WildChat: 1M ChatGPT Interaction Logs in the Wild

International Conference on Learning Representations (ICLR), 2024

2 May 2024

Wenting Zhao

Xiang Ren

Jack Hessel

Claire Cardie

Yejin Choi

Yuntian Deng

ArXiv (abs)PDF HTML HuggingFace (63 upvotes)

Papers citing "WildChat: 1M ChatGPT Interaction Logs in the Wild"

50 / 232 papers shown

Title
Smaller Language Models Are Better Instruction Evolvers Tingfeng Hui Lulu Zhao Guanting Dong Yaqi Zhang Hua Zhou Sen Su ALM 306 6 0 15 Dec 2024
If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM WorldAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Adrian de Wynter 212 1 0 02 Dec 2024
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Lei Li Y. X. Wei Zhihui Xie Xuqing Yang Yifan Song ... Tianyu Liu Sujian Li Bill Yuchen Lin Dianbo Sui Qiang Liu VLM CoGe 457 60 0 26 Nov 2024
BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching Yilong Zhao Shuo Yang Kan Zhu Lianmin Zheng Baris Kasikci Yang Zhou Jiarong Xing Eric Liang 337 15 0 25 Nov 2024
Chameleon: Adaptive Caching and Scheduling for Many-Adapter LLM Inference Environments Nikoleta Iliakopoulou Jovan Stojkovic Chloe Alverti Tianyin Xu Hubertus Franke Josep Torrellas 215 6 0 24 Nov 2024
Steering Language Model Refusal with Sparse Autoencoders Kyle O'Brien David Majercak Xavier Fernandes Richard Edgar Blake Bullwinkel Jingya Chen Harsha Nori Dean Carignan Eric Horvitz Forough Poursabzi-Sangde LLMSV 339 38 0 18 Nov 2024
Measuring Non-Adversarial Reproduction of Training Data in Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Michael Aerni Javier Rando Edoardo Debenedetti Nicholas Carlini Daphne Ippolito F. Tramèr 199 11 0 15 Nov 2024
Stronger Models are NOT Stronger Teachers for Instruction Tuning Zhangchen Xu Fengqing Jiang Luyao Niu Bill Yuchen Lin Radha Poovendran ALM 342 13 0 11 Nov 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 387 74 0 07 Nov 2024
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications Xupeng Miao Zhihao Jia Daniel F Campos Aurick Qiao LRM 277 4 0 07 Nov 2024
Rule Based Rewards for Language Model SafetyNeural Information Processing Systems (NeurIPS), 2024 Tong Mu Alec Helyar Johannes Heidecke Joshua Achiam Andrea Vallone Ian Kivlichan Molly Lin Alex Beutel John Schulman Lilian Weng ALM 290 89 0 02 Nov 2024
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Farima Fatahi Bayat Lechen Zhang Sheza Munir Lu Wang HILM 224 16 0 29 Oct 2024
Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders Zhengfu He Wentao Shu Xuyang Ge Lingjie Chen Junxuan Wang ... Qipeng Guo Xuanjing Huang Zuxuan Wu Yu-Gang Jiang Xipeng Qiu 267 70 0 27 Oct 2024
Unleashing LLM Reasoning Capability via Scalable Question Synthesis from ScratchAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yuyang Ding Xinyu Shi Xiaobo Liang Juntao Li Zhaopeng Tu Qiaoming Zhu Min Zhang LRM ELM AIMat SyDa 159 10 0 24 Oct 2024
MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models Seunghyeok Hong Dongkeun Yoon Juyoung Suk Javier Aula-Blasco Mano Aslan Vu Trong Kim Shayekh Bin Islam Jaume Prats-Cristià Lucía Tormo-Bañuelos Seungone Kim ELM LRM 212 0 0 23 Oct 2024
PAPILLON: Privacy Preservation from Internet-based and Local Language Model EnsemblesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Li Siyan Vethavikashini Chithrra Raghuram Omar Khattab Julia Hirschberg Zhou Yu 396 28 0 22 Oct 2024
SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior Jing-Jing Li Valentina Pyatkin Max Kleiman-Weiner Liwei Jiang Nouha Dziri Anne Collins Jana Schaich Borg Maarten Sap Yejin Choi Sydney Levine 318 0 0 22 Oct 2024
Imprompter: Tricking LLM Agents into Improper Tool Use Xiaohan Fu Shuheng Li Zihan Wang Yong Liu Rajesh K. Gupta Taylor Berg-Kirkpatrick Earlence Fernandes SILM LLMAG 241 41 0 19 Oct 2024
Diverging Preferences: When do Annotators Disagree and do Models Know? Michael J.Q. Zhang Zhilin Wang Jena D. Hwang Yi Dong Olivier Delalleau Yejin Choi Eunsol Choi Xiang Ren Valentina Pyatkin 234 26 0 18 Oct 2024
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying QuestionsInternational Conference on Learning Representations (ICLR), 2024 Michael J.Q. Zhang W. Bradley Knox Eunsol Choi 358 31 0 17 Oct 2024
To Err is AI : A Case Study Informing LLM Flaw Reporting PracticesAAAI Conference on Artificial Intelligence (AAAI), 2024 Sean McGregor Allyson Ettinger Nick Judd Paul Albee Liwei Jiang ... Avijit Ghosh Christopher Fiorelli Michelle Hoang Sven Cattell Nouha Dziri 132 5 0 15 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Guangyi Liu Fengting Yuchi W. Zhao Jingjing Qu Yanjie Wang Siheng Chen ALM FedML 277 3 0 15 Oct 2024
Thinking LLMs: General Instruction Following with Thought Generation Tianhao Wu Janice Lan Weizhe Yuan Jiantao Jiao Jason Weston Sainbayar Sukhbaatar LRM 231 40 0 14 Oct 2024
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Fangru Lin Shaoguang Mao Emanuele La Malfa Valentin Hofmann Adrian de Wynter Jing Yao Si-Qing Chen Michael Wooldridge J. Pierrehumbert Furu Wei 411 3 0 14 Oct 2024
RMB: Comprehensively Benchmarking Reward Models in LLM AlignmentInternational Conference on Learning Representations (ICLR), 2024 Enyu Zhou Guodong Zheng Binghai Wang Zhiheng Xi Jiajun Sun ... Yurong Mou Rui Zheng Tao Gui Tao Gui Xuanjing Huang ALM 372 42 0 13 Oct 2024
Rethinking Data Selection at Scale: Random Selection is Almost All You Need Tingyu Xia Bowen Yu K. Dang An Yang Yuan Wu Yuan Tian Yi-Ju Chang Junyang Lin ALM 167 13 0 12 Oct 2024
Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Shuhe Wang Guoyin Wang Yucheng Wang Jiwei Li Eduard H. Hovy Chen Guo 287 11 0 10 Oct 2024
Instructional Segment Embedding: Improving LLM Safety with Instruction HierarchyInternational Conference on Learning Representations (ICLR), 2024 Tong Wu Shujian Zhang Kaiqiang Song Silei Xu Sanqiang Zhao Ravi Agrawal Sathish Indurthi Chong Xiang Prateek Mittal Wenxuan Zhou 342 29 0 09 Oct 2024
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Wenhao Wang Xiaoyu Liang Rui Ye Jingyi Chai Siheng Chen Yanfeng Wang SyDa 271 9 0 08 Oct 2024
Stereotype or Personalization? User Identity Biases Chatbot RecommendationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Anjali Kantharuban Jeremiah Milbauer Emma Strubell Emma Strubell Graham Neubig 267 25 0 08 Oct 2024
The Role of Governments in Increasing Interconnected Post-Deployment Monitoring of AI Merlin Stein Jamie Bernardi Connor Dunlop 177 8 0 07 Oct 2024
Need Help? Designing Proactive AI Assistants for ProgrammingInternational Conference on Human Factors in Computing Systems (CHI), 2024 Valerie Chen Alan Zhu Sebastian Zhao Hussein Mozannar David Sontag Ameet Talwalkar 163 31 0 06 Oct 2024
CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text Jun Hirako Ryohei Sasano Koichi Takeda 282 4 0 06 Oct 2024
