TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification

23 October 2020

Francesco Barbieri

Jose Camacho-Collados

Leonardo Neves

Luis Espinosa-Anke

VLM

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Papers citing "TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification"

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Title
Steerable Chatbots: Personalizing LLMs with Preference-Based Activation Steering Jessica Y. Bo Tianyu Xu Ishan Chatterjee Katrina Passarella-Ward Achin Kulshrestha D Shin LLMSV 79 0 0 07 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 30 0 0 02 May 2025
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs Shuyang Yu Runxue Bao Parminder Bhatia Taha A. Kass-Hout Jiayu Zhou Cao Xiao 39 1 0 31 Oct 2024
Identity-related Speech Suppression in Generative AI Content Moderation Oghenefejiro Isaacs Anigboro Charlie M. Crawford Danaë Metaxa Sorelle A. Friedler Sorelle A. Friedler 21 0 0 09 Sep 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 62 1 0 15 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Valentin Barriere Sebastian Cifuentes 28 0 0 01 Jul 2024
Model Selection with Model Zoo via Graph Learning Ziyu Li Hilco van der Wilk Danning Zhan Megha Khosla A. Bozzon Rihan Hai 46 1 0 05 Apr 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 43 7 0 24 Mar 2024
Methods for Generating Drift in Text Streams C. M. Garcia A. L. Koerich A. Britto J. P. Barddal 30 1 0 18 Mar 2024
A Generalized Acquisition Function for Preference-based Reward Learning Evan Ellis Gaurav R. Ghosal Stuart J. Russell Anca Dragan Erdem Biyik 34 1 0 09 Mar 2024
Analysing The Impact of Sequence Composition on Language Model Pre-Training Yu Zhao Yuanbin Qu Konrad Staniszewski Szymon Tworkowski Wei Liu Piotr Milo's Yuxiang Wu Pasquale Minervini 34 14 0 21 Feb 2024
Automatically Detecting Confusion and Conflict During Collaborative Learning Using Linguistic, Prosodic, and Facial Cues Yingbo Ma Yukyeong Song Mehmet Celepkolu K. Boyer Eric Wiebe Collin F. Lynch Maya Israel 32 2 0 26 Jan 2024
Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications Yuhang Zhou Paiheng Xu Xiyao Wang Xuan Lu Ge Gao Wei Ai 59 5 0 22 Jan 2024
Generative Deduplication For Socia Media Data Selection Xianming Li Jing Li 29 2 0 11 Jan 2024
Emotion Detection for Misinformation: A Review Zhiwei Liu Tianlin Zhang Kailai Yang Paul Thompson Zeping Yu Sophia Ananiadou 10 28 0 01 Nov 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 36 6 0 23 Oct 2023
Bridging Information-Theoretic and Geometric Compression in Language Models Emily Cheng Corentin Kervadec Marco Baroni 31 16 0 20 Oct 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 16 7 0 14 Jul 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions Janis Goldzycher 13 1 0 06 Jun 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 27 39 0 23 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 81 557 0 22 May 2023
GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark Dongyang Li Ruixue Ding Qiang-Wei Zhang Zheng Li Boli Chen ... Yao Xu Xin Li Ning Guo Fei Huang Xiaofeng He ELM VLM 31 5 0 11 May 2023
Scaling Expert Language Models with Unsupervised Domain Discovery Suchin Gururangan Margaret Li M. Lewis Weijia Shi Tim Althoff Noah A. Smith Luke Zettlemoyer MoE 22 46 0 24 Mar 2023
Creation and evaluation of timelines for longitudinal user posts Anthony Hills Adam Tsakalidis F. Nanni Ioannis Zachos M. Liakata 22 3 0 10 Mar 2023
ChatGPT: Jack of all trades, master of none Jan Kocoñ Igor Cichecki Oliwier Kaszyca Mateusz Kochanek Dominika Szydło ... Maciej Piasecki Lukasz Radliñski Konrad Wojtasik Stanislaw Wo'zniak Przemyslaw Kazienko AI4MH 17 526 0 21 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq R. Joty VLM LRM 23 15 0 16 Feb 2023
ControversialQA: Exploring Controversy in Question Answering Zhen Wang Peide Zhu Jie Yang 26 1 0 10 Feb 2023
Knowledge is a Region in Weight Space for Fine-tuned Language Models Almog Gueta Elad Venezian Colin Raffel Noam Slonim Yoav Katz Leshem Choshen 28 49 0 09 Feb 2023
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 14 62 0 19 Dec 2022
Demystifying Prompts in Language Models via Perplexity Estimation Hila Gonen Srini Iyer Terra Blevins Noah A. Smith Luke Zettlemoyer LRM 27 195 0 08 Dec 2022
The Naughtyformer: A Transformer Understands Offensive Humor Leonard Tang Alexander Cai Steve Li Jason Wang 14 3 0 25 Nov 2022
Few-shot Learning for Multi-modal Social Media Event Filtering José Nascimento J. P. Cardenuto J. Yang Anderson de Rezende Rocha 14 3 0 16 Nov 2022
Finding Skill Neurons in Pre-trained Transformer-based Language Models Xiaozhi Wang Kaiyue Wen Zhengyan Zhang Lei Hou Zhiyuan Liu Juanzi Li MILM MoE 21 50 0 14 Nov 2022
How Much Hate with #china? A Preliminary Analysis on China-related Hateful Tweets Two Years After the Covid Pandemic Began Jinghua Xu Zarah Weiß 37 0 0 11 Nov 2022
Preserving Semantics in Textual Adversarial Attacks David Herel Hugo Cisneros Tomáš Mikolov AAML 30 6 0 08 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 32 79 0 31 Oct 2022
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models Dong-Ho Lee Akshen Kadakia Brihi Joshi Aaron Chan Ziyi Liu ... Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren LRM 40 9 0 30 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 12 2 0 24 Oct 2022
Data-driven Parsing Evaluation for Child-Parent Interactions Zoey Liu Emily Tucker Prudhommeaux 24 4 0 28 Sep 2022
Learning When to Say "I Don't Know" Nicholas Kashani Motlagh Jim Davis Tim Anderson Jeremy Gwinnup 21 1 0 11 Sep 2022
AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles Beatrice Portelli Simone Scaboro Emmanuele Chersoni Enrico Santus Giuseppe Serra MoE 14 5 0 07 Sep 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 28 5 0 01 Aug 2022
TweetNLP: Cutting-Edge Natural Language Processing for Social Media Jose Camacho-Collados Kiamehr Rezaee Talayeh Riahi Asahi Ushio Daniel Loureiro ... Eugenio Martínez-Cámara Gonzalo Medina T. Buhrmann Leonardo Neves Francesco Barbieri VLM AI4MH 26 130 0 29 Jun 2022
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in Language Mixing Elena Álvarez Mellado Constantine Lignos 11 5 0 10 Jun 2022
LEXpander: applying colexification networks to automated lexicon expansion A. Natale David Garcia 18 5 0 31 May 2022
Attention Flows for General Transformers Niklas Metzger Christopher Hahn Julian Siber Frederik Schmitt Bernd Finkbeiner 34 0 0 30 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 18 12 0 25 May 2022
Identifying Moments of Change from Longitudinal User Text Adam Tsakalidis F. Nanni Anthony Hills Jenny Chim Jiayu Song M. Liakata 19 32 0 11 May 2022
CATs are Fuzzy PETs: A Corpus and Analysis of Potentially Euphemistic Terms M. Gavidia Patrick Lee Anna Feldman Jing Peng 24 24 0 05 May 2022
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques D. Piyadigama Guhanathan Poravi VLM 12 0 0 03 May 2022