Title
Are Human-generated Demonstrations Necessary for In-context Learning? Rui Li Guoyin Wang Jiwei Li LRM 23 12 0 26 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 41 20 0 23 Sep 2023
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic Xufeng Zhao Mengdi Li Wenhao Lu C. Weber Jae Hee Lee Kun-Mo Chu S. Wermter LRM AI4CE ReLM 22 31 0 23 Sep 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs Justin Chih-Yao Chen Swarnadeep Saha Joey Tianyi Zhou LLMAG LRM 40 124 0 22 Sep 2023
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI Mahyar Abbasian Elahe Khatibi Iman Azimi David Oniani Zahra Shakeri Hossein Abad ... Bryant Lin Olivier Gevaert Li-Jia Li Ramesh C. Jain Amir M. Rahmani LM&MA ELM AI4MH 43 66 0 21 Sep 2023
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models Levon Haroutunian Zhuang Li Lucian Galescu Philip R. Cohen Raj Tumuluri Gholamreza Haffari LRM 31 1 0 21 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 50 341 0 21 Sep 2023
Boolformer: Symbolic Regression of Logic Functions with Transformers Stéphane dÁscoli Samy Bengio Josh Susskind Emmanuel Abbe 19 5 0 21 Sep 2023
Code Soliloquies for Accurate Calculations in Large Language Models Shashank Sonkar Myco Le Xinghe Chen Naiming Liu D. B. Mallick Richard G. Baraniuk SyDa 16 15 0 21 Sep 2023
LPML: LLM-Prompting Markup Language for Mathematical Reasoning Ryutaro Yamauchi Sho Sonoda Akiyoshi Sannai Wataru Kumagai KELM LRM 44 16 0 21 Sep 2023
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning Tianbao Xie Siheng Zhao Chen Henry Wu Yitao Liu Qian Luo Victor Zhong Yanchao Yang Tao Yu LM&Ro 50 48 0 20 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 30 14 0 20 Sep 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 59 11 0 20 Sep 2023
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Tianhua Zhang Jiaxin Ge Hongyin Luo Yung-Sung Chuang Mingye Gao Yuan Gong Xixin Wu Yoon Kim Helen M. Meng James R. Glass LRM ReLM 90 15 0 19 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 133 142 0 19 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Zenan Zhou Zhiying Wu ELM LRM 77 710 0 19 Sep 2023
Stabilizing RLHF through Advantage Model and Selective Rehearsal Baolin Peng Linfeng Song Ye Tian Lifeng Jin Haitao Mi Dong Yu 37 17 0 18 Sep 2023
Can Large Language Models Understand Real-World Complex Instructions? Qi He Jie Zeng Wenhao Huang Lina Chen Jin Xiao ... Shisong Chen Yikai Zhang Zhouhong Gu Jiaqing Liang Yanghua Xiao ALM LRM ELM 98 52 0 17 Sep 2023
Contrastive Decoding Improves Reasoning in Large Language Models Sean O'Brien Mike Lewis SyDa LRM ReLM 32 32 0 17 Sep 2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning Rajasekhar Reddy Mekala Yasaman Razeghi Sameer Singh LRM 36 10 0 16 Sep 2023
Investigating Answerability of LLMs for Long-Form Question Answering Meghana Moorthy Bhat Rui Meng Ye Liu Yingbo Zhou Semih Yavuz 21 10 0 15 Sep 2023
Pretraining on the Test Set Is All You Need Rylan Schaeffer 18 28 0 13 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL Hao Sun Alihan Huyuk M. Schaar OffRL LRM 23 28 0 13 Sep 2023
Re-Reading Improves Reasoning in Large Language Models Xiaohan Xu Chongyang Tao Tao Shen Can Xu Hongbo Xu Guodong Long Jian-Guang Lou ReLM LRM KELM 37 22 0 12 Sep 2023
Large Language Models for Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Mostafa Elhoushi Youwei Liang ... Jonas Gehring Fabian Gloeckle Kim M. Hazelwood Gabriel Synnaeve Hugh Leather 26 48 0 11 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 70 368 0 11 Sep 2023
