Natural Language Understanding

RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ACL 2021 Resolving Implicit References in Instructional Texts EMNLP 2021 Salience-Aware Event Chain Modeling for Narrative Understanding EMNLP 2021 Self-training with Few-shot Rationalization EMNLP 2021 Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021 StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ACL 2021 The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis Resolution in Dialogue: A Cross-Team Analysis EMNLP 2021 The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers EMNLP 2021 Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools EMNLP 2021 Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding EMNLP 2021 Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021 Towards More Flexible and Accurate Object Tracking With Natural Language: Algorithms and Benchmark CVPR 2021 Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021 Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction EMNLP 2021 Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages EMNLP 2021 Weakly supervised discourse segmentation for multiparty oral conversations EMNLP 2021 We Need to Consider Disagreement in Evaluation ACL 2021 What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations EMNLP 2021 WhyAct: Identifying Action Reasons in Lifestyle Vlogs EMNLP 2021 Accurate polyglot semantic parsing with DAG grammars EMNLP 2020 Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model (Student Abstract) AAAI 2020 A Method for Building a Commonsense Inference Dataset based on Basic Events EMNLP 2020 A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages ACL 2020 Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020