v1v2 (latest)

Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions

17 October 2024

Papers citing "Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions"

39 / 39 papers shown

Title
The Curious Language Model: Strategic Test-Time Information Acquisition Michael Cooper Rohan Wadhawan John Michael Giorgi Chenhao Tan Davis Liang 31 0 0 10 Jun 2025
Disambiguation in Conversational Question Answering in the Era of LLM: A Survey Md Mehrab Tanjim Yeonjun In Xiang Chen Victor S. Bursztyn Ryan Rossi ... Guang-Jie Ren Vaishnavi Muppala Shun Jiang Yongsung Kim Chanyoung Park 126 0 0 18 May 2025
From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs Guocong Li Weize Liu Yihang Wu Ping Wang Shuaihan Huang Hongxia Xu Jian Wu KELM HILM 117 0 0 15 Apr 2025
Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries Chaitanya Malaviya Joseph Chee Chang Dan Roth Mohit Iyyer Mark Yatskar Kyle Lo ELM 99 0 0 11 Nov 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild Wenting Zhao Xiang Ren Jack Hessel Claire Cardie Yejin Choi Yuntian Deng 103 233 0 02 May 2024
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name Yoonsang Lee Xi Ye Eunsol Choi 79 14 0 18 Apr 2024
STaR-GATE: Teaching Language Models to Ask Clarifying Questions Chinmaya Andukuri Jan-Philipp Fränken Tobias Gerstenberg Noah D. Goodman SyDa LRM 102 44 0 28 Mar 2024
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL Yifei Zhou Andrea Zanette Jiayi Pan Sergey Levine Aviral Kumar 144 79 0 29 Feb 2024
Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty Kaitlyn Zhou Jena D. Hwang Xiang Ren Maarten Sap 88 68 0 12 Jan 2024
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs Michael J.Q. Zhang Eunsol Choi 86 38 0 16 Nov 2023
Zero-Shot Goal-Directed Dialogue via RL on Imagined Conversations Joey Hong Sergey Levine Anca Dragan OffRL LLMAG 93 29 0 09 Nov 2023
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents Yang Deng Wenxuan Zhang Wai Lam See-Kiong Ng Tat-Seng Chua LM&Ro LLMAG 140 43 0 01 Nov 2023
Eliciting Human Preferences with Language Models Belinda Z. Li Alex Tamkin Noah D. Goodman Jacob Andreas RALM 88 51 0 17 Oct 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 498 12,128 0 18 Jul 2023
NLPositionality: Characterizing Design Biases of Datasets and Models Sebastin Santy Jenny T Liang Ronan Le Bras Katharina Reinecke Maarten Sap 116 82 0 02 Jun 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 403 4,184 0 29 May 2023
Selectively Answering Ambiguous Questions Jeremy R. Cole Michael J.Q. Zhang D. Gillick Julian Martin Eisenschlos Bhuwan Dhingra Jacob Eisenstein UQLM 121 31 0 24 May 2023
QLoRA: Efficient Finetuning of Quantized LLMs Tim Dettmers Artidoro Pagnoni Ari Holtzman Luke Zettlemoyer ALM 163 2,641 0 23 May 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration Yang Deng Lizi Liao Liang Chen Hongru Wang Wenqiang Lei Tat-Seng Chua 141 88 0 23 May 2023
When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks Eve Fleisig Rediet Abebe Dan Klein 135 49 0 11 May 2023
We're Afraid Language Models Aren't Modeling Ambiguity Alisa Liu Zhaofeng Wu Julian Michael Alane Suhr Peter West Alexander Koller Swabha Swayamdipta Noah A. Smith Yejin Choi 142 105 0 27 Apr 2023
OpenAssistant Conversations -- Democratizing Large Language Model Alignment Andreas Kopf Yannic Kilcher Dimitri von Rutte Sotiris Anagnostidis Zhi Rui Tam ... Arnav Dantuluri Andrew Maguire Christoph Schuhmann Huu Nguyen A. Mattick ALM LM&MA 151 640 0 14 Apr 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 1.6K 14,832 0 15 Mar 2023
AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference Yuewei Yuan Chaitanya Malaviya Mark Yatskar 69 11 0 01 Feb 2023
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations Valentina Pyatkin Jena D. Hwang Vivek Srikumar Ximing Lu Liwei Jiang Yejin Choi Chandra Bhagavatula 107 37 0 20 Dec 2022
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models Lorenz Kuhn Y. Gal Sebastian Farquhar 87 41 0 15 Dec 2022
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Tim Dettmers M. Lewis Younes Belkada Luke Zettlemoyer MQ 147 666 0 15 Aug 2022
Language Models (Mostly) Know What They Know Saurav Kadavath Tom Conerly Amanda Askell T. Henighan Dawn Drain ... Nicholas Joseph Benjamin Mann Sam McCandlish C. Olah Jared Kaplan ELM 145 835 0 11 Jul 2022
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen ... Jack Clark Sam McCandlish C. Olah Benjamin Mann Jared Kaplan 262 2,630 0 12 Apr 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 199 1,013 1 10 Mar 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 927 13,266 0 04 Mar 2022
When Does Translation Require Context? A Data-driven, Multilingual Exploration Patrick Fernandes Kayo Yin Emmy Liu André F. T. Martins Graham Neubig 54 36 0 15 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 87 154 0 13 Sep 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 630 10,631 0 17 Jun 2021
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? Yixin Nie Xiang Zhou Joey Tianyi Zhou 106 138 0 07 Oct 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 131 319 0 22 Apr 2020
Interactive Classification by Asking Informative Questions L. Yu Howard Chen Sida Wang Tao Lei Yoav Artzi 88 24 0 09 Nov 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 121 1,018 0 01 Jun 2019
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 123 2,020 0 31 Mar 2017