WizardLM: Empowering Large Language Models to Follow Complex Instructions

24 April 2023

Papers citing "WizardLM: Empowering Large Language Models to Follow Complex Instructions"

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Title
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs Leo Micklem Yan-Bin Shen Wenjing Luo Yan Zhang Hao Liang ... Weipeng Chen Bin Cui Blair Thornton Wentao Zhang Zenan Zhou ELM 76 16 0 02 Aug 2024
DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model Nan Xie Yuelin Bai Hengyuan Gao Feiteng Fang Qixuan Zhao Zhijian Li Ziqiang Xue Liang Zhu Shiwen Ni Min Yang ELM AILaw 13 0 0 01 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 60 15 0 01 Aug 2024
Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation Jiaming Shen Ran Xu Yennie Jun Zhen Qin Tianqi Liu Carl Yang Yi Liang Simon Baumgartner Michael Bendersky SyDa 55 4 0 22 Jul 2024
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data Yufan Shen Chuwei Luo Zhaoqing Zhu Yang Chen Qi Zheng Zhi Yu Jiajun Bu Cong Yao 33 2 0 17 Jul 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization Yang Zhao Di Huang Chongxiao Li Pengwei Jin Ziyuan Nan ... Rui Zhang Xingui Hu Yunji Chen Qi Guo Xing Hu 67 22 0 15 Jul 2024
RuleR: Improving LLM Controllability by Rule-based Data Recycling Ming Li Han Chen Chenguang Wang Dang Nguyen Dianqi Li Tianyi Zhou 24 6 0 22 Jun 2024
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models Haiquan Zhao Lingyu Li Shisong Chen Shuqi Kong Jiaan Wang ... Dandan Liang Zhixu Li Yan Teng Yanghua Xiao Yingchun Wang ELM LLMAG 31 3 0 21 Jun 2024
Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models Ziche Liu Rui Ke Feng Jiang Feng Jiang Haizhou Li 61 1 0 20 Jun 2024
Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency Leonidas Gee Milan Gritta Gerasimos Lampouras Ignacio Iacobacci 21 10 0 18 Jun 2024
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Yuming Yang Wantong Zhao Caishuang Huang Junjie Ye Xiao Wang ... Kaixin Huang Yunke Zhang Tao Gui Qi Zhang Xuanjing Huang 34 3 0 17 Jun 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 53 3 0 17 Jun 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning Jiaqi Li Yixuan Tang Yi Yang 29 5 0 14 Jun 2024
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing Zhangchen Xu Fengqing Jiang Luyao Niu Yuntian Deng Radha Poovendran Yejin Choi Bill Yuchen Lin SyDa 27 110 0 12 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 95 29 0 09 Jun 2024
UltraMedical: Building Specialized Generalists in Biomedicine Kaiyan Zhang Sihang Zeng Ermo Hua Ning Ding Zhang-Ren Chen ... Xuekai Zhu Xingtai Lv Hu Jinfang Zhiyuan Liu Bowen Zhou LM&MA 39 19 0 06 Jun 2024
Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 39 3 0 30 May 2024
Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 36 5 0 30 May 2024
Is In-Context Learning Sufficient for Instruction Following in LLMs? Hao Zhao Maksym Andriushchenko Francesco Croce Nicolas Flammarion 64 12 0 30 May 2024
$$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning$ $\textit{Trans-LoRA}$ : towards data-free Transferable Parameter Efficient Finetuning Runqian Wang Soumya Ghosh David D. Cox Diego Antognini Aude Oliva Rogerio Feris Leonid Karlinsky 30 1 0 27 May 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models Chia-Yi Hsu Yu-Lin Tsai Chih-Hsun Lin Pin-Yu Chen Chia-Mu Yu Chun-ying Huang 42 30 0 27 May 2024
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging Xiaobo Liang Haoke Zhang Helan hu Juntao Li Jun Xu Min Zhang ALM 33 2 0 20 May 2024
