natural language understanding

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding EMNLP 2022 Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs EMNLP 2022 Communicating Natural Programs to Humans and Machines NeurIPS 2022 Competence-based Question Generation COLING 2022 CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation EMNLP 2022 ConFiguRe: Exploring Discourse-level Chinese Figures of Speech COLING 2022 Context Matters: A Pragmatic Study of PLMs’ Negation Understanding ACL 2022 Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization EMNLP 2022 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022 CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course NAACL 2022 Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding NAACL 2022 CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting EMNLP 2022 Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022 Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022 Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022 Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022 Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections EMNLP 2022 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022 Down and Across: Introducing Crossword-Solving as a New NLP Benchmark ACL 2022 DuluthNLP at SemEval-2022 Task 7: Classifying Plausible Alternatives with Pre–trained ELECTRA SemEval 2022 Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention NAACL 2022 End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics EMNLP 2022 Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022