Title
Multi-Reference Preference Optimization for Large Language Models Hung Le Quan Tran D. Nguyen Kien Do Saloni Mittal Kelechi Ogueji Svetha Venkatesh 91 1 0 26 May 2024
MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time Jikun Kang Xin Zhe Li Xi Chen Amirreza Kazemi Qianyi Sun ... Xu He Quan He Feng Wen Jianye Hao Jun Yao LRM ReLM 85 22 0 25 May 2024
GECKO: Generative Language Model for English, Code and Korean Sungwoo Oh Donggyu Kim VLM 82 0 0 24 May 2024
Lessons from the Trenches on Reproducible Evaluation of Language Models Stella Biderman Hailey Schoelkopf Lintang Sutawika Leo Gao J. Tow ... Xiangru Tang Kevin A. Wang Genta Indra Winata Franccois Yvon Andy Zou ELM ALM 203 63 3 23 May 2024
Proving Theorems Recursively Haiming Wang Huajian Xin Zhengying Liu Wenda Li Yinya Huang ... Zhicheng YANG Jing Tang Jian Yin Zhenguo Li Xiaodan Liang LRM 97 16 0 23 May 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models Kun Zhou Beichen Zhang Jiapeng Wang Zhipeng Chen Wayne Xin Zhao Jing Sha Zhichao Sheng Shijin Wang Ji-Rong Wen SyDa LRM 115 34 0 23 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 197 14 0 23 May 2024
Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization Yihao Huang Chong Wang Xiaojun Jia Qing Guo Felix Juefei Xu Jian Zhang G. Pu Yang Liu 111 9 0 23 May 2024
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning Shuo Yin Weihao You Zhilong Ji Guoqiang Zhong Jinfeng Bai LRM SyDa 90 11 0 13 May 2024
MacBehaviour: An R package for behavioural experimentation on large language models Xufeng Duan Shixuan Li Zhenguang G. Cai MLLM 111 2 0 13 May 2024
MathDivide: Improved mathematical reasoning by large language models S. Srivastava Ashutosh Gandhi LRM ReLM 58 0 0 12 May 2024
Granite Code Models: A Family of Open Foundation Models for Code Intelligence Mayank Mishra Matt Stallone Gaoyuan Zhang Songlin Yang Aditya Prasad ... Amith Singhee Nirmit Desai David D. Cox Ruchir Puri Yikang Shen AI4TS 132 74 0 07 May 2024
AlphaMath Almost Zero: process Supervision without process Guoxin Chen Minpeng Liao Chengxi Li Kai Fan AIMat LRM 88 113 0 06 May 2024
MAmmoTH2: Scaling Instructions from the Web Xiang Yue Tuney Zheng Ge Zhang Wenhu Chen ALM LRM 106 101 0 06 May 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions Jordan Meadows Tamsin James André Freitas ReLM LRM AI4CE 82 1 0 29 Apr 2024
BlockLLM: Multi-tenant Finer-grained Serving for Large Language Models Jiamin Li Le Xu Hong-Yu Xu Aditya Akella 58 2 0 28 Apr 2024
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Amir Saeidi Shivanshu Verma Chitta Baral Chitta Baral ALM 123 26 0 23 Apr 2024
PARAMANU-GANITA: Can Small Math Language Models Rival with Large Language Models on Mathematical Reasoning? Mitodru Niyogi Arnab Bhattacharya LRM ReLM 63 0 0 22 Apr 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 109 8 0 19 Apr 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing Ye Tian Baolin Peng Linfeng Song Lifeng Jin Dian Yu Haitao Mi Dong Yu LRM ReLM 112 85 0 18 Apr 2024
Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards Hyeonbin Hwang Doyoung Kim Seungone Kim Seonghyeon Ye Minjoon Seo LRM ReLM 90 7 0 16 Apr 2024
A Survey on Deep Learning for Theorem Proving Zhaoyu Li Jialiang Sun Logan Murphy Qidong Su Zenan Li Xian Zhang Kaiyu Yang Xujie Si LRM 123 32 0 15 Apr 2024
Rho-1: Not All Tokens Are What You Need Zheng-Wen Lin Zhibin Gou Yeyun Gong Xiao Liu Yelong Shen ... Chen Lin Yujiu Yang Jian Jiao Nan Duan Weizhu Chen CLL 162 75 0 11 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 136 96 0 11 Apr 2024
Evaluating Mathematical Reasoning Beyond Accuracy Shijie Xia Xuefeng Li Yixin Liu Tongshuang Wu Pengfei Liu LRM ReLM 155 29 0 08 Apr 2024
