OpenChat: Advancing Open-source Language Models with Mixed-Quality Data

20 September 2023

Yang Liu

Papers citing "OpenChat: Advancing Open-source Language Models with Mixed-Quality Data"

50 / 170 papers shown

Title
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Rifki Afina Putri Emmanuel Dave ... Bryan Wilie Genta Indra Winata Alham Fikri Aji Ayu Purwarianti Pascale Fung 55 15 0 09 Apr 2024
PhyloLM : Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks Nicolas Yax Pierre-Yves Oudeyer Stefano Palminteri 59 5 0 06 Apr 2024
Large language models as oracles for instantiating ontologies with domain-specific knowledge Giovanni Ciatto Andrea Agiollo Matteo Magnini Andrea Omicini 37 7 0 05 Apr 2024
Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models Haoran Sun Lixin Liu Junjie Li Fengyu Wang Baohua Dong Ran Lin Ruohui Huang 27 14 0 03 Apr 2024
Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT Amirhossein Abaskohi Sara Baruni Mostafa Masoudi Nesa Abbasi Mohammad Hadi Babalou ... Samin Mahdizadeh Sani Nikoo Naghavian Danial Namazifard Pouya Sadeghi Yadollah Yaghoobzadeh LRM 32 4 0 03 Apr 2024
Advancing LLM Reasoning Generalists with Preference Trees Lifan Yuan Ganqu Cui Hanbin Wang Ning Ding Xingyao Wang ... Zhenghao Liu Bowen Zhou Hao Peng Zhiyuan Liu Maosong Sun LRM 39 98 0 02 Apr 2024
Extensive Self-Contrast Enables Feedback-Free Language Model Alignment Xiao Liu Xixuan Song Yuxiao Dong Jie Tang SyDa 28 5 0 31 Mar 2024
CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks Yiqing Xie Alex Xie Divyanshu Sheth Pengfei Liu Daniel Fried Carolyn Rose 43 8 0 31 Mar 2024
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM Chun Xia Yinlin Deng Lingming Zhang ALM ELM 41 27 0 28 Mar 2024
Optimization-based Prompt Injection Attack to LLM-as-a-Judge Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong AAML 45 39 0 26 Mar 2024
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases Wenhao Huang Qi He Zhixu Li Jiaqing Liang Yanghua Xiao 26 2 0 25 Mar 2024
ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy Zonghan Yang Peng Li Ming Yan Ji Zhang Fei Huang Yang Liu LLMAG LRM 49 8 0 21 Mar 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 40 383 0 20 Mar 2024
HDLdebugger: Streamlining HDL debugging with Large Language Models Xufeng Yao Haoyang Li T. H. Chan Wenyi Xiao Mingxuan Yuan Yu Huang Lei Chen Bei Yu 16 19 0 18 Mar 2024
CURATRON: Complete Robust Preference Data for Robust Alignment of Large Language Models S. Nguyen Uma-Naresh Niranjan Theja Tulabandhula 36 0 0 05 Mar 2024
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection Federico Borra Claudio Savelli Giacomo Rosso Alkis Koudounas F. Giobergia HILM 34 3 0 01 Mar 2024
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability Congying Xia Chen Xing Jiangshu Du Xinyi Yang Yihao Feng Ran Xu Wenpeng Yin Caiming Xiong ALM 30 41 0 28 Feb 2024
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning Jianxiong Li Jinliang Zheng Yinan Zheng Liyuan Mao Xiaoming Hu ... Jihao Liu Yu Liu Jingjing Liu Ya-Qin Zhang Xianyuan Zhan LM&Ro OffRL 37 8 0 28 Feb 2024
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models Xiaolong Wang Yile Wang Yuan Zhang Fuwen Luo Peng Li Maosong Sun Yang Liu LRM 32 0 0 27 Feb 2024
ChatMusician: Understanding and Generating Music Intrinsically with LLM Ti-Fen Pan Hanfeng Lin Yi Wang Zeyue Tian Shangda Wu ... Gus Xia Roger Dannenberg Wei Xue Shiyin Kang Yike Guo 101 35 0 25 Feb 2024
Knowledge Fusion of Chat LLMs: A Preliminary Technical Report Fanqi Wan Ziyi Yang Longguang Zhong Xiaojun Quan Xinting Huang Wei Bi MoMe 27 1 0 25 Feb 2024
Citation-Enhanced Generation for LLM-based Chatbots Weitao Li Junkai Li Weizhi Ma Yang Liu 60 17 0 25 Feb 2024
DEEM: Dynamic Experienced Expert Modeling for Stance Detection Xiaolong Wang Yile Wang Sijie Cheng Peng Li Yang Liu 31 5 0 23 Feb 2024
Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refinement Heegyu Kim Sehyun Yuk Hyunsouk Cho AAML 36 16 0 23 Feb 2024
Unintended Impacts of LLM Alignment on Global Representation Michael Joseph Ryan William B. Held Diyi Yang 42 40 0 22 Feb 2024
Do LLMs Implicitly Determine the Suitable Text Difficulty for Users? Seiji Gobara Hidetaka Kamigaito Taro Watanabe 32 4 0 22 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 44 101 0 20 Feb 2024
Generative AI Security: Challenges and Countermeasures Banghua Zhu Norman Mu Jiantao Jiao David A. Wagner AAML SILM 61 8 0 20 Feb 2024
Reformatted Alignment Run-Ze Fan Xuefeng Li Haoyang Zou Junlong Li Shwai He Ethan Chern Jiewen Hu Pengfei Liu 62 8 0 19 Feb 2024
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages Yuan Zhang Yile Wang Zijun Liu Shuo Wang Xiaolong Wang Peng Li Maosong Sun Yang Liu LRM 29 11 0 19 Feb 2024
ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models Guiming Hardy Chen Shunian Chen Ruifei Zhang Junying Chen Xiangbo Wu Zhiyi Zhang Zhihong Chen Jianquan Li Xiang Wan Benyou Wang VLM SyDa 33 129 0 18 Feb 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? Guijin Son Sangwon Baek Sangdae Nam Ilgyun Jeong Seungone Kim ELM LRM 32 14 0 18 Feb 2024
Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs Arian Askari Roxana Petcu Chuan Meng Mohammad Aliannejadi Amin Abolghasemi Evangelos Kanoulas Suzan Verberne 21 9 0 18 Feb 2024
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models Pengcheng Jiang Jiacheng Lin Zifeng Wang Jimeng Sun Jiawei Han 28 3 0 16 Feb 2024
Enhancing Role-playing Systems through Aggressive Queries: Evaluation and Improvement Yihong Tang Jiao Ou Che Liu Fuzheng Zhang Di Zhang Kun Gai 44 4 0 16 Feb 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning Ming Li Lichang Chen Jiuhai Chen Shwai He Jiuxiang Gu Dinesh Manocha 26 51 0 15 Feb 2024
Exploring the Adversarial Capabilities of Large Language Models Lukas Struppek Minh Hieu Le Dominik Hintersdorf Kristian Kersting ELM AAML 11 4 0 14 Feb 2024
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation Yikai Zhang Siyu Yuan Caiyu Hu Kyle Richardson Yanghua Xiao Jiangjie Chen AI4CE LLMAG 32 13 0 08 Feb 2024
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal Mantas Mazeika Long Phan Xuwang Yin Andy Zou Zifan Wang ... Nathaniel Li Steven Basart Bo Li David A. Forsyth Dan Hendrycks AAML 21 313 0 06 Feb 2024
LLM Agents can Autonomously Hack Websites Richard Fang R. Bindu Akul Gupta Qiusi Zhan Daniel Kang LLMAG 24 49 0 06 Feb 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach Sergi Blanco-Cuaresma 34 1 0 05 Feb 2024
On Prompt-Driven Safeguarding for Large Language Models Chujie Zheng Fan Yin Hao Zhou Fandong Meng Jie Zhou Kai-Wei Chang Minlie Huang Nanyun Peng AAML 46 47 0 31 Jan 2024
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models Bin Lin Zhenyu Tang Yang Ye Jiaxi Cui Bin Zhu ... Jinfa Huang Junwu Zhang Yatian Pang Munan Ning Li-ming Yuan VLM MLLM MoE 37 153 0 29 Jan 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 34 0 0 28 Jan 2024
Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment Keming Lu Bowen Yu Chang Zhou Jingren Zhou 48 56 0 23 Jan 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models Yile Wang Sijie Cheng Zixin Sun Peng Li Yang Liu ReLM LRM 32 4 0 22 Jan 2024
Knowledge Verification to Nip Hallucination in the Bud Fanqi Wan Xinting Huang Leyang Cui Xiaojun Quan Wei Bi Shuming Shi HILM 14 4 0 19 Jan 2024
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models Songbo Hu Xiaobin Wang Moy Yuan Anna Korhonen Ivan Vulić 32 3 0 04 Jan 2024
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception Yuncheng Huang Qi He Jiaqing Liang Sihang Jiang Yanghua Xiao Yunwen Chen LRM 62 2 0 29 Dec 2023
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu ... Yicheng Luo Jianye Hao Kun Shao Haitham Bou-Ammar Jun Wang 30 19 0 22 Dec 2023