Textbooks Are All You Need II: phi-1.5 technical report Yuan-Fang Li Sébastien Bubeck Ronen Eldan Allison Del Giorno Suriya Gunasekar Yin Tat Lee ALM LRM 54 445 0 11 Sep 2023
LLMCad: Fast and Scalable On-device Large Language Model Inference Daliang Xu Wangsong Yin Xin Jin Wenjie Qu Shiyun Wei Mengwei Xu Xuanzhe Liu 25 44 0 08 Sep 2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Yung-Sung Chuang Yujia Xie Hongyin Luo Yoon Kim James R. Glass Pengcheng He HILM 35 150 0 07 Sep 2023
Exploring an LM to generate Prolog Predicates from Mathematics Questions Xiaocheng Yang Yik-Cheung Tam ReLM LRM 16 0 0 07 Sep 2023
Large Language Models as Optimizers Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 43 379 0 07 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 39 53 0 06 Sep 2023
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models Guijin Son Hanwool Albert Lee Suwan Kim Huiseo Kim Jaecheol Lee Je Won Yeom Jihyu Jung Jung Woo Kim Songseong Kim RALM ELM 34 20 0 06 Sep 2023
AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models Fei Tang Wanling Gao Luzhou Peng Jianfeng Zhan ELM 22 2 0 05 Sep 2023
Making Large Language Models Better Reasoners with Alignment Peiyi Wang Lei Li Liang Chen Feifan Song Binghuai Lin Yunbo Cao Tianyu Liu Zhifang Sui ALM LRM 41 65 0 05 Sep 2023
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models Lingyue Fu Huacan Chai Shuang Luo Kounianhua Du Weiming Zhang ... Jingkuan Wang Siyuan Qi Kangning Zhang Weinan Zhang Yong Yu ELM 26 9 0 05 Sep 2023
Are Emergent Abilities in Large Language Models just In-Context Learning? Sheng Lu Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Iryna Gurevych LRM ELM ReLM 57 93 0 04 Sep 2023
MathAttack: Attacking Large Language Models Towards Math Solving Ability Zihao Zhou Qiufeng Wang Mingyu Jin Jie Yao Jianan Ye Wei Liu Wei Wang Xiaowei Huang Kaizhu Huang AAML 32 26 0 04 Sep 2023
Efficient RLHF: Reducing the Memory Usage of PPO Michael Santacroce Yadong Lu Han Yu Yuan-Fang Li Yelong Shen 35 27 0 01 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function Haotian Xu LRM 38 12 0 01 Sep 2023
BatchPrompt: Accomplish more with less Jianzhe Lin Maurice Diesendruck Liang Du Robin Abraham LRM 29 9 0 01 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 27 113 0 01 Sep 2023
SortedNet: A Scalable and Generalized Framework for Training Modular Deep Neural Networks Mojtaba Valipour Mehdi Rezagholizadeh Hossein Rajabzadeh Parsa Kavehzadeh Marzieh S. Tahaei Boxing Chen Ali Ghodsi 17 1 0 01 Sep 2023
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness Jiuhai Chen Jonas W. Mueller 46 56 0 30 Aug 2023
AskIt: Unified Programming Interface for Programming with Large Language Models Katsumi Okuda Saman P. Amarasinghe ELM 14 2 0 29 Aug 2023
When Do Program-of-Thoughts Work for Reasoning? Zhen Bi Ningyu Zhang Yinuo Jiang Shumin Deng Guozhou Zheng Huajun Chen LRM 38 20 0 29 Aug 2023
AutoDroid: LLM-powered Task Automation in Android Hao Wen Yuanchun Li Guohong Liu Shanhui Zhao Tao Yu Toby Jia-Jun Li Shiqi Jiang Yunhao Liu Yaqin Zhang Yunxin Liu 58 82 0 29 Aug 2023
Large Language Models on the Chessboard: A Study on ChatGPT's Formal Language Comprehension and Complex Reasoning Skills Mu-Tien Kuo Chih-Chung Hsueh Richard Tzong-Han Tsai ELM ReLM LRM 21 6 0 29 Aug 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 38 4 0 27 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,911 0 24 Aug 2023