Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?

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Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?

16 October 2024

Hui Liu

Qi He

Suhang Wang

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Papers citing "Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions?"

11 / 11 papers shown

Title
RuleR: Improving LLM Controllability by Rule-based Data Recycling Ming Li Han Chen Chenguang Wang Dang Nguyen Dianqi Li Dinesh Manocha 114 10 0 22 Jun 2024
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators Yann Dubois Balázs Galambosi Percy Liang Tatsunori Hashimoto ALM 122 400 0 06 Apr 2024
Evaluating LLMs at Detecting Errors in LLM Responses Ryo Kamoi Sarkar Snigdha Sarathi Das Renze Lou Jihyun Janice Ahn Yilun Zhao ... Salika Dave Shaobo Qin Arman Cohan Wenpeng Yin Rui Zhang 72 25 0 04 Apr 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification Fei Wang Chao Shang Sarthak Jain Shuai Wang Qiang Ning Bonan Min Vittorio Castelli Yassine Benajiba Dan Roth ALM 53 8 0 10 Mar 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions Yihan Chen Benfeng Xu Quan Wang Yi Liu Zhendong Mao ALM ELM 83 29 0 01 Jan 2024
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models Yuxin Jiang Yufei Wang Xingshan Zeng Wanjun Zhong Liangyou Li Fei Mi Lifeng Shang Xin Jiang Qun Liu Wei Wang ALM 79 32 0 31 Oct 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 76 394 0 19 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 436 2,955 0 06 Oct 2022
Self-critiquing models for assisting human evaluators William Saunders Catherine Yeh Jeff Wu Steven Bills Ouyang Long Jonathan Ward Jan Leike ALM ELM 107 305 0 12 Jun 2022
TimeLMs: Diachronic Language Models from Twitter Daniel Loureiro Francesco Barbieri Leonardo Neves Luis Espinosa Anke Jose Camacho-Collados 108 262 0 08 Feb 2022
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 169 842 0 01 Nov 2019