TimeLMs: Diachronic Language Models from Twitter

8 February 2022

Daniel Loureiro

Francesco Barbieri

Leonardo Neves

Luis Espinosa Anke

Jose Camacho-Collados

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Papers citing "TimeLMs: Diachronic Language Models from Twitter"

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Title
Estimating Quality in Therapeutic Conversations: A Multi-Dimensional Natural Language Processing Framework Alice Rueda Argyrios Perivolaris Niloy Roy Dylan Weston Sarmed Shaya ... Y. Zhang Bo Cao Reza Samavi Sridhar Krishnan Venkat Bhat 21 0 0 09 May 2025
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 26 0 0 02 May 2025
CPR: Leveraging LLMs for Topic and Phrase Suggestion to Facilitate Comprehensive Product Reviews Ekta Gujral Apurva Sinha Lishi Ji Bijayani Sanghamitra Mishra 21 0 0 18 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 59 0 0 02 Apr 2025
Detection of Somali-written Fake News and Toxic Messages on the Social Media Using Transformer-based Language Models Muhidin A. Mohamed Shuab D. Ahmed Yahye A. Isse Hanad M. Mohamed Fuad Mire Hassan Houssein A. Assowe 52 0 0 23 Mar 2025
Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions Hsuvas Borkakoty Luis Espinosa-Anke KELM 60 0 0 13 Mar 2025
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment Tianze Wang Dongnan Gui Yifan Hu Shuhang Lin Linjun Zhang 36 0 0 25 Feb 2025
Sensitive Content Classification in Social Media: A Holistic Resource and Evaluation Dimosthenis Antypas Indira Sen Carla Pérez-Almendros Jose Camacho-Collados Francesco Barbieri 64 1 0 29 Nov 2024
Gradient Localization Improves Lifelong Pretraining of Language Models Jared Fernandez Yonatan Bisk Emma Strubell KELM 31 1 0 07 Nov 2024
Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions Poojitha Thota Shirin Nilizadeh 26 2 0 26 Oct 2024
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions? Xianren Zhang Xianfeng Tang Hui Liu Zongyu Wu Qi He Dongwon Lee Suhang Wang ALM 41 0 0 16 Oct 2024
PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning Tingchen Fu Mrinank Sharma Philip H. S. Torr Shay B. Cohen David M. Krueger Fazl Barez AAML 42 7 0 11 Oct 2024
Should RAG Chatbots Forget Unimportant Conversations? Exploring Importance and Forgetting with Psychological Insights Ryuichi Sumida Koji Inoue Tatsuya Kawahara 23 0 0 19 Sep 2024
Incremental and Data-Efficient Concept Formation to Support Masked Word Prediction Xin Lian Nishant Baglodi Christopher J. MacLellan 26 0 0 19 Sep 2024
Evaluating authenticity and quality of image captions via sentiment and semantic analyses Aleksei Krotov Alison Tebo Dylan K. Picart Aaron Dean Algave 16 0 0 14 Sep 2024
Community Fact-Checks Trigger Moral Outrage in Replies to Misleading Posts on Social Media Y. Chuai Anastasia Sergeeva Gabriele Lenzini Nicolas Pröllochs 18 3 0 13 Sep 2024
TempoFormer: A Transformer for Temporally-aware Representations in Change Detection Talia Tseriotou Adam Tsakalidis Maria Liakata 31 0 0 28 Aug 2024
CBF-LLM: Safe Control for LLM Alignment Yuya Miyaoka Masaki Inoue 28 2 0 28 Aug 2024
WiDe-analysis: Enabling One-click Content Moderation Analysis on Wikipedia's Articles for Deletion Hsuvas Borkakoty Luis Espinosa-Anke KELM 19 1 0 10 Aug 2024
Fine-tuning multilingual language models in Twitter/X sentiment analysis: a study on Eastern-European V4 languages Tomás Filip Martin Pavlícek Petr Sosík 25 2 0 04 Aug 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 27 3 0 17 Jul 2024
Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models Jupinder Parmar Sanjev Satheesh M. Patwary M. Shoeybi Bryan Catanzaro 43 27 0 09 Jul 2024
CHEW: A Dataset of CHanging Events in Wikipedia Hsuvas Borkakoty Luis Espinosa-Anke 29 1 0 27 Jun 2024
