Instruction-following Evaluation through Verbalizer Manipulation

20 July 2023

Xiang Ren

Papers citing "Instruction-following Evaluation through Verbalizer Manipulation"

29 / 29 papers shown

Title
Spoken Language Understanding on Unseen Tasks With In-Context Learning Neeraj Agrawal Sriram Ganapathy 11 0 0 12 May 2025
LLMs Get Lost In Multi-Turn Conversation Philippe Laban Hiroaki Hayashi Yingbo Zhou Jennifer Neville 34 0 0 09 May 2025
Smaller Large Language Models Can Do Moral Self-Correction Guangliang Liu Zhiyu Xue Rongrong Wang K. Johnson Kristen Marie Johnson LRM 23 0 0 30 Oct 2024
Evaluating the Instruction-following Abilities of Language Models using Knowledge Tasks Rudra Murthy Prince Kumar Praveen Venkateswaran Danish Contractor KELM ALM ELM 26 1 0 16 Oct 2024
RNR: Teaching Large Language Models to Follow Roles and Rules Kuan-Chieh Jackson Wang Alexander Bukharin Haoming Jiang Qingyu Yin Zhengyang Wang ... Chao Zhang Bing Yin Xian Li Jianshu Chen Shiyang Li ALM 26 1 0 10 Sep 2024
SysBench: Can Large Language Models Follow System Messages? Yanzhao Qin Tao Zhang Tao Zhang Yanjun Shen Wenjing Luo ... Yujing Qiao Weipeng Chen Zenan Zhou Wentao Zhang Bin Cui ALM 70 7 0 20 Aug 2024
On LLM Wizards: Identifying Large Language Models' Behaviors for Wizard of Oz Experiments Jingchao Fang Nikos Aréchiga Keiichi Namaoshi N. Bravo Candice L Hogan David A. Shamma 30 3 0 10 Jul 2024
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges Aman Singh Thakur Kartik Choudhary Venkat Srinik Ramayapally Sankaran Vaidyanathan Dieuwke Hupkes ELM ALM 45 55 0 18 Jun 2024
On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept Guangliang Liu Haitao Mao Bochuan Cao Zhiyu Xue K. Johnson Jiliang Tang Rongrong Wang LRM 32 9 0 04 Jun 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models Qi He Jie Zeng Qianxi He Jiaqing Liang Yanghua Xiao 32 9 0 24 Apr 2024
Fine-Tuning Language Models with Reward Learning on Policy Hao Lang Fei Huang Yongbin Li ALM 32 5 0 28 Mar 2024
MLDT: Multi-Level Decomposition for Complex Long-Horizon Robotic Task Planning with Open-Source Large Language Model Yike Wu Jiatao Zhang Nan Hu LanLing Tang Guilin Qi Jun Shao Jie Ren Wei Song 57 10 0 27 Mar 2024
Improving the Robustness of Large Language Models via Consistency Alignment Zhao Yukun Lingyong Yan Weiwei Sun Guoliang Xing Shuaiqiang Wang Meng Chong Zhicong Cheng Zhaochun Ren Yin Dawei 33 18 0 21 Mar 2024
RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models Jianhao Yan Yun Luo Yue Zhang ALM LRM 33 6 0 21 Feb 2024
Measuring and Controlling Instruction (In)Stability in Language Model Dialogs Kenneth Li Tianle Liu Naomi Bashkansky David Bau Fernanda Viégas Hanspeter Pfister Martin Wattenberg 16 6 0 13 Feb 2024
InFoBench: Evaluating Instruction Following Ability in Large Language Models Yiwei Qin Kaiqiang Song Yebowen Hu Wenlin Yao Sangwoo Cho Xiaoyang Wang Xuansheng Wu Fei Liu Pengfei Liu Dong Yu ELM 18 35 0 07 Jan 2024
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Taehyeon Kim Joonkee Kim Gihun Lee Se-Young Yun 22 11 0 01 Nov 2023
Evaluating Large Language Models at Evaluating Instruction Following Zhiyuan Zeng Jiatong Yu Tianyu Gao Yu Meng Tanya Goyal Danqi Chen ELM ALM 28 166 0 11 Oct 2023
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning Tianci Xue Ziqi Wang Yixia Li Yun-Nung Chen Guanhua Chen 18 2 0 02 Oct 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Mingwei Liu Xin Peng Yiling Lou ALM ELM LRM 17 72 0 02 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 236 2,232 0 22 Mar 2023
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang Seonghyeon Ye Minjoon Seo ELM LRM 87 64 0 26 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 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
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
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
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
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018