Improving negation detection with negation-focused pre-training

Improving negation detection with negation-focused pre-training

North American Chapter of the Association for Computational Linguistics (NAACL), 2022

9 May 2022

Thinh Hung Truong

Timothy Baldwin

Karin Verspoor

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Papers citing "Improving negation detection with negation-focused pre-training"

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Title
Semantic Adapter for Universal Text Embeddings: Diagnosing and Mitigating Negation Blindness to Enhance Universality Hongliu Cao 362 1 0 01 Apr 2025
Are LLMs Models of Distributional Semantics? A Case Study on Quantifiers Zhang Enyan Zewei Wang Michael A. Lepori Ellie Pavlick Helena Aparicio 300 3 0 17 Oct 2024
Paraphrasing in Affirmative Terms Improves Negation Understanding MohammadHossein Rezaei Eduardo Blanco 186 6 0 11 Jun 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency Yuchen Shi Deqing Yang Jingping Liu Yanghua Xiao Zongyu Wang Huimin Xu 136 0 0 15 Apr 2024
Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLUConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fajri Koto Nurul Aisyah Jinyan Su Timothy Baldwin AI4Ed LRM ELM 289 57 0 07 Oct 2023
This is not correct! Negation-aware Evaluation of Language Generation SystemsInternational Conference on Natural Language Generation (INLG), 2023 Miriam Anschütz Diego Miguel Lozano Georg Groh 281 21 0 26 Jul 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 246 79 0 14 Jun 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yuhui Zhang Michihiro Yasunaga Zhengping Zhou Jeff Z. HaoChen James Zou Abigail Z. Jacobs Serena Yeung 253 11 0 27 May 2023
Simple Linguistic Inferences of Large Language Models (LLMs): Blind Spots and Blinds Victoria Basmov Yoav Goldberg Reut Tsarfaty ReLM LRM 204 8 0 24 May 2023
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about NegationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Abhilasha Ravichander Matt Gardner Ana Marasović 257 41 0 01 Nov 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation Thinh Hung Truong Yulia Otmakhova Tim Baldwin Trevor Cohn Jey Han Lau Karin Verspoor 261 26 0 06 Oct 2022