SERank: Optimize Sequencewise Learning to Rank Using Squeeze-and-Excitation Network Jun 7, 2020 Learning-To-Rank Question Answering
Code Code Available 1A Cross-Task Analysis of Text Span Representations Jun 6, 2020 coreference-resolution Coreference Resolution
Code Code Available 1Attention-Based Context Aware Reasoning for Situation Recognition Jun 1, 2020 Action Recognition Fine-grained Action Recognition
Code Code Available 1Structured Multimodal Attentions for TextVQA Jun 1, 2020 Graph Attention Optical Character Recognition (OCR)
Code Code Available 1Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs May 28, 2020 Question-Answer-Generation Question Answering
Code Code Available 1Knowledge Graph Simple Question Answering for Unseen Domains May 25, 2020 Domain Adaptation Question Answering
Code Code Available 1Open-Retrieval Conversational Question Answering May 22, 2020 Conversational Question Answering Conversational Search
Code Code Available 1RuBQ: A Russian Dataset for Question Answering over Wikidata May 21, 2020 Entity Linking Knowledge Base Question Answering
Code Code Available 1Fluent Response Generation for Conversational Question Answering May 21, 2020 Conversational Question Answering Data Augmentation
Code Code Available 1Question-Driven Summarization of Answers to Consumer Health Questions May 18, 2020 Medical Question Answering Question Answering
Code Code Available 1COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter May 15, 2020 Classification General Classification
Code Code Available 1Entity-Enriched Neural Models for Clinical Question Answering May 13, 2020 Question Answering
Code Code Available 1Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA May 13, 2020 Image Captioning Multi-Label Classification
Code Code Available 1Cross-Modality Relevance for Reasoning on Language and Vision May 12, 2020 Question Answering Visual Question Answering
Code Code Available 1A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction May 11, 2020 Machine Reading Comprehension Multi-Choice MRC
Code Code Available 1A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available 1COBRA: Contrastive Bi-Modal Representation Algorithm May 7, 2020 Cross-Modal Retrieval Image Captioning
Code Code Available 1What Do Questions Exactly Ask? MFAE: Duplicate Question Identification with Multi-Fusion Asking Emphasis May 7, 2020 Community Question Answering Natural Language Inference
Code Code Available 1FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization May 7, 2020 Abstractive Text Summarization Question Answering
Code Code Available 1Harvesting and Refining Question-Answer Pairs for Unsupervised QA May 6, 2020 Few-Shot Learning Question Answering
Code Code Available 1MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models May 5, 2020 Information Retrieval Question Answering
Code Code Available 1The Cascade Transformer: an Application for Efficient Answer Sentence Selection May 5, 2020 General Classification Question Answering
Code Code Available 1Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering May 4, 2020 Evidence Selection Multi-hop Question Answering
Code Code Available 1CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management May 4, 2020 Articles Document Summarization
Code Code Available 1SEEK: Segmented Embedding of Knowledge Graphs May 2, 2020 Graph Embedding Knowledge Graph Embedding
Code Code Available 1Exploring and Predicting Transferability across NLP Tasks May 2, 2020 Language Modeling Language Modelling
Code Code Available 1ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning May 2, 2020 Common Sense Reasoning Question Answering
Code Code Available 1BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA May 2, 2020 Information Retrieval Language Modeling
Code Code Available 1UnifiedQA: Crossing Format Boundaries With a Single QA System May 2, 2020 Common Sense Reasoning Language Modeling
Code Code Available 1Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering May 2, 2020 Knowledge Graphs Language Modeling
Code Code Available 1DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering May 2, 2020 Question Answering
Code Code Available 1Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering May 1, 2020 Knowledge Graphs Question Answering
Code Code Available 1Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention May 1, 2020 Fact Verification Multi-hop Question Answering
Code Code Available 1Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset May 1, 2020 Machine Reading Comprehension Question Answering
Code Code Available 1KLEJ: Comprehensive Benchmark for Polish Language Understanding May 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 1MTSI-BERT: A Session-aware Knowledge-based Conversational Agent May 1, 2020 Chatbot intent-classification
Code Code Available 1HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training May 1, 2020 Language Modeling Language Modelling
Code Code Available 1KPQA: A Metric for Generative Question Answering Using Keyphrase Weights May 1, 2020 Generative Question Answering Question Answering
Code Code Available 1SiBert: Enhanced Chinese Pre-trained Language Model with Sentence Insertion May 1, 2020 Cloze Test Language Modeling
Code Code Available 1LifeQA: A Real-life Dataset for Video Question Answering May 1, 2020 Multiple-choice Question Answering
Code Code Available 1How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking Apr 30, 2020 Prediction Question Answering
Code Code Available 1An Empirical Study of Pre-trained Transformers for Arabic Information Extraction Apr 30, 2020 Cross-Lingual Transfer Language Modelling
Code Code Available 1Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Apr 30, 2020 Information Retrieval Open-Domain Question Answering
Code Code Available 1Look at the First Sentence: Position Bias in Question Answering Apr 30, 2020 Extractive Question-Answering Position
Code Code Available 1Dynamic Language Binding in Relational Visual Reasoning Apr 30, 2020 Object Question Answering
Code Code Available 1Empower Entity Set Expansion via Language Model Probing Apr 29, 2020 Language Modeling Language Modelling
Code Code Available 1SubjQA: A Dataset for Subjectivity and Review Comprehension Apr 29, 2020 Question Answering Sentiment Analysis
Code Code Available 1Event Extraction by Answering (Almost) Natural Questions Apr 28, 2020 Event Argument Extraction Event Extraction
Code Code Available 1Conversational Question Answering over Passages by Leveraging Word Proximity Networks Apr 27, 2020 Conversational Question Answering Information Retrieval
Code Code Available 1SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations Apr 27, 2020 Question Answering Sentence
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