Can Large Language Models Transform Computational Social Science?

12 April 2023

Jiaao Chen

Diyi Yang

Papers citing "Can Large Language Models Transform Computational Social Science?"

33 / 33 papers shown

Title
Navigating the Rabbit Hole: Emergent Biases in LLM-Generated Attack Narratives Targeting Mental Health Groups Rijul Magu Arka Dutta Sean Kim Ashiqur R. KhudaBukhsh Munmun De Choudhury 19 0 0 08 Apr 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Kun-Peng Ning Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 69 8 0 24 Feb 2025
Automatic Detection of Research Values from Scientific Abstracts Across Computer Science Subfields Hang Jiang Tal August Luca Soldaini Kyle Lo Maria Antoniak 34 0 0 23 Feb 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 55 1 0 21 Feb 2025
Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models Haoran Ye T. Zhang Yuhang Xie Liyuan Zhang Yuanyi Ren Xin Zhang Guojie Song PILM 74 0 0 04 Feb 2025
SkillScope: A Tool to Predict Fine-Grained Skills Needed to Solve Issues on GitHub Benjamin C. Carter Jonathan Rivas Contreras Carlos A. Llanes Villegas Pawan Acharya Jack Utzerath ... Dylan Johnson Jacob Penney Igor Steinmacher M. Gerosa Fabio Santos 37 0 0 28 Jan 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy Tunazzina Islam Dan Goldwasser 79 2 0 28 Jan 2025
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review Rock Yuren Pang Hope Schroeder Kynnedy Simone Smith Solon Barocas Ziang Xiao Emily Tseng Danielle Bragg 73 3 0 22 Jan 2025
Controllable Context Sensitivity and the Knob Behind It Julian Minder Kevin Du Niklas Stoehr Giovanni Monea Chris Wendler Robert West Ryan Cotterell KELM 39 3 0 11 Nov 2024
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text Michael Burnham Kayla Kahn Ryan Yank Wang Rachel X. Peng 32 4 0 03 Sep 2024
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities Wenyue Hua Kaijie Zhu Lingyao Li Lizhou Fan Shuhang Lin Mingyu Jin Haochen Xue Zelong Li Jindong Wang Yongfeng Zhang LRM 59 8 0 04 Jun 2024
Can Large Language Models Create New Knowledge for Spatial Reasoning Tasks? Thomas Greatrix Roger Whitaker Liam Turner Walter Colombo LRM 25 1 0 23 May 2024
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation Jinyu Cai Jialong Li Mingyue Zhang Munan Li Chen-Shu Wang Kenji Tei LLMAG 38 6 0 05 May 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 56 5 0 19 Apr 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 51 18 0 03 Jan 2024
Can ChatGPT Read Who You Are? Erik Derner D. Kučera Nuria Oliver Jan Zahálka 22 6 0 26 Dec 2023
Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence Navid Ghaffarzadegan A. Majumdar Ross Williams Niyousha Hosseinichimeh LLMAG AI4CE 21 23 0 20 Sep 2023
GameEval: Evaluating LLMs on Conversational Games Dan Qiao Chenfei Wu Yaobo Liang Juntao Li Nan Duan ELM LLMAG 14 20 0 19 Aug 2023
Automated Annotation with Generative AI Requires Validation Nicholas Pangakis Samuel Wolken Neil Fasching SyDa 14 61 0 31 May 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin-Xia Yu Jianfeng Gao MILM 16 46 0 17 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,727 0 07 Apr 2023
FLUTE: Figurative Language Understanding through Textual Explanations Tuhin Chakrabarty Arkadiy Saakyan Debanjan Ghosh Smaranda Muresan 42 66 0 24 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 303 11,881 0 04 Mar 2022
Clean or Annotate: How to Spend a Limited Data Collection Budget Derek Chen Zhou Yu Samuel R. Bowman 27 13 0 15 Oct 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 208 1,654 0 15 Oct 2021
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska Nader Akoury Mohit Iyyer 204 106 0 14 Sep 2021
To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence Caleb Ziems Diyi Yang 29 14 0 11 Sep 2021
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 92 235 0 11 Sep 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 76 0 30 Dec 2020
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 104 180 0 19 Oct 2020
SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection Dominik Schlechtweg Barbara McGillivray Simon Hengchen Haim Dubossarsky Nina Tahmasebi 141 236 0 22 Jul 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods Maria Ryskina Ella Rabinovich Taylor Berg-Kirkpatrick David R. Mortensen Yulia Tsvetkov NAI 33 33 0 21 Jan 2020