A Morphology-Based Investigation of Positional Encodings Poulami Ghosh Shikhar Vashishth Raj Dabre Pushpak Bhattacharyya 75 2 0 06 Apr 2024
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models Hyeonwoo Kim Gyoungjin Gim Yungi Kim Jihoo Kim Byungju Kim Wonseok Lee Chanjun Park ReLM LRM 87 0 0 05 Apr 2024
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought Jooyoung Lee Fan Yang Thanh Tran Qian Hu Emre Barut Kai-Wei Chang Chengwei Su ReLM LLMAG LRM 68 12 0 04 Apr 2024
Octopus: On-device language model for function calling of software APIs Wei Chen Zhiyuan Li Mingyuan Ma LLMAG 117 16 0 02 Apr 2024
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization Jin Peng Zhou Charles Staats Wenda Li Christian Szegedy Kilian Q. Weinberger Yuhuai Wu LRM 82 39 0 26 Mar 2024
Extending Token Computation for LLM Reasoning Bingli Liao Danilo Vasconcellos Vargas LRM 41 2 0 22 Mar 2024
LeanReasoner: Boosting Complex Logical Reasoning with Lean Dongwei Jiang Marcio Fonseca Shay B. Cohen LRM 61 19 0 20 Mar 2024
LaPuda: LLM-Enabled Policy-Based Query Optimizer for Multi-modal Data Yifan Wang Haodi Ma Daisy Zhe Wang 55 1 0 20 Mar 2024
Towards Multimodal In-Context Learning for Vision & Language Models Sivan Doveh Shaked Perek M. Jehanzeb Mirza Wei Lin Amit Alfassy Assaf Arbelle S. Ullman Leonid Karlinsky VLM 193 18 0 19 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He Erfan Shayegani PILM 146 31 0 19 Mar 2024
Sabiá-2: A New Generation of Portuguese Large Language Models Thales Sales Almeida Hugo Queiroz Abonizio Rodrigo Nogueira Ramon Pires ELM 116 5 0 14 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 142 151 0 14 Mar 2024
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision Zhiqing Sun Longhui Yu Yikang Shen Weiyang Liu Yiming Yang Sean Welleck Chuang Gan 93 69 0 14 Mar 2024
Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models Ning Ding Yulin Chen Ganqu Cui Xingtai Lv Weilin Zhao Ruobing Xie Bowen Zhou Zhiyuan Liu Maosong Sun ALM MoMe AI4CE 156 7 0 13 Mar 2024
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models Yu Yang Siddhartha Mishra Jeffrey N Chiang Baharan Mirzasoleiman 103 24 0 12 Mar 2024
UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation Junhong Shen Tanya Marwah Ameet Talwalkar AI4CE 93 11 0 11 Mar 2024
Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text Sara Abdali Richard Anarfi C. Barberan Jia He DeLMO 106 12 0 09 Mar 2024
tsGT: Stochastic Time Series Modeling With Transformer Lukasz Kuciñski Witold Drzewakowski Mateusz Olko Piotr Kozakowski Lukasz Maziarka Marta Emilia Nowakowska Lukasz Kaiser Piotr Milo's 80 1 0 08 Mar 2024
Teaching Large Language Models to Reason with Reinforcement Learning Alex Havrilla Yuqing Du Sharath Chandra Raparthy Christoforos Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Sainbayar Sukhbaatar Roberta Raileanu ReLM LRM 113 94 0 07 Mar 2024
Human I/O: Towards a Unified Approach to Detecting Situational Impairments Xingyu Bruce Liu Jiahao Nick Li David Kim Xiang Ánthony' Chen Andrea Colaço 77 13 0 06 Mar 2024
Learning to Decode Collaboratively with Multiple Language Models Zejiang Shen Hunter Lang Bailin Wang Yoon Kim David Sontag 97 36 0 06 Mar 2024
Quantum Many-Body Physics Calculations with Large Language Models Haining Pan N. Mudur Will Taranto Maria Tikhanovskaya Subhashini Venugopalan Yasaman Bahri Michael P. Brenner Eun-Ah Kim 73 9 0 05 Mar 2024
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang Xiao Liu Yeyun Gong Zhibin Gou Yelong Shen Nan Duan Weizhu Chen AIMat LRM 123 44 0 04 Mar 2024
Towards Modeling Learner Performance with Large Language Models Seyed Parsa Neshaei Richard Lee Davis Adam Hazimeh Bojan Lazarevski Pierre Dillenbourg Tanja Käser AI4Ed 79 7 0 29 Feb 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 135 157 0 27 Feb 2024