Learning Conceptual-Contextual Embeddings for Medical Text Aug 16, 2019 Natural Language Understanding
— Unverified SenseBERT: Driving Some Sense into BERT Aug 15, 2019 Language Modeling Language Modelling
— Unverified Reasoning-Driven Question-Answering for Natural Language Understanding Aug 14, 2019 Common Sense Reasoning Natural Language Inference
— Unverified Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Aug 14, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Aug 13, 2019 Language Modeling Language Modelling
— Unverified Active Annotation: bootstrapping annotation lexicon and guidelines for supervised NLU learning Aug 12, 2019 intent-classification Intent Classification
— Unverified A Weakly-Supervised Attention-based Visualization Tool for Assessing Political Affiliation Aug 5, 2019 Natural Language Understanding Stance Detection
— Unverified Towards Universal Semantic Representation Aug 1, 2019 Abstract Meaning Representation Natural Language Understanding
— Unverified Meaning Representation of Null Instantiated Semantic Roles in FrameNet Aug 1, 2019 Natural Language Understanding
— Unverified Augmenting Named Entity Recognition with Commonsense Knowledge Aug 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified A Hybrid Neural Network Model for Commonsense Reasoning Jul 27, 2019 Common Sense Reasoning Coreference Resolution
— Unverified Using Answer Set Programming for Commonsense Reasoning in the Winograd Schema Challenge Jul 25, 2019 Natural Language Understanding
— Unverified Structured Knowledge Discovery from Massive Text Corpus Jul 23, 2019 Intent Detection Language Modeling
— Unverified Why Build an Assistant in Minecraft? Jul 22, 2019 Minecraft Natural Language Understanding
Code Code Available A Pragmatics-Centered Evaluation Framework for Natural Language Understanding Jul 19, 2019 Multi-Task Learning Natural Language Inference
Code Code Available Task Selection Policies for Multitask Learning Jul 14, 2019 counterfactual Natural Language Understanding
— Unverified Solving Hard Coreference Problems Jul 11, 2019 coreference-resolution Coreference Resolution
— Unverified Incrementalizing RASA's Open-Source Natural Language Understanding Pipeline Jul 11, 2019 Intent Recognition Natural Language Understanding
— Unverified BAM! Born-Again Multi-Task Networks for Natural Language Understanding Jul 10, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available An Effective Multi-Stage Approach For Question Answering Jul 10, 2019 Machine Reading Comprehension Natural Language Understanding
— Unverified Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Jul 5, 2019 Intent Detection Natural Language Understanding
— Unverified Multi-Task Networks With Universe, Group, and Task Feature Learning Jul 3, 2019 Multi-Task Learning Natural Language Understanding
— Unverified CS563-QA: A Collection for Evaluating Question Answering Systems Jul 2, 2019 Natural Language Understanding Question Answering
— Unverified DisSent: Learning Sentence Representations from Explicit Discourse Relations Jul 1, 2019 Dependency Parsing Natural Language Understanding
Code Code Available Pay Attention when you Pay the Bills. A Multilingual Corpus with Dependency-based and Semantic Annotation of Collocations. Jul 1, 2019 Natural Language Understanding Text Generation
— Unverified 