Large Language Models Meet Stance Detection: A Survey of Tasks, Methods, Applications, Challenges and Future Directions

13 May 2025

Papers citing "Large Language Models Meet Stance Detection: A Survey of Tasks, Methods, Applications, Challenges and Future Directions"

38 / 38 papers shown

Title
User-Aware Multilingual Abusive Content Detection in Social Media Mohammad Zia Ur Rehman Somya Mehta Kuldeep Singh Kunal Kaushik Nagendra Kumar 54 14 0 26 Oct 2024
A Social Context-aware Graph-based Multimodal Attentive Learning Framework for Disaster Content Classification during Emergencies Shahid Shafi Dar Mohammad Zia Ur Rehman Karan Bais Mohammed Abdul Haseeb Nagendra Kumara 74 11 0 11 Oct 2024
CoTCoNet: An Optimized Coupled Transformer-Convolutional Network with an Adaptive Graph Reconstruction for Leukemia Detection Chandravardhan Singh Raghaw Arnav Sharma Shubhi Bansal Mohammad Zia Ur Rehman Nagendra Kumar MedIm 70 11 0 11 Oct 2024
Can Large Language Models Address Open-Target Stance Detection? Abu Ubaida Akash Ahmed Fahmy Amine Trabelsi ObjD 63 2 0 30 Aug 2024
Collaborative Knowledge Infusion for Low-resource Stance Detection Ming Yan Joey Tianyi Zhou Ivor W. Tsang 71 3 0 28 Mar 2024
Data and models for stance and premise detection in COVID-19 tweets: insights from the Social Media Mining for Health (SMM4H) 2022 shared task Vera Davydova Huabin Yang E. Tutubalina 64 2 0 14 Nov 2023
Chain-of-Thought Embeddings for Stance Detection on Social Media Joseph Gatto Omar Sharif S. Preum LRM 61 14 0 30 Oct 2023
Zephyr: Direct Distillation of LM Alignment Lewis Tunstall E. Beeching Nathan Lambert Nazneen Rajani Kashif Rasul ... Nathan Habib Nathan Sarrazin Omar Sanseviero Alexander M. Rush Thomas Wolf ALM 111 399 0 25 Oct 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 389 4,169 0 29 May 2023
Wearing Masks Implies Refuting Trump?: Towards Target-specific User Stance Prediction across Events in COVID-19 and US Election 2020 Hong Zhang Haewoon Kwak Wei Gao Jisun An 39 4 0 21 Mar 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 14,761 0 15 Mar 2023
Few-shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings Parisa Jamadi Khiabani A. Zubiaga 85 11 0 11 Jan 2023
Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation Threads Yupeng Li Haorui He Shaonan Wang F. Lau Yunya Song 58 16 0 06 Nov 2022
Stanceosaurus: Classifying Stance Towards Multilingual Misinformation Jonathan Zheng Ashutosh Baheti Tarek Naous Wei Xu Alan Ritter 90 13 0 28 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 238 3,165 0 20 Oct 2022
Few-Shot Stance Detection via Target-Aware Prompt Distillation Yan Jiang Jinhua Gao Huawei Shen Xueqi Cheng 72 27 0 27 Jun 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 96 86 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 900 13,228 0 04 Mar 2022
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision Subhabrata Dutta Samiya Caur Soumen Chakrabarti Tanmoy Chakraborty 76 16 0 03 Jan 2022
STEM: Unsupervised STructural EMbedding for Stance Detection Ron Korenblum Pick Vladyslav Kozhukhov Dan Vilenchik Oren Tsur 45 13 0 01 Dec 2021
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 81 63 0 13 Sep 2021
SRLF: A Stance-aware Reinforcement Learning Framework for Content-based Rumor Detection on Social Media Chunyuan Yuan Wanhui Qian Qianwen Ma Wei Zhou Songlin Hu 71 7 0 10 May 2021
AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact Checking Tariq Alhindi Amal Alabdulkarim A. Alshehri Muhammad Abdul-Mageed Preslav Nakov 48 27 0 28 Apr 2021
Semi-automatic Generation of Multilingual Datasets for Stance Detection in Twitter Elena Zotova Rodrigo Agerri German Rigau 55 22 0 28 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 252 4,313 0 01 Jan 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 478 2,123 0 31 Dec 2020
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations Emily Allaway Kathleen McKeown 95 184 0 07 Oct 2020
Stance Detection on Social Media: State of the Art and Trends Abeer Aldayel Walid Magdy 82 270 0 05 Jun 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 908 42,520 0 28 May 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 61 62 0 21 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 172 2,444 0 23 Apr 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 521 20,376 0 23 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 703 24,572 0 26 Jul 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 174 1,970 0 24 Jul 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 827 132,725 0 12 Jun 2017
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,611 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 704 31,571 0 16 Jan 2013