UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media Sep 21, 2020 Event Extraction Question Answering
Code Code Available Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Sep 19, 2020 Articles Question Answering
Code Code Available MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering Sep 18, 2020 Out-of-Distribution Generalization Question Answering
Code Code Available Generation-Augmented Retrieval for Open-domain Question Answering Sep 17, 2020 Natural Questions Open-Domain Question Answering
Code Code Available Multi-modal Summarization for Video-containing Documents Sep 17, 2020 Question Answering Video Summarization
Code Code Available Leveraging Semantic Parsing for Relation Linking over Knowledge Bases Sep 16, 2020 Abstract Meaning Representation Question Answering
Code Code Available FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding Sep 10, 2020 Cross-Lingual Transfer NER
Code Code Available QED: A Framework and Dataset for Explanations in Question Answering Sep 8, 2020 Explanation Generation Natural Questions
Code Code Available KILT: a Benchmark for Knowledge Intensive Language Tasks Sep 4, 2020 Entity Linking Fact Checking
Code Code Available A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Sep 3, 2020 Image-text Retrieval Medical Visual Question Answering
Code Code Available Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models Sep 1, 2020 Question Answering
Code Code Available AllenAct: A Framework for Embodied AI Research Aug 28, 2020 Deep Reinforcement Learning Embodied Question Answering
Code Code Available HittER: Hierarchical Transformers for Knowledge Graph Embeddings Aug 28, 2020 Knowledge Graph Embeddings Link Prediction
Code Code Available A Dataset and Baselines for Visual Question Answering on Art Aug 28, 2020 Question Answering Question Generation
Code Code Available Example-Based Named Entity Recognition Aug 24, 2020 Few-Shot Learning named-entity-recognition
Code Code Available DeVLBert: Learning Deconfounded Visio-Linguistic Representations Aug 16, 2020 Image Retrieval Question Answering
Code Code Available Location-aware Graph Convolutional Networks for Video Question Answering Aug 7, 2020 Action Recognition graph construction
Code Code Available Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets Aug 6, 2020 Memorization Open-Domain Question Answering
Code Code Available Trojaning Language Models for Fun and Profit Aug 1, 2020 Question Answering Specificity
Code Code Available MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Jul 30, 2020 Extractive Question-Answering Natural Questions
Code Code Available NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets Jul 30, 2020 Language Modeling Language Modelling
Code Code Available Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Jul 19, 2020 Adversarial Attack Data Augmentation
Code Code Available Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions Jul 17, 2020 Question Answering Video Question Answering
Code Code Available Learning to Discretely Compose Reasoning Module Networks for Video Captioning Jul 17, 2020 Decoder Question Answering
Code Code Available Visual Relation Grounding in Videos Jul 17, 2020 Question Answering Relation
Code Code Available Advances of Transformer-Based Models for News Headline Generation Jul 9, 2020 Headline Generation named-entity-recognition
Code Code Available KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base Jul 8, 2020 Attribute Diagnostic
Code Code Available Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Jul 2, 2020 Natural Questions Open-Domain Question Answering
Code Code Available Project PIAF: Building a Native French Question-Answering Dataset Jul 2, 2020 Question Answering
Code Code Available Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction Jul 1, 2020 Diversity Machine Reading Comprehension
Code Code Available Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering Jul 1, 2020 Inductive Bias Question Answering
Code Code Available CorefQA: Coreference Resolution as Query-based Span Prediction Jul 1, 2020 coreference-resolution Coreference Resolution
Code Code Available DocVQA: A Dataset for VQA on Document Images Jul 1, 2020 Question Answering Reading Comprehension
Code Code Available COVID-QA: A Question Answering Dataset for COVID-19 Jul 1, 2020 Articles Question Answering
Code Code Available Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings Jul 1, 2020 Answer Selection Knowledge Graphs
Code Code Available Transferability of Natural Language Inference to Biomedical Question Answering Jul 1, 2020 Natural Language Inference Question Answering
Code Code Available Ontology-guided Semantic Composition for Zero-Shot Learning Jun 30, 2020 image-classification Image Classification
Code Code Available Multi-Partition Embedding Interaction with Block Term Format for Knowledge Graph Completion Jun 29, 2020 Graph Embedding Knowledge Graph Completion
Code Code Available Answering Questions on COVID-19 in Real-Time Jun 29, 2020 Information Retrieval Question Answering
Code Code Available Graph Optimal Transport for Cross-Domain Alignment Jun 26, 2020 Graph Matching Image Captioning
Code Code Available ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Jun 22, 2020 Causal Inference Chinese Reading Comprehension
Code Code Available A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 Jun 19, 2020 Chatbot Language Modeling
Code Code Available Sparse and Continuous Attention Mechanisms Jun 12, 2020 Machine Translation Question Answering
Code Code Available Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning Jun 11, 2020 Question Answering Reinforcement Learning (RL)
Code Code Available Large-Scale Adversarial Training for Vision-and-Language Representation Learning Jun 11, 2020 Image-text Retrieval Question Answering
Code Code Available ClarQ: A large-scale and diverse dataset for Clarification Question Generation Jun 10, 2020 Question Answering Question Generation
Code Code Available Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? Jun 9, 2020 Question Answering Visual Question Answering
Code Code Available Counterfactual VQA: A Cause-Effect Look at Language Bias Jun 8, 2020 Causal Inference counterfactual
Code Code Available Pre-training Polish Transformer-based Language Models at Scale Jun 7, 2020 Machine Translation Question Answering
Code Code Available 