Task Oriented In-Domain Data Augmentation Xiao Liang Xinyu Hu Simiao Zuo Yeyun Gong Qiang Lou Yi Liu Shao-Lun Huang Jian Jiao 37 2 0 24 Jun 2024
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models Yi Zhou Danushka Bollegala Jose Camacho-Collados 34 1 0 19 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 28 14 0 10 Jun 2024
Does Geo-co-location Matter? A Case Study of Public Health Conversations during COVID-19 Paiheng Xu L. Raschid Vanessa Frías-Martínez 32 0 0 28 May 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks Santosh T.Y.S.S Tuan-Quang Vuong Matthias Grabmair AILaw CLL 53 4 0 23 May 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media Asahi Ushio Jose Camacho-Collados 31 0 0 15 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 39 62 0 25 Apr 2024
Future Language Modeling from Temporal Document History Changmao Li Jeffrey Flanigan AI4TS 20 0 0 16 Apr 2024
Incentivizing News Consumption on Social Media Platforms Using Large Language Models and Realistic Bot Accounts Hadi Askari Anshuman Chhabra Bernhard Clemm von Hohenberg Michael Heseltine Magdalena Wojcieszak 22 5 0 20 Mar 2024
Community Needs and Assets: A Computational Analysis of Community Conversations Towhid Chowdhury Naveen Sharma Ashiqur R. KhudaBukhsh 28 0 0 20 Mar 2024
Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance Rachith Aiyappa Shruthi Senthilmani Jisun An Haewoon Kwak Yong-Yeol Ahn 24 3 0 01 Mar 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Taichi Aida Danushka Bollegala 19 3 0 01 Mar 2024
Set the Clock: Temporal Alignment of Pretrained Language Models Bowen Zhao Zander Brumbaugh Yizhong Wang Hanna Hajishirzi Noah A. Smith CLL KELM 20 9 0 26 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 21 2 0 15 Feb 2024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability Xing-ming Guo Fangxu Yu Huan Zhang Lianhui Qin Bin Hu AAML 117 69 0 13 Feb 2024
Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities Zihao He Ashwin Rao Siyi Guo Negar Mokhberian Kristina Lerman 17 6 0 02 Feb 2024
A Group Fairness Lens for Large Language Models Guanqun Bi Lei Shen Yuqiang Xie Yanan Cao Tiangang Zhu Xiao-feng He ALM 26 4 0 24 Dec 2023
Time is Encoded in the Weights of Finetuned Language Models Kai Nylund Suchin Gururangan Noah A. Smith AI4TS 17 17 0 20 Dec 2023
Social Learning in Community Structured Graphs Valentina Shumovskaia Mert Kayaalp Ali H. Sayed 14 2 0 19 Dec 2023
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks Gokul S Krishnan Sarala Padi Craig S. Greenberg Balaraman Ravindran Dinesh Manoch Ram D.Sriram 25 2 0 04 Dec 2023
Forecasting Cryptocurrency Prices Using Deep Learning: Integrating Financial, Blockchain, and Text Data Vincent Gurgul Stefan Lessmann Wolfgang Karl Härdle 19 5 0 23 Nov 2023
Continual Learning Under Language Shift Evangelia Gogoulou Timothée Lesort Magnus Boman Joakim Nivre KELM CLL 27 3 0 02 Nov 2023
Non-Compositionality in Sentiment: New Data and Analyses Verna Dankers Christopher G. Lucas CoGe 40 1 0 31 Oct 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition Isaac Slaughter Craig Greenberg Reva Schwartz Aylin Caliskan 22 4 0 29 Oct 2023
Generative Language Models Exhibit Social Identity Biases Tiancheng Hu Yara Kyrychenko Steve Rathje Nigel Collier S. V. D. Linden Jon Roozenbeek 27 37 0 24 Oct 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research Dimosthenis Antypas Asahi Ushio Francesco Barbieri Leonardo Neves Kiamehr Rezaee Luis Espinosa-Anke Jiaxin Pei Jose Camacho-Collados 27 9 0 23 Oct 2023
Can Word Sense Distribution Detect Semantic Changes of Words? Xiaohang Tang Yi Zhou Taichi Aida Procheta Sen Danushka Bollegala 13 6 0 16 Oct 2023