Natural Language Understanding

Improving Event Duration Prediction via Time-aware Pre-training EMNLP 2020 Interpretability and Analysis in Neural NLP ACL 2020 Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing EMNLP 2020 Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction AAAI 2020 KLEJ: Comprehensive Benchmark for Polish Language Understanding ACL 2020 Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020 Learning to Understand Child-directed and Adult-directed Speech ACL 2020 LGPSolver - Solving Logic Grid Puzzles Automatically EMNLP 2020 Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation EMNLP 2020 Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020 Modeling Preconditions in Text with a Crowd-sourced Dataset EMNLP 2020 Multi-Channel Reverse Dictionary Model AAAI 2020 MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL 2020 Neural Metaphor Detection with a Residual biLSTM-CRF Model ACL 2020 Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses ACL 2020 Parsing as Pretraining AAAI 2020 Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank EMNLP 2020 PIQA: Reasoning about Physical Commonsense in Natural Language AAAI 2020 PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020 QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines EMNLP 2020 Question Quality Improvement: Deep Question Understanding for Incident Management in Technical Support Domain AAAI 2020 Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification AAAI 2020 Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs ACL 2020 Rethinking the Bottom-Up Framework for Query-Based Video Localization AAAI 2020 RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling EMNLP 2020