Natural Language Understanding

A Surprisingly Robust Trick for the Winograd Schema Challenge ACL 2019 Attention-based Conditioning Methods for External Knowledge Integration ACL 2019 Attention Is (not) All You Need for Commonsense Reasoning ACL 2019 Attentive Tensor Product Learning AAAI 2019 Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP 2019 A Unified Neural Coherence Model EMNLP 2019 BERT for Coreference Resolution: Baselines and Analysis EMNLP 2019 CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots EMNLP 2019 Compositional Generalization for Primitive Substitutions EMNLP 2019 Core Semantic First: A Top-down Approach for AMR Parsing EMNLP 2019 Creation of a corpus with semantic role labels for Hungarian ACL 2019 Cross-Domain Generalization of Neural Constituency Parsers ACL 2019 Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019 DEFT: A corpus for definition extraction in free- and semi-structured text ACL 2019 Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation ACL 2019 Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019 DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019 Dual Supervised Learning for Natural Language Understanding and Generation ACL 2019 E3: Entailment-driven Extracting and Editing for Conversational Machine Reading ACL 2019 Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019 eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing AAAI 2019 GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019 “Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding EMNLP 2019 Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language ACL 2019 Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019