LASeR: Learning to Adaptively Select Reward Models with Multi-Armed Bandits Duy Nguyen Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 336 5 0 02 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data AugmentationInternational Conference on Human Factors in Computing Systems (CHI), 2024 Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 239 3 0 01 Oct 2024
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Haoran Que Feiyu Duan Liqun He Yutao Mou Wangchunshu Zhou ... Ge Zhang Junran Peng Zhaoxiang Zhang Songyang Zhang Kai Chen LM&MA ELM VLM 207 33 0 24 Sep 2024
Ads that Talk Back: Implications and Perceptions of Injecting Personalized Advertising into LLM Chatbots Brian Tang Kaiwen Sun Noah T. Curran F. Schaub Kang G. Shin SILM 212 3 0 23 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language ParametersNeural Information Processing Systems (NeurIPS), 2024 Ruiqi Zhong Heng Wang Dan Klein Jacob Steinhardt 235 10 0 13 Sep 2024
Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Dialogue Jonathan Ivey Shivani Kumar Jiayu Liu Hua Shen Sushrita Rakshit ... Dustin Wright Abraham Israeli Anders Giovanni Møller Lechen Zhang David Jurgens 213 10 0 12 Sep 2024
WildVis: Open Source Visualizer for Million-Scale Chat Logs in the WildConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yuntian Deng Wenting Zhao Jack Hessel Xiang Ren Claire Cardie Yejin Choi VLM 228 13 0 05 Sep 2024
Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models Bang An Sicheng Zhu Ruiyi Zhang Michael-Andrei Panaitescu-Liess Yuancheng Xu Furong Huang AAML 310 28 0 01 Sep 2024
Acceptable Use Policies for Foundation ModelsAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2024 Kevin Klyman 235 23 0 29 Aug 2024
ConsistencyTrack: A Robust Multi-Object Tracker with a Generation Strategy of Consistency Model Lifan Jiang Zhihui Wang Siqi Yin Guangxiao Ma Peng Zhang Boxi Wu DiffM 275 17 0 28 Aug 2024
Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 John Mendonça Isabel Trancoso A. Lavie ALM 206 13 0 20 Aug 2024
The Future of Open Human FeedbackNature Machine Intelligence (Nat. Mach. Intell.), 2024 Shachar Don-Yehiya Ben Burtenshaw Ramon Fernandez Astudillo Cailean Osborne Mimansa Jaiswal ... Omri Abend Jennifer Ding Sara Hooker Hannah Rose Kirk Leshem Choshen VLM ALM 224 9 0 15 Aug 2024
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community Shachar Don-Yehiya Leshem Choshen Omri Abend 235 4 0 15 Aug 2024
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMsInternational Conference on Learning Representations (ICLR), 2024 Yushi Bai Jiajie Zhang Xin Lv Linzhi Zheng Siqi Zhu Lei Hou Yuxiao Dong Jie Tang Juanzi Li VGen LLMAG ALM 173 91 0 13 Aug 2024
Self-Taught Evaluators Tianlu Wang Ilia Kulikov O. Yu. Golovneva Ping Yu Weizhe Yuan Jane Dwivedi-Yu Richard Yuanzhe Pang Maryam Fazel-Zarandi Jason Weston Xian Li ALM LRM 182 46 0 05 Aug 2024
DynamoLLM: Designing LLM Inference Clusters for Performance and Energy EfficiencyInternational Symposium on High-Performance Computer Architecture (HPCA), 2024 Jovan Stojkovic Chaojie Zhang Íñigo Goiri Josep Torrellas Esha Choukse 201 76 0 01 Aug 2024
WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries Wenting Zhao Tanya Goyal Yu Ying Chiu Liwei Jiang Benjamin Newman ... Khyathi Chandu Ronan Le Bras Claire Cardie Yuntian Deng Yejin Choi HILM 155 19 0 24 Jul 2024

All Papers

WildChat: 1M ChatGPT Interaction Logs in the Wild

Papers citing "WildChat: 1M ChatGPT Interaction Logs in the Wild"