Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering Apr 7, 2020 Information Retrieval Open-Domain Question Answering
— Unverified Automated Utterance Generation Apr 7, 2020 Extractive Summarization Question Answering
— Unverified Is Graph Structure Necessary for Multi-hop Question Answering? Apr 7, 2020 Graph Attention Multi-hop Question Answering
— Unverified Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA Apr 7, 2020 Domain Adaptation named-entity-recognition
Code Code Available Faithful Embeddings for Knowledge Base Queries Apr 7, 2020 Question Answering
Code Code Available Query Focused Multi-Document Summarization with Distant Supervision Apr 6, 2020 Document Summarization Multi-Document Summarization
— Unverified Enhancing Review Comprehension with Domain-Specific Commonsense Apr 6, 2020 Aspect Extraction Knowledge Distillation
— Unverified MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Apr 6, 2020 Natural Language Inference Question Answering
Code Code Available Deep Learning Based Text Classification: A Comprehensive Review Apr 6, 2020 BIG-bench Machine Learning Classification
Code Code Available Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games Apr 6, 2020 Multi-hop Question Answering Question Answering
— Unverified Natural language processing for word sense disambiguation and information extraction Apr 5, 2020 Management Question Answering
— Unverified Mining Shape of Expertise: A Novel Approach Based on Convolutional Neural Network Apr 5, 2020 Community Question Answering Question Answering
— Unverified Reinforced Multi-task Approach for Multi-hop Question Generation Apr 5, 2020 Multi-hop Question Answering Question Answering
— Unverified TAPAS: Weakly Supervised Table Parsing via Pre-training Apr 5, 2020 Question Answering Semantic Parsing
Code Code Available Evaluating Multimodal Representations on Visual Semantic Textual Similarity Apr 4, 2020 Benchmarking Image Captioning
Code Code Available Towards Query Logs for Privacy Studies: On Deriving Search Queries from Questions Apr 4, 2020 Community Question Answering Question Answering
— Unverified Talk to Papers: Bringing Neural Question Answering to Academic Search Apr 4, 2020 Natural Language Queries Open-Domain Question Answering
— Unverified Generating Rationales in Visual Question Answering Apr 4, 2020 Question Answering Visual Question Answering
— Unverified Template-based Question Answering using Recursive Neural Networks Apr 3, 2020 Feature Engineering Question Answering
Code Code Available R3: A Reading Comprehension Benchmark Requiring Reasoning Processes Apr 2, 2020 Question Answering Reading Comprehension
— Unverified 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 Unification-based Reconstruction of Multi-hop Explanations for Science Questions Mar 31, 2020 Clustering Information Retrieval
Code Code Available NukeBERT: A Pre-trained language model for Low Resource Nuclear Domain Mar 30, 2020 Language Modeling Language Modelling
Code Code Available Assessing Image Quality Issues for Real-World Problems Mar 27, 2020 Image Captioning Question Answering
— Unverified P NP, at least in Visual Question Answering Mar 26, 2020 Question Answering Visual Question Answering
Code Code Available Common-Knowledge Concept Recognition for SEVA Mar 26, 2020 Entity Extraction using GAN graph construction
Code Code Available ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available Linguistically Driven Graph Capsule Network for Visual Question Reasoning Mar 23, 2020 Question Answering Visual Question Answering
— Unverified 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 Visual Question Answering for Cultural Heritage Mar 22, 2020 Question Answering Visual Question Answering
— Unverified QnAMaker: Data to Bot in 2 Minutes Mar 19, 2020 Question Answering
— Unverified Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks Mar 19, 2020 Event Extraction Information Retrieval
— Unverified Normalized and Geometry-Aware Self-Attention Network for Image Captioning Mar 19, 2020 Image Captioning Machine Translation
— Unverified Beheshti-NER: Persian Named Entity Recognition Using BERT Mar 19, 2020 Language Modeling Language Modelling
Code Code Available TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding Mar 16, 2020 Machine Translation Natural Language Inference
— Unverified RSVQA: Visual Question Answering for Remote Sensing Data Mar 16, 2020 Land Cover Classification Object Counting
— Unverified 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 Review-guided Helpful Answer Identification in E-commerce Mar 13, 2020 Answer Selection Community Question Answering
Code Code Available Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning Mar 12, 2020 Graph Neural Network Knowledge Graphs
— Unverified 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 MQA: Answering the Question via Robotic Manipulation Mar 10, 2020 Imitation Learning Question Answering
Code Code Available PathVQA: 30000+ Questions for Medical Visual Question Answering Mar 7, 2020 AI Agent Medical Visual Question Answering
Code Code Available Knowledge Graphs and Knowledge Networks: The Story in Brief Mar 7, 2020 Knowledge Graphs Link Prediction
— Unverified Practical Annotation Strategies for Question Answering Datasets Mar 6, 2020 Question Answering
— Unverified Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Mar 6, 2020 Density Estimation Noise Estimation
Code Code Available 