- Commonsense for Generative Multi-Hop Question Answering Tasks
- QuAC : Question Answering in Context
- Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
- Improving Cross-Lingual Word Embeddings by Meeting in the Middle
- Learning Sequence Encoders for Temporal Knowledge Graph Completion
- HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
- Entity Linking within a Social Media Platform: A Case Study on Yelp
- Neural Compositional Denotational Semantics for Question Answering
- Question Generation from SQL Queries Improves Neural Semantic Parsing
- Language Modeling with Sparse Product of Sememe Experts
- Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
- Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding
- Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention
- A State-transition Framework to Answer Complex Questions over Knowledge Base
- Adaptive Document Retrieval for Deep Question Answering
- Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
- Differentiating Concepts and Instances for Knowledge Graph Embedding
- Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
- Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
- Knowledge Base Question Answering via Encoding of Complex Query Graphs
- Multi-Hop Knowledge Graph Reasoning with Reward Shaping
- Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging
- Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
- Event Detection with Neural Networks: A Rigorous Empirical Evaluation
- Embedding Multimodal Relational Data for Knowledge Base Completion
- Facts That Matter
- Predicting Semantic Relations using Global Graph Properties
- Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
- Extending Neural Generative Conversational Model using External Knowledge Sources
- emrQA: A Large Corpus for Question Answering on Electronic Medical Records
- SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach
- Cross-lingual Lexical Sememe Prediction
- Lessons from Natural Language Inference in the Clinical Domain
- Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
- Learning Named Entity Tagger using Domain-Specific Dictionary
- Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain
- Joint Multilingual Supervision for Cross-lingual Entity Linking
- RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information
- Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space
- Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks
- Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
- Learning Neural Templates for Text Generation
- Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding
- One-Shot Relational Learning for Knowledge Graphs
- TWOWINGOS: A Two-Wing Optimization Strategy for Evidential Claim Verification
- Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing
- Swag: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
- Integrating Transformer and Paraphrase Rules for Sentence Simplification
- Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
- Knowledge Graph Embedding with Hierarchical Relation Structure