GLUECoS : An Evaluation Benchmark for Code-Switched NLP Apr 26, 2020 Language Identification named-entity-recognition
— Unverified A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts Apr 25, 2020 Decision Making Graph Neural Network
— Unverified 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 Deep Multimodal Neural Architecture Search Apr 25, 2020 Decoder Image-text matching
Code Code Available MCQA: Multimodal Co-attention Based Network for Question Answering Apr 25, 2020 cross-modal alignment Question Answering
— Unverified Question Answering over Curated and Open Web Sources Apr 24, 2020 Information Retrieval Knowledge Graphs
— Unverified Cross-lingual Information Retrieval with BERT Apr 24, 2020 Cross-Lingual Information Retrieval Document Ranking
Code Code Available Event-QA: A Dataset for Event-Centric Question Answering over Knowledge Graphs Apr 24, 2020 Knowledge Graphs Question Answering
— Unverified MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Apr 24, 2020 Object Counting Question Answering
Code Code Available Lite Transformer with Long-Short Range Attention Apr 24, 2020 Abstractive Text Summarization AutoML
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 Generative Data Augmentation for Commonsense Reasoning Apr 24, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce Apr 23, 2020 Information Retrieval Question Answering
— Unverified Visual Question Answering Using Semantic Information from Image Descriptions Apr 23, 2020 Question Answering Visual Question Answering
— Unverified 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 Leveraging Personal Navigation Assistant Systems Using Automated Social Media Traffic Reporting Apr 21, 2020 Question Answering
— Unverified Word Embedding-based Text Processing for Comprehensive Summarization and Distinct Information Extraction Apr 21, 2020 Clustering Community Detection
— Unverified Neural Abstractive Summarization with Structural Attention Apr 21, 2020 Abstractive Text Summarization Articles
— Unverified Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Apr 21, 2020 Data Augmentation Machine Reading Comprehension
Code Code Available Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Apr 20, 2020 Graph Neural Network Language Modeling
— Unverified Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Apr 20, 2020 counterfactual image-classification
— Unverified Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Apr 20, 2020 Machine Reading Comprehension Question Answering
Code Code Available ktrain: A Low-Code Library for Augmented Machine Learning Apr 19, 2020 BIG-bench Machine Learning Classification
Code Code Available ETC: Encoding Long and Structured Inputs in Transformers Apr 17, 2020 Position Question Answering
Code Code Available Knowledge-Based Visual Question Answering in Videos Apr 17, 2020 Question Answering Video Question Answering
— Unverified Bridging Anaphora Resolution as Question Answering Apr 16, 2020 Bridging Anaphora Resolution Question Answering
Code Code Available A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation Apr 16, 2020 Question Answering Semantic Parsing
— Unverified Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework Apr 15, 2020 General Classification Knowledge Graph Completion
— Unverified 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 A Simple Yet Strong Pipeline for HotpotQA Apr 14, 2020 Multi-hop Question Answering named-entity-recognition
— Unverified 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 Explaining Question Answering Models through Text Generation Apr 12, 2020 Question Answering Text Generation
Code Code Available An Entropy Clustering Approach for Assessing Visual Question Difficulty Apr 12, 2020 Clustering 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 YouMakeup VQA Challenge: Towards Fine-grained Action Understanding in Domain-Specific Videos Apr 12, 2020 Action Understanding Question Answering
Code Code Available Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests Apr 11, 2020 Question Answering Spatial Reasoning
— Unverified Unsupervised Commonsense Question Answering with Self-Talk Apr 11, 2020 Language Modeling Language Modelling
Code Code Available Longformer: The Long-Document Transformer Apr 10, 2020 Decoder Language Modeling
Code Code Available Dense Passage Retrieval for Open-Domain Question Answering Apr 10, 2020 Open-Domain Question Answering Passage Retrieval
Code Code Available Rephrasing visual questions by specifying the entropy of the answer distribution Apr 10, 2020 Question Answering Visual Question Answering
— Unverified More Bang for Your Buck: Natural Perturbation for Robust Question Answering Apr 9, 2020 Question Answering
— Unverified Calibrating Structured Output Predictors for Natural Language Processing Apr 9, 2020 named-entity-recognition Named Entity Recognition
— Unverified Injecting Numerical Reasoning Skills into Language Models Apr 9, 2020 Data Augmentation Decoder
Code Code Available A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming Apr 9, 2020 Informativeness Question Answering
— Unverified Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing Apr 8, 2020 Diversity Question Answering
— Unverified What do Models Learn from Question Answering Datasets? Apr 7, 2020 Question Answering Reading Comprehension
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 Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation Apr 7, 2020 Data Augmentation Diversity
Code Code Available 