Title
Evaluating Mathematical Reasoning Beyond Accuracy Shijie Xia Xuefeng Li Yixin Liu Tongshuang Wu Pengfei Liu LRM ