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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Table-To-Text generation and pre-training with TabT5 EMNLP 2022
R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022
Investigating the Benefits of Free-Form Rationales EMNLP 2022
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering EMNLP 2022
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022
Autoregressive Structured Prediction with Language Models EMNLP 2022
Meta Learning and Its Applications to Natural Language Processing ACL 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021
StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ACL 2021
RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ACL 2021
Learning Prototypical Functions for Physical Artifacts ACL 2021
An In-depth Study on Internal Structure of Chinese Words ACL 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers ACL 2021
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech ACL 2021
Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021
Modeling Disclosive Transparency in NLP Application Descriptions EMNLP 2021
Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021
Minimal Supervision for Morphological Inflection EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
WhyAct: Identifying Action Reasons in Lifestyle Vlogs EMNLP 2021
Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models EMNLP 2021
Measuring Association Between Labels and Free-Text Rationales EMNLP 2021
Rationales for Sequential Predictions EMNLP 2021