MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Apr 26, 2020 Classification General Classification
Code Code Available Deep Multimodal Neural Architecture Search Apr 25, 2020 Decoder Image-text matching
Code Code Available SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting Apr 25, 2020 Geographic Question Answering Graph Embedding
Code Code Available Generative Data Augmentation for Commonsense Reasoning Apr 24, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Apr 24, 2020 Language Modeling Language Modelling
Code Code Available Lite Transformer with Long-Short Range Attention Apr 24, 2020 Abstractive Text Summarization AutoML
Code Code Available Rapidly Bootstrapping a Question Answering Dataset for COVID-19 Apr 23, 2020 Question Answering
Code Code Available AmbigQA: Answering Ambiguous Open-domain Questions Apr 22, 2020 Open-Domain Question Answering Question Answering
Code Code Available Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Apr 21, 2020 Data Augmentation Machine Reading Comprehension
Code Code Available ETC: Encoding Long and Structured Inputs in Transformers Apr 17, 2020 Position Question Answering
Code Code Available Bridging Anaphora Resolution as Question Answering Apr 16, 2020 Bridging Anaphora Resolution Question Answering
Code Code Available HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data Apr 15, 2020 Multi-hop Question Answering Question Answering
Code Code Available PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Apr 13, 2020 Data Augmentation Decoder
Code Code Available YouMakeup VQA Challenge: Towards Fine-grained Action Understanding in Domain-Specific Videos Apr 12, 2020 Action Understanding Question Answering
Code Code Available Visual Grounding Methods for VQA are Working for the Wrong Reasons! Apr 12, 2020 Question Answering Visual Grounding
Code Code Available Explaining Question Answering Models through Text Generation Apr 12, 2020 Question Answering Text Generation
Code Code Available Unsupervised Commonsense Question Answering with Self-Talk Apr 11, 2020 Language Modeling Language Modelling
Code Code Available Dense Passage Retrieval for Open-Domain Question Answering Apr 10, 2020 Open-Domain Question Answering Passage Retrieval
Code Code Available Injecting Numerical Reasoning Skills into Language Models Apr 9, 2020 Data Augmentation Decoder
Code Code Available Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Apr 7, 2020 Language Modeling Language Modelling
Code Code Available What do Models Learn from Question Answering Datasets? Apr 7, 2020 Question Answering Reading Comprehension
Code Code Available Deep Learning Based Text Classification: A Comprehensive Review Apr 6, 2020 BIG-bench Machine Learning Classification
Code Code Available Evaluating Multimodal Representations on Visual Semantic Textual Similarity Apr 4, 2020 Benchmarking Image Captioning
Code Code Available Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers Apr 2, 2020 Image-text matching Image-text Retrieval
Code Code Available X-Linear Attention Networks for Image Captioning Mar 31, 2020 Decoder Fine-Grained Visual Recognition
Code Code Available Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Mar 31, 2020 Graph Neural Network Question Answering
Code Code Available ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available What is Normal, What is Strange, and What is Missing in a Knowledge Graph: Unified Characterization via Inductive Summarization Mar 23, 2020 Knowledge Graphs Question Answering
Code Code Available Beheshti-NER: Persian Named Entity Recognition Using BERT Mar 19, 2020 Language Modeling Language Modelling
Code Code Available Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI Mar 16, 2020 Benchmarking Explainable Artificial Intelligence (XAI)
Code Code Available Counterfactual Samples Synthesizing for Robust Visual Question Answering Mar 14, 2020 counterfactual Question Answering
Code Code Available Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning Mar 11, 2020 Question Answering Video Captioning
Code Code Available Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking Mar 11, 2020 Entity Disambiguation Entity Linking
Code Code Available TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages Mar 10, 2020 Question Answering Translation
Code Code Available PathVQA: 30000+ Questions for Medical Visual Question Answering Mar 7, 2020 AI Agent Medical Visual Question Answering
Code Code Available Talking-Heads Attention Mar 5, 2020 Language Modeling Language Modelling
Code Code Available Zero-Shot Cross-Lingual Transfer with Meta Learning Mar 5, 2020 Cross-Lingual Transfer Few-Shot NLI
Code Code Available AraBERT: Transformer-based Model for Arabic Language Understanding Feb 28, 2020 model named-entity-recognition
Code Code Available Hierarchical Conditional Relation Networks for Video Question Answering Feb 25, 2020 Audio-Visual Question Answering (AVQA) Question Answering
Code Code Available Unsupervised Question Decomposition for Question Answering Feb 22, 2020 Question Answering
Code Code Available SentenceMIM: A Latent Variable Language Model Feb 18, 2020 Language Modeling Language Modelling
Code Code Available Transformers as Soft Reasoners over Language Feb 14, 2020 counterfactual Counterfactual Reasoning
Code Code Available ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Feb 11, 2020 Logical Reasoning Logical Reasoning Question Answering
Code Code Available REALM: Retrieval-Augmented Language Model Pre-Training Feb 10, 2020 Language Modeling Language Modelling
Code Code Available Self-Attentive Associative Memory Feb 10, 2020 Diversity Memorization
Code Code Available K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Feb 5, 2020 Dependency Parsing Entity Typing
Code Code Available Multimodal fusion of imaging and genomics for lung cancer recurrence prediction Feb 5, 2020 Computed Tomography (CT) Question Answering
Code Code Available Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering Question Answering
Code Code Available Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks Jan 30, 2020 Entity Extraction using GAN General Classification
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