Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Aug 21, 2019 Diversity Natural Language Understanding
Code Code Available WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Aug 21, 2019 coreference-resolution Coreference Resolution
Code Code Available Encoder-Agnostic Adaptation for Conditional Language Generation Aug 19, 2019 Conditional Text Generation Language Modeling
Code Code Available A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available Learning Conceptual-Contextual Embeddings for Medical Text Aug 16, 2019 Natural Language Understanding
— Unverified CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text Aug 16, 2019 Diagnostic Graph Neural Network
Code Code Available SenseBERT: Driving Some Sense into BERT Aug 15, 2019 Language Modeling Language Modelling
— Unverified Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding Aug 14, 2019 Knowledge Distillation Natural Language Understanding
Code Code Available Reasoning-Driven Question-Answering for Natural Language Understanding Aug 14, 2019 Common Sense Reasoning Natural Language Inference
— Unverified 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 Meaning Representation of Null Instantiated Semantic Roles in FrameNet Aug 1, 2019 Natural Language Understanding
— Unverified Towards Universal Semantic Representation Aug 1, 2019 Abstract Meaning Representation Natural Language Understanding
— Unverified Augmenting Named Entity Recognition with Commonsense Knowledge Aug 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified Leveraging Pre-trained Checkpoints for Sequence Generation Tasks Jul 29, 2019 Decoder Machine Translation
Code Code Available 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 Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning Jul 11, 2019 Natural Language Understanding reinforcement-learning
Code Code Available 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 