Natural Language Processing

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021 The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis Resolution in Dialogue: A Cross-Team Analysis EMNLP 2021 The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification EMNLP 2021 The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity ACL 2021 The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021 TIMEDIAL: Temporal Commonsense Reasoning in Dialog ACL 2021 Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021 To be Closer: Learning to Link up Aspects with Opinions EMNLP 2021 Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling AAAI 2021 Towards Argument Mining for Social Good: A Survey ACL 2021 Towards Improving Adversarial Training of NLP Models EMNLP 2021 Towards Robustness of Text-to-SQL Models against Synonym Substitution ACL 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021 Towards User-Driven Neural Machine Translation ACL 2021 Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021 TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021 Tribrid: Stance Classification with Neural Inconsistency Detection EMNLP 2021 Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning ICLR 2021 Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution EMNLP 2021 UnImplicit Shared Task Report: Detecting Clarification Requirements in Instructional Text ACL 2021 Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021 Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens EMNLP 2021 Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems ACL 2021 Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender EMNLP 2021 Using Word Embedding to Reveal Monetary Policy Explanation Changes EMNLP 2021