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Temporal Effects on Pre-trained Models for Language Processing Tasks

24 November 2021

Papers citing "Temporal Effects on Pre-trained Models for Language Processing Tasks"

39 / 39 papers shown

Title
Decoding the Past: Explainable Machine Learning Models for Dating Historical Texts Paulo J. N. Pinto A. Pinho Diogo Pratas AI4CE 183 0 0 28 Nov 2025
DocMEdit: Towards Document-Level Model EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Li Zeng Zeming Liu Chong Feng Heyan Huang Yuhang Guo KELM 162 2 0 26 May 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM PretrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 326 3 0 02 Apr 2025
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle Hui Dai Ryan Teehan Mengye Ren KELM AIFin ELM 244 7 0 13 Nov 2024
FAME: Towards Factual Multi-Task Model EditingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Li Zeng Yingyu Shan Zeming Liu Jiashu Yao Yuhang Guo KELM 157 2 0 07 Oct 2024
LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models Akshaj Kumar Veldanda Shi-Xiong Zhang Anirban Das Supriyo Chakraborty Stephen Rawls Sambit Sahu Milind Naphade KELM MU 210 4 0 19 Sep 2024
Time Matters: Examine Temporal Effects on Biomedical Language Models Weisi Liu Zhe He Xiaolei Huang 201 8 0 24 Jul 2024
CHEW: A Dataset of CHanging Events in Wikipedia Hsuvas Borkakoty Luis Espinosa-Anke 215 2 0 27 Jun 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 199 8 0 23 May 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social MediaWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), 2024 Asahi Ushio Jose Camacho-Collados 125 0 0 15 May 2024
Future Language Modeling from Temporal Document History Changmao Li Jeffrey Flanigan AI4TS 128 0 0 16 Apr 2024
Set the Clock: Temporal Alignment of Pretrained Language Models Bowen Zhao Zander Brumbaugh Yizhong Wang Hanna Hajishirzi Noah A. Smith CLL KELM 300 23 0 26 Feb 2024
See the Unseen: Better Context-Consistent Knowledge-Editing by Noises Youcheng Huang Wenqiang Lei Zheng Zhang Jiancheng Lv Shuicheng Yan KELM 181 6 0 15 Jan 2024
ALCUNA: Large Language Models Meet New KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xunjian Yin Baizhou Huang Xiaojun Wan 243 35 0 23 Oct 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP ResearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Dimosthenis Antypas Asahi Ushio Francesco Barbieri Leonardo Neves Kiamehr Rezaee Luis Espinosa-Anke Jiaxin Pei Jose Camacho-Collados 131 15 0 23 Oct 2023
Keeping in Time: Adding Temporal Context to Sentiment Analysis ModelsConference and Labs of the Evaluation Forum (CLEF), 2023 Dean Ninalga 127 0 0 24 Sep 2023
WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs DatasetRecent Advances in Natural Language Processing (RANLP), 2023 Hsuvas Borkakoty Luis Espinosa-Anke 201 1 0 07 Aug 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs EvaluationsNeural Information Processing Systems (NeurIPS), 2023 Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 362 128 0 07 Jun 2023
Characterizing and Measuring Linguistic Dataset DriftAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tyler A. Chang Kishaloy Halder Neha Ann John Yogarshi Vyas Yassine Benajiba Miguel Ballesteros Dan Roth 147 3 0 26 May 2023
Are Large Language Models Robust Coreference Resolvers? Nghia T. Le Alan Ritter LRM 151 16 0 23 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & ToxicityNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 324 206 0 22 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 C. Cheang Hou Pong Chan Yang Li Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 481 10 0 03 May 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple ViewsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Katerina Margatina Shuai Wang Yogarshi Vyas Neha Ann John Yassine Benajiba Miguel Ballesteros 151 22 0 23 Feb 2023
Boosting classification reliability of NLP transformer models in the long runSN Computer Science (SN Comput. Sci.), 2023 Zoltán Kmetty Bence Kollányi Krisztián Boros 115 3 0 20 Feb 2023
It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological SplitsFindings (Findings), 2023 Yida Mu Kalina Bontcheva Nikolaos Aletras 129 22 0 06 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging EntitiesNeural Information Processing Systems (NeurIPS), 2023 Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 254 19 0 05 Feb 2023
Continuously Reliable Detection of New-Normal Misinformation: Semantic Masking and Contrastive Smoothing in High-Density Latent Regions Abhijit Suprem J. Ferreira C. Pu AAML 206 1 0 19 Jan 2023
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023?Annual Meeting of the Association for Computational Linguistics (ACL), 2022 Shuheng Liu Alan Ritter AI4TS 231 15 0 19 Dec 2022
Time-aware Prompting for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shuyang Cao Lu Wang 137 13 0 03 Nov 2022
On the Impact of Temporal Concept Drift on Model ExplanationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhixue Zhao G. Chrysostomou Kalina Bontcheva Nikolaos Aletras 207 16 0 17 Oct 2022
Mass-Editing Memory in a TransformerInternational Conference on Learning Representations (ICLR), 2022 Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 357 768 0 13 Oct 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts Asahi Ushio Leonardo Neves Vítor Silva Francesco Barbieri Jose Camacho-Collados 249 38 0 07 Oct 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social MediaInternational Conference on Computational Linguistics (COLING), 2022 Daniel Loureiro Aminette D'Souza Areej Muhajab Isabella A. White Gabriel Wong Luis Espinosa Anke Leonardo Neves Francesco Barbieri Jose Camacho-Collados 171 27 0 15 Sep 2022
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiaohang Tang Yi Zhou Danushka Bollegala 277 7 0 23 Aug 2022
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression DiagnosesWorkshop on Computational Linguistics and Clinical Psychology (CLPsych), 2022 Keith Harrigian Mark Dredze 246 4 0 22 Jun 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Joel Jang Seonghyeon Ye Changho Lee Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Minjoon Seo CLL KELM 377 113 0 29 Apr 2022
TimeLMs: Diachronic Language Models from TwitterAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Daniel Loureiro Francesco Barbieri Leonardo Neves Luis Espinosa Anke Jose Camacho-Collados 216 312 0 08 Feb 2022
Temporal Attention for Language Models Guy D. Rosin Kira Radinsky VLM 289 36 0 04 Feb 2022
The challenges of temporal alignment on Twitter during crisesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Aniket Pramanick Tilman Beck Kevin Stowe Iryna Gurevych 169 4 0 17 Apr 2021