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LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data

11 March 2025

Papers citing "LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data"

24 / 24 papers shown

Title
Generating bilingual example sentences with large language models as lexicography assistants Raphael Merx Ekaterina Vylomova Kemal Kurniawan 59 3 0 04 Oct 2024
Semantic Change Characterization with LLMs using Rhetorics Jader Martins Camboim de Sá Marcos Da Silveira C. Pruski 67 3 0 23 Jul 2024
A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications Naomi Baes Nick Haslam Ekaterina Vylomova 70 2 0 10 Jun 2024
Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types Pierluigi Cassotti S. Pascale Nina Tahmasebi 29 6 0 05 Jun 2024
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance Laura Cabello Uchenna Akujuobi 64 1 0 31 May 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 119 95 0 11 Apr 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners Samuel Cahyawijaya Holy Lovenia Pascale Fung 92 49 0 25 Mar 2024
Survey in Characterization of Semantic Change Jader Martins Camboim de Sá Marcos Da Silveira C. Pruski 64 10 0 29 Feb 2024
A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic Change Francesco Periti Nina Tahmasebi 72 17 0 19 Feb 2024
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 154 1,706 0 06 Jul 2023
Multilingual Language Models are not Multicultural: A Case Study in Emotion Shreya Havaldar Sunny Rai Bhumika Singhal Langchen Liu Langchen Liu Sharath Chandra Guntuku Lyle Ungar 101 61 0 03 Jul 2023
A Survey on Contextualised Semantic Shift Detection S. Montanelli Francesco Periti ObjD AI4TS 80 35 0 04 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
How Many Demonstrations Do You Need for In-context Learning? Jiuhai Chen Lichang Chen Chen Zhu Dinesh Manocha LRM 78 43 0 14 Mar 2023
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media Daniel Loureiro Aminette D'Souza Areej Muhajab Isabella A. White Gabriel Wong Luis Espinosa Anke Leonardo Neves Francesco Barbieri Jose Camacho-Collados 63 26 0 15 Sep 2022
Challenges for Computational Lexical Semantic Change Simon Hengchen Nina Tahmasebi Dominik Schlechtweg Haim Dubossarsky 52 28 0 19 Jan 2021
SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection Dominik Schlechtweg Barbara McGillivray Simon Hengchen Haim Dubossarsky Nina Tahmasebi 204 242 0 22 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 882 42,463 0 28 May 2020
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli Marco Del Tredici Raquel Fernández 82 186 0 29 Apr 2020
Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change Haim Dubossarsky Simon Hengchen Nina Tahmasebi Dominik Schlechtweg 69 102 0 04 Jun 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 180 5,674 0 25 Jan 2019
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 202 492 0 28 Aug 2018
Diachronic word embeddings and semantic shifts: a survey Andrey Kutuzov Lilja Øvrelid Terrence Szymanski Erik Velldal AI4TS 66 304 0 09 Jun 2018
A State-of-the-Art of Semantic Change Computation Xuri Tang 33 92 0 30 Jan 2018