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Understanding

36 directly classified papers

Subtopics

Semantic Analysis (2901) Sentiment Analysis (1592) Named Entity Recognition (1355) Parsing (958) Syntax (767) Coreference Resolution (433) Part-of-Speech Tagging (287) Natural Language Inference (177) Semantics (122) Lexical Semantics (120) Morphology (103) Text Classification (42) Word Sense Disambiguation (13) Sequence Labeling (8) Semantic Parsing (6)

Papers per year

Papers

Just One is Enough: An Existence-based Alignment Check for Robust Japanese Pronunciation Estimation EMNLP 2025
ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models NAACL 2025
Cross-Framework Generalizable Discourse Relation Classification Through Cognitive Dimensions NAACL 2025
Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor COLING 2025
Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling EMNLP 2023
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023
On General Language Understanding EMNLP 2023
IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
ORCA: A Challenging Benchmark for Arabic Language Understanding ACL 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023
Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors ACL 2023
LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023
Adversarial Self-Attention for Language Understanding AAAI 2023
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022
An MRC Framework for Semantic Role Labeling COLING 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding NAACL 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022
Equivariant Transduction through Invariant Alignment COLING 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured NAACL 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English ACL 2022
On the Impact of Temporal Concept Drift on Model Explanations EMNLP 2022
Google-trickers, Yaminjeongeum, and Leetspeak: An Empirical Taxonomy for Intentionally Noisy User-Generated Text EMNLP 2021