Polyglot Prompt: Multilingual Multitask PrompTraining Apr 29, 2022 named-entity-recognition Named Entity Recognition
Code Code Available Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly Apr 28, 2022 Question Answering Visual Question Answering
Code Code Available GRIT: General Robust Image Task Benchmark Apr 28, 2022 Instance Segmentation Keypoint Detection
Code Code Available KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
Code Code Available Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering Apr 22, 2022 Question Answering Visual Question Answering
Code Code Available LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs Apr 20, 2022 Conversational Question Answering Dialogue Generation
Code Code Available Attention in Reasoning: Dataset, Analysis, and Modeling Apr 20, 2022 Question Answering Visual Question Answering
Code Code Available TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval Apr 18, 2022 Entity Retrieval Fact Checking
Code Code Available StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts Apr 18, 2022 Question Answering Spatial Reasoning
Code Code Available ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Apr 17, 2022 Knowledge Base Question Answering Program induction
Code Code Available MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation Apr 15, 2022 Knowledge Distillation Mixture-of-Experts
Code Code Available Towards Fine-grained Causal Reasoning and QA Apr 15, 2022 Question Answering Sentence
Code Code Available Improving Passage Retrieval with Zero-Shot Question Generation Apr 15, 2022 Language Modeling Language Modelling
Code Code Available Exploring Dual Encoder Architectures for Question Answering Apr 14, 2022 Information Retrieval Question Answering
Code Code Available Can Question Rewriting Help Conversational Question Answering? Apr 13, 2022 Conversational Question Answering Question Answering
Code Code Available RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining Apr 8, 2022 Language Modeling Language Modelling
Code Code Available Knowledge Infused Decoding Apr 6, 2022 counterfactual Question Answering
Code Code Available Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment Apr 6, 2022 Overall - Test Question Answering
Code Code Available CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations Apr 5, 2022 Explanation Generation Question Answering
Code Code Available SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering Apr 5, 2022 Data Augmentation Question Answering
Code Code Available Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization Mar 27, 2022 Question Answering Question Generation
Code Code Available Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension Mar 26, 2022 Benchmarking Question Answering
Code Code Available Learning to Answer Questions in Dynamic Audio-Visual Scenarios Mar 26, 2022 audio-visual learning Audio-visual Question Answering
Code Code Available UKP-SQUARE: An Online Platform for Question Answering Research Mar 25, 2022 Explainable Models Information Retrieval
Code Code Available Clickbait Spoiling via Question Answering and Passage Retrieval Mar 19, 2022 Passage Retrieval Question Answering
Code Code Available Sequence-to-Sequence Knowledge Graph Completion and Question Answering Mar 19, 2022 Decoder Graph Embedding
Code Code Available Simulating Bandit Learning from User Feedback for Extractive Question Answering Mar 18, 2022 Extractive Question-Answering Question Answering
Code Code Available Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review Mar 17, 2022 Attribute Entity Alignment
Code Code Available MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Mar 17, 2022 Implicit Relations Question Answering
Code Code Available Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data Mar 16, 2022 Language Modeling Language Modelling
Code Code Available Synthetic Question Value Estimation for Domain Adaptation of Question Answering Mar 16, 2022 Domain Adaptation Question Answering
Code Code Available Revitalize Region Feature for Democratizing Video-Language Pre-training of Retrieval Mar 15, 2022 Question Answering Retrieval
Code Code Available Reasoning over Public and Private Data in Retrieval-Based Systems Mar 14, 2022 Fact Checking Information Retrieval
Code Code Available Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering Mar 14, 2022 Open-Domain Question Answering Passage Retrieval
Code Code Available DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering Mar 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available IT5: Text-to-text Pretraining for Italian Language Understanding and Generation Mar 7, 2022 Decoder Headline Generation
Code Code Available Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents Mar 6, 2022 Community Question Answering Information Retrieval
Code Code Available QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition Mar 3, 2022 Few-shot NER Named Entity Recognition
Code Code Available Video Question Answering: Datasets, Algorithms and Challenges Mar 2, 2022 Question Answering Video Question Answering
Code Code Available Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Feb 27, 2022 Knowledge Base Question Answering Question Answering
Code Code Available BERTVision -- A Parameter-Efficient Approach for Question Answering Feb 24, 2022 GPU Question Answering
Code Code Available Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Feb 22, 2022 Knowledge Base Question Answering Question Answering
Code Code Available ZeroGen: Efficient Zero-shot Learning via Dataset Generation Feb 16, 2022 Data-free Knowledge Distillation Dataset Generation
Code Code Available XAI for Transformers: Better Explanations through Conservative Propagation Feb 15, 2022 Explainable Artificial Intelligence (XAI) Question Answering
Code Code Available MuLD: The Multitask Long Document Benchmark Feb 15, 2022 Question Answering Style change detection
Code Code Available Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation Feb 15, 2022 Question Answering
Code Code Available QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation Feb 14, 2022 Multi-hop Question Answering Question Answering
Code Code Available A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility Feb 4, 2022 Common Sense Reasoning Question Answering
Code Code Available JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension Feb 3, 2022 Articles Machine Reading Comprehension
Code Code Available When Do Flat Minima Optimizers Work? Feb 1, 2022 Benchmarking Graph Learning
Code Code Available 