 Knowledge Distillation Question Answering
Code Code Available RealTime QA: What's the Answer Right Now? Jul 27, 2022 Information Retrieval Question Answering
Code Code Available Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Jul 26, 2022 Causal Inference Question Answering
Code Code Available LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Jul 26, 2022 Decoder Knowledge Graphs
Code Code Available Equivariant and Invariant Grounding for Video Question Answering Jul 26, 2022 Question Answering Video Question Answering
Code Code Available μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications Jul 23, 2022 Entity Alignment Entity Typing
Code Code Available Rethinking Data Augmentation for Robust Visual Question Answering Jul 18, 2022 Data Augmentation Knowledge Distillation
Code Code Available Can large language models reason about medical questions? Jul 17, 2022 MedQA Multiple-choice
Code Code Available Clover: Towards A Unified Video-Language Alignment and Fusion Model Jul 16, 2022 Language Modeling Language Modelling
Code Code Available Re2G: Retrieve, Rerank, Generate Jul 13, 2022 Fact Checking Fact Verification
Code Code Available Video Graph Transformer for Video Question Answering Jul 12, 2022 Question Answering Relation
Code Code Available ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities Jul 11, 2022 Articles Few-Shot Learning
Code Code Available Embedding Recycling for Language Models Jul 11, 2022 Question Answering Text Classification
Code Code Available OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering Jul 8, 2022 Question Answering Retrieval
Code Code Available CoQAR: Question Rewriting on CoQA Jul 7, 2022 Conversational Question Answering Form
Code Code Available Weakly Supervised Grounding for VQA in Vision-Language Transformers Jul 5, 2022 Question Answering Representation Learning
Code Code Available INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions Jul 2, 2022 Open-Domain Question Answering Question Answering
Code Code Available EA^2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction Jul 1, 2022 Event Argument Extraction Knowledge Base Population
Code Code Available MultiSpanQA: A Dataset for Multi-Span Question Answering Jul 1, 2022 Natural Questions Question Answering
Code Code Available CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering Jul 1, 2022 Language Modeling Language Modelling
Code Code Available A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA Jun 30, 2022 Question Answering Retrieval
Code Code Available CC-Riddle: A Question Answering Dataset of Chinese Character Riddles Jun 28, 2022 General Knowledge Language Modelling
Code Code Available Consistency-preserving Visual Question Answering in Medical Imaging Jun 27, 2022 Question Answering Visual Question Answering
Code Code Available PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance Jun 25, 2022 image-classification Image Classification
Code Code Available Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Jun 22, 2022 Question Answering Sentence
Code Code Available EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL Jun 20, 2022 Question Answering Question Generation
Code Code Available 