Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

7 November 2023

Quanquan Gu

Papers citing "Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves"

50 / 66 papers shown

Title
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 38 0 0 21 Apr 2025
Question Tokens Deserve More Attention: Enhancing Large Language Models without Training through Step-by-Step Reading and Question Attention Recalibration Feijiang Han Licheng Guo Hengtao Cui Zhiyuan Lyu LRM 29 0 0 13 Apr 2025
Entropy-Based Adaptive Weighting for Self-Training Xiaoxuan Wang Yihe Deng Mingyu Derek Ma Wei Wang LRM 45 0 0 31 Mar 2025
Evaluating how LLM annotations represent diverse views on contentious topics Megan A. Brown Shubham Atreja Libby Hemphill Patrick Y. Wu 46 0 0 29 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 57 2 0 24 Mar 2025
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers Rin Ashizawa Yoichi Hirose Nozomu Yoshinari Kento Uchida Shinichi Shirakawa 59 0 0 03 Mar 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning Xinghao Chen Zhijing Sun Wenjin Guo Miaoran Zhang Yanjun Chen ... Hui Su Yijie Pan Dietrich Klakow Wenjie Li Xiaoyu Shen LRM 51 4 0 25 Feb 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 64 1 0 14 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 63 5 0 07 Feb 2025
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback Joshua Park Yongfeng Zhang LLMAG LM&Ro 90 1 0 23 Jan 2025
Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Joonwon Jang Jaehee Kim Wonbin Kweon Hwanjo Yu LRM 31 1 0 03 Jan 2025
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning tasks Gregory Kang Ruey Lau Wenyang Hu Diwen Liu Jizhuo Chen S. Ng Bryan Kian Hsiang Low LRM AI4CE 68 7 0 12 Dec 2024
Smoothie: Label Free Language Model Routing Neel Guha Mayee F. Chen Trevor Chow Ishan S. Khare Christopher Ré 71 3 0 06 Dec 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Y. X. Zhu Zhicheng Dou Jian-Yun Nie KELM 32 3 0 21 Oct 2024
SPRIG: Improving Large Language Model Performance by System Prompt Optimization Lechen Zhang Tolga Ergen Lajanugen Logeswaran Moontae Lee David Jurgens LRM 37 7 0 18 Oct 2024
Thinking LLMs: General Instruction Following with Thought Generation Tianhao Wu Janice Lan Weizhe Yuan Jiantao Jiao Jason Weston Sainbayar Sukhbaatar LRM 16 15 0 14 Oct 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints Thomas Palmeira Ferraz Kartik Mehta Yu-Hsiang Lin Haw-Shiuan Chang Shereen Oraby Sijia Liu Vivek Subramanian Tagyoung Chung Mohit Bansal Nanyun Peng 48 7 0 09 Oct 2024
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search Murong Yue Wenlin Yao Haitao Mi Dian Yu Ziyu Yao Dong Yu LRM 28 4 0 04 Oct 2024
Archon: An Architecture Search Framework for Inference-Time Techniques Jon Saad-Falcon Adrian Gamarra Lafuente Shlok Natarajan Nahum Maru Hristo Todorov ... E. Kelly Buchanan Mayee Chen Neel Guha Christopher Ré Azalia Mirhoseini AI4CE 29 19 0 23 Sep 2024
DiPT: Enhancing LLM reasoning through diversified perspective-taking H. Just Mahavir Dabas Lifu Huang Ming Jin Ruoxi Jia LRM 32 1 0 10 Sep 2024
End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting Leijie Wang Kathryn Yurechko Pranati Dani Quan Ze Chen Amy X. Zhang 40 1 0 05 Sep 2024
TinyAgent: Function Calling at the Edge Lutfi Eren Erdogan Nicholas Lee Siddharth Jha Sehoon Kim Ryan Tabrizi Suhong Moon Coleman Hooper Gopala Anumanchipalli Kurt Keutzer Amir Gholami LLMAG 39 10 0 01 Sep 2024
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting Emmanuel Aboah Boateng Cassiano O. Becker Nabiha Asghar Kabir Walia Ashwin Srinivasan Ehi Nosakhare Victor Dibia Soundar Srinivasan LRM 31 0 0 18 Aug 2024
Crafting the Path: Robust Query Rewriting for Information Retrieval Ingeol Baek Jimin Lee Joonho Yang Hwanhee Lee 30 3 0 17 Jul 2024
Distilling System 2 into System 1 Ping Yu Jing Xu Jason Weston Ilia Kulikov OffRL LRM 38 55 0 08 Jul 2024
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models Fangzhi Xu Qiushi Sun Kanzhi Cheng J. Liu Yu Qiao Zhiyong Wu LLMAG 29 5 0 17 Jun 2024
Merging Improves Self-Critique Against Jailbreak Attacks Victor Gallego AAML MoMe 34 3 0 11 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 35 7 0 06 Jun 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension Yihe Deng Pan Lu Fan Yin Ziniu Hu Sheng Shen James Y. Zou Kai-Wei Chang Wei Wang SyDa VLM LRM 31 36 0 30 May 2024
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu Jaskirat Singh Gaowen Liu Ali Payani Liang Zheng LLMAG 71 4 0 30 May 2024
Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries Adam Yang Chen Chen Konstantinos Pitas 18 7 0 22 May 2024
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models Tong Zhang Peixin Qin Yang Deng Chen Huang Wenqiang Lei Junhong Liu Dingnan Jin Hongru Liang Tat-Seng Chua 25 7 0 20 May 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 57 78 0 13 May 2024
QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond Tomoki Fukuma Koki Noda Toshihide Ubukata Kousuke Hoso Yoshiharu Ichikawa Kyosuke Kambe Yu Masubuchi F. Toriumi 14 0 0 29 Apr 2024
When Emotional Stimuli meet Prompt Designing: An Auto-Prompt Graphical Paradigm Chenggian Ma Xiangyu Zhao Chunhui Zhang Yanzhao Qin Wentao Zhang LLMAG 27 0 0 16 Apr 2024
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM Chun Xia Yinlin Deng Lingming Zhang ALM ELM 30 25 0 28 Mar 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement Nicholas Lee Thanakul Wattanawong Sehoon Kim K. Mangalam Sheng Shen Gopala Anumanchipalli Michael W. Mahoney Kurt Keutzer A. Gholami 58 46 0 22 Mar 2024
Content Knowledge Identification with Multi-Agent Large Language Models (LLMs) Kaiqi Yang Yucheng Chu Taylor Darwin Ahreum Han Hang Li Hongzhi Wen Yasemin Copur-Gencturk Jiliang Tang Hui Liu 27 12 0 22 Mar 2024
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark Zhikun Xu Yinghui Li Ruixue Ding Xinyu Wang Boli Chen Yong-jia Jiang Hai-Tao Zheng Wenlian Lu Pengjun Xie Fei Huang 36 11 0 29 Feb 2024
Approaching Human-Level Forecasting with Language Models Danny Halawi Fred Zhang Chen Yueh-Han Jacob Steinhardt 42 29 0 28 Feb 2024
Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses Juyeon Kim Jeongeun Lee Yoonho Chang Chanyeol Choi Junseong Kim Jy-yong Sohn KELM LRM 41 2 0 27 Feb 2024
How Do Humans Write Code? Large Models Do It the Same Way Too Long Li Xuzheng He LRM 30 0 0 24 Feb 2024
Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs Aaditya K. Singh DJ Strouse 25 45 0 22 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Jundong Li Lu Cheng Huan Liu SyDa 42 44 0 21 Feb 2024
Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models Kaiwen Wei Jingyuan Zhang Hongzhi Zhang Fuzheng Zhang Di Zhang Li Jin Yue Yu 22 0 0 20 Feb 2024
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models Loka Li Zhenhao Chen Guan-Hong Chen Yixuan Zhang Yusheng Su Eric P. Xing Kun Zhang LRM 36 15 0 19 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 16 1 0 16 Feb 2024
Refined Direct Preference Optimization with Synthetic Data for Behavioral Alignment of LLMs Víctor Gallego SyDa 25 6 0 12 Feb 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu Chumin Liu Xidong Feng Yilun Zhao See-Kiong Ng A. Luu Junxian He Pang Wei Koh Bryan Hooi LRM 48 10 0 05 Feb 2024
Intent-based Prompt Calibration: Enhancing prompt optimization with synthetic boundary cases Elad Levi Eli Brosh Matan Friedmann 22 7 0 05 Feb 2024