How Much Can CLIP Benefit Vision-and-Language Tasks? Jul 13, 2021 Question Answering Vision and Language Navigation
Code Code Available Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering Jul 13, 2021 Navigate Question Answering
Code Code Available Zero-shot Visual Question Answering using Knowledge Graph Jul 12, 2021 Knowledge Graphs Question Answering
Code Code Available PonderNet: Learning to Ponder Jul 12, 2021 Question Answering
Code Code Available DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jul 10, 2021 Graph Attention Question Answering
Code Code Available Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT Jul 9, 2021 Benchmarking Document Classification
Code Code Available A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware Jul 8, 2021 Question Answering Time Series
Code Code Available Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering Jul 6, 2021 Active Learning Object Recognition
Code Code Available Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Jul 5, 2021 Computational Efficiency GPU
Code Code Available Ethics Sheets for AI Tasks Jul 2, 2021 Articles Emotion Recognition
Code Code Available Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards Jul 1, 2021 Question Answering Question Generation
Code Code Available AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Jun 24, 2021 Question Answering Semantic Parsing
Code Code Available Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering Jun 22, 2021 Conversational Question Answering Question Answering
Code Code Available Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering Jun 22, 2021 4k Conversational Question Answering
Code Code Available ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences Jun 22, 2021 Argument Mining Decoder
Code Code Available RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words Jun 19, 2021 Decoder Image Captioning
Code Code Available NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions Jun 19, 2021 Question Answering Video Question Answering
Code Code Available Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing Jun 19, 2021 Benchmarking DNN Testing
Code Code Available Predicting Human Scanpaths in Visual Question Answering Jun 19, 2021 Deep Reinforcement Learning Question Answering
Code Code Available SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs Jun 18, 2021 Decoder Knowledge Graphs
Code Code Available LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking Jun 17, 2021 Entity Linking Inductive Bias
Code Code Available DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Jun 17, 2021 Natural Language Inference Question Answering
Code Code Available Modeling Worlds in Text Jun 17, 2021 Knowledge Graphs Question Answering
Code Code Available Probing Image-Language Transformers for Verb Understanding Jun 16, 2021 Image Retrieval Question Answering
Code Code Available Question Answering Infused Pre-training of General-Purpose Contextualized Representations Jun 15, 2021 named-entity-recognition Named Entity Recognition
Code Code Available Consistency Regularization for Cross-Lingual Fine-Tuning Jun 15, 2021 Machine Translation Question Answering
Code Code Available Thinking Like Transformers Jun 13, 2021 Question Answering
Code Code Available Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP Jun 12, 2021 Entity Disambiguation Entity Retrieval
Code Code Available BioELECTRA:Pretrained Biomedical text Encoder using Discriminators Jun 11, 2021 Articles Language Modeling
Code Code Available Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment Jun 11, 2021 Denoising Language Modeling
Code Code Available End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Jun 9, 2021 Answer Generation Open-Domain Question Answering
Code Code Available CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering Jun 8, 2021 Question Answering Retrieval
Code Code Available XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation Jun 8, 2021 Knowledge Distillation NER
Code Code Available Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Jun 8, 2021 Data Augmentation Question Answering
Code Code Available VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation Jun 8, 2021 Multi-Task Learning Question Answering
Code Code Available Check It Again: Progressive Visual Question Answering via Visual Entailment Jun 8, 2021 Question Answering Visual Entailment
Code Code Available Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study Jun 7, 2021 Open-Domain Question Answering Question Answering
Code Code Available Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions Jun 7, 2021 Math Question Answering
Code Code Available Question Answering Over Temporal Knowledge Graphs Jun 3, 2021 Knowledge Graphs Question Answering
Code Code Available Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Jun 3, 2021 Question Answering
Code Code Available Syntax-augmented Multilingual BERT for Cross-lingual Transfer Jun 3, 2021 Cross-Lingual Transfer named-entity-recognition
Code Code Available Efficient Passage Retrieval with Hashing for Open-domain Question Answering Jun 2, 2021 Natural Questions Open-Domain Question Answering
Code Code Available Knowing More About Questions Can Help: Improving Calibration in Question Answering Jun 2, 2021 Answer Generation Data Augmentation
Code Code Available Who Blames or Endorses Whom? Entity-to-Entity Directed Sentiment Extraction in News Text Jun 2, 2021 Question Answering Sentiment Analysis
Code Code Available SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning Jun 1, 2021 Question Answering Spatial Reasoning
Code Code Available ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Jun 1, 2021 Abstractive Text Summarization Argument Mining
Code Code Available DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization Jun 1, 2021 Question Answering Retrieval
Code Code Available A Semantic-based Method for Unsupervised Commonsense Question Answering May 31, 2021 Question Answering Semantic Similarity
Code Code Available GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning May 30, 2021 Math Mathematical Reasoning
Code Code Available SciFive: a text-to-text transformer model for biomedical literature May 28, 2021 Document Classification Drug–drug Interaction Extraction
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