CinePile: A Long Video Question Answering Dataset and Benchmark Ruchit Rawal Khalid Saifullah Ronen Basri David Jacobs Gowthami Somepalli Tom Goldstein 38 39 0 14 May 2024
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 49 21 0 22 Apr 2024
Stable Code Technical Report Nikhil Pinnaparaju Reshinth Adithyan Duy Phung J. Tow James Baicoianu ... Maksym Zhuravinskyi Dakota Mahan Marco Bellagente Carlos Riquelme Nathan Cooper LRM ALM 18 13 0 01 Apr 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 115 495 0 07 Mar 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 33 25 0 06 Mar 2024
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models Xianzhen Luo Qingfu Zhu Zhiming Zhang Xu Wang Qing Yang Dongliang Xu Wanxiang Che ALM 19 2 0 01 Mar 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 36 4 0 28 Feb 2024
Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge Jinlan Fu Shenzhen Huangfu Hang Yan See-Kiong Ng Xipeng Qiu LRM 33 7 0 22 Feb 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang H. Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 29 33 0 21 Feb 2024
Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues Deuksin Kwon Emily Weiss Tara Kulshrestha Kushal Chawla Gale M. Lucas Jonathan Gratch 46 7 0 21 Feb 2024
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation Zhen Guo Adriana Meza Soria Wei Sun Yikang Shen Rameswar Panda ELM ALM 44 1 0 14 Feb 2024
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference Siyu Ren Kenny Q. Zhu 13 27 0 09 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 63 26 0 25 Jan 2024
Knowledge Fusion of Large Language Models Fanqi Wan Xinting Huang Deng Cai Xiaojun Quan Wei Bi Shuming Shi MoMe 22 61 0 19 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 27 0 0 09 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 25 24 0 03 Jan 2024
Demystifying Instruction Mixing for Fine-tuning Large Language Models Renxi Wang Haonan Li Minghao Wu Yuxia Wang Xudong Han Chiyu Zhang Timothy Baldwin 21 0 0 17 Dec 2023
Rethinking the Instruction Quality: LIFT is What You Need Yang Xu Yongqiang Yao Yufan Huang Mengnan Qi Maoquan Wang Bin Gu Neel Sundaresan ALM 16 32 0 12 Dec 2023
LLM360: Towards Fully Transparent Open-Source LLMs Zhengzhong Liu Aurick Qiao W. Neiswanger Hongyi Wang Bowen Tan ... Zhiting Hu Mark Schulze Preslav Nakov Timothy Baldwin Eric P. Xing 38 68 0 11 Dec 2023
ArthModel: Enhance Arithmetic Skills to Large Language Model Yingdi Guo LRM 24 0 0 30 Nov 2023
Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model Yen-Ting Lin Yun-Nung Chen 17 20 0 29 Nov 2023
TableLlama: Towards Open Large Generalist Models for Tables Tianshu Zhang Xiang Yue Yifei Li Huan Sun LMTD ALM 15 79 0 15 Nov 2023
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models Keming Lu Hongyi Yuan Runji Lin Junyang Lin Zheng Yuan Chang Zhou Jingren Zhou MoE LRM 32 52 0 15 Nov 2023
Rethinking Benchmark and Contamination for Language Models with Rephrased Samples Shuo Yang Wei-Lin Chiang Lianmin Zheng Joseph E. Gonzalez Ion Stoica ALM 17 109 0 08 Nov 2023
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning Yifan Du Hangyu Guo Kun Zhou Wayne Xin Zhao Jinpeng Wang Chuyuan Wang Mingchen Cai Ruihua Song Ji-Rong Wen VLM MLLM LRM 55 22 0 02 Nov 2023
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning Ruihang Lai Junru Shao Siyuan Feng Steven Lyubomirsky Bohan Hou ... Sunghyun Park Prakalp Srivastava Jared Roesch T. Mowry Tianqi Chen 45 9 0 01 Nov 2023
AlpaCare:Instruction-tuned Large Language Models for Medical Application Xinlu Zhang Chenxin Tian Xianjun Yang Lichang Chen Zekun Li Linda R. Petzold LM&MA 22 57 0 23 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 11 10 0 15 Oct 2023