TRAR: Routing the Attention Spans in Transformer for Visual Question Answering Jan 1, 2021 Question Answering Referring Expression
Code Code Available Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos Jan 1, 2021 Audio-visual Question Answering Question Answering
Code Code Available Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images Jan 1, 2021 Attribute Multiple Instance Learning
Code Code Available BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla Jan 1, 2021 Document Classification Language Modeling
Code Code Available AraGPT2: Pre-Trained Transformer for Arabic Language Generation Dec 31, 2020 Articles Language Modeling
Code Code Available ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning Dec 30, 2020 Continual Pretraining Language Modelling
Code Code Available Improving BERT with Syntax-aware Local Attention Dec 30, 2020 Machine Translation Question Answering
Code Code Available ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Dec 30, 2020 Contrastive Learning Entity Typing
Code Code Available A Memory Efficient Baseline for Open Domain Question Answering Dec 30, 2020 Dimensionality Reduction Open-Domain Question Answering
Code Code Available UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Dec 29, 2020 Knowledge Base Question Answering Open-Domain Question Answering
Code Code Available Detecting Hate Speech in Multi-modal Memes Dec 29, 2020 Binary Classification Hate Speech Detection
Code Code Available Syntax-Enhanced Pre-trained Model Dec 28, 2020 Entity Typing model
Code Code Available Explaining NLP Models via Minimal Contrastive Editing (MiCE) Dec 27, 2020 counterfactual Multiple-choice
Code Code Available LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Dec 25, 2020 Claim Verification Fact Verification
Code Code Available Overcoming Language Priors with Self-supervised Learning for Visual Question Answering Dec 17, 2020 Question Answering Self-Supervised Learning
Code Code Available Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Dec 16, 2020 Feature Engineering Medical Question Answering
Code Code Available Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Dec 14, 2020 Question Answering Visual Question Answering
Code Code Available ParsiNLU: A Suite of Language Understanding Challenges for Persian Dec 11, 2020 Machine Translation Natural Language Inference
Code Code Available Fusing Context Into Knowledge Graph for Commonsense Question Answering Dec 9, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available Distilling Knowledge from Reader to Retriever for Question Answering Dec 8, 2020 Information Retrieval Knowledge Distillation
Code Code Available TAP: Text-Aware Pre-training for Text-VQA and Text-Caption Dec 8, 2020 Caption Generation Language Modeling
Code Code Available CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions Dec 8, 2020 counterfactual Descriptive
Code Code Available FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding Dec 5, 2020 image-classification Image Classification
Code Code Available How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Dec 2, 2020 Common Sense Reasoning Question Answering
Code Code Available SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge Dec 1, 2020 Knowledge Base Question Answering Prediction
Code Code Available H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks Dec 1, 2020 Question Answering
Code Code Available Just Ask: Learning to Answer Questions from Millions of Narrated Videos Dec 1, 2020 Question Answering Question Generation
Code Code Available Point and Ask: Incorporating Pointing into Visual Question Answering Nov 27, 2020 Question Answering Visual Question Answering
Code Code Available Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Nov 26, 2020 Open-Domain Question Answering Question Answering
Code Code Available XTQA: Span-Level Explanations of the Textbook Question Answering Nov 25, 2020 Question Answering
Code Code Available Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention Nov 23, 2020 Classification General Classification
Code Code Available LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering Nov 21, 2020 Answer Generation Question Answering
Code Code Available EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications Nov 18, 2020 Compiler Optimization Conversational Question Answering
Code Code Available Learning Associative Inference Using Fast Weight Memory Nov 16, 2020 Language Modelling Meta Reinforcement Learning
Code Code Available Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases Nov 16, 2020 Knowledge Base Question Answering Question Answering
Code Code Available NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Nov 16, 2020 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
Code Code Available Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection Nov 14, 2020 Answer Selection Community Question Answering
Code Code Available VisBERT: Hidden-State Visualizations for Transformers Nov 9, 2020 Multi-hop Question Answering Question Answering
Code Code Available Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering Nov 7, 2020 Language Modeling Language Modelling
Code Code Available Disentangling 3D Prototypical Networks For Few-Shot Concept Learning Nov 6, 2020 3D geometry 3D Object Detection
Code Code Available Context-Aware Answer Extraction in Question Answering Nov 5, 2020 Multi-Task Learning Prediction
Code Code Available EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering Nov 5, 2020 Question Answering Transfer Learning
Code Code Available CharBERT: Character-aware Pre-trained Language Model Nov 3, 2020 Language Modeling Language Modelling
Code Code Available Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps Nov 2, 2020 Multi-hop Question Answering Question Answering
Code Code Available Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering Nov 1, 2020 Contrastive Learning counterfactual
Code Code Available The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification Nov 1, 2020 Classification Question Answering
Code Code Available ConceptBert: Concept-Aware Representation for Visual Question Answering Nov 1, 2020 Common Sense Reasoning Question Answering
Code Code Available Question Answering with Long Multiple-Span Answers Nov 1, 2020 Question Answering Sentence
Code Code Available CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Oct 30, 2020 Domain Adaptation Question Answering
Code Code Available Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Oct 29, 2020 Knowledge Base Question Answering Meta Reinforcement Learning
Code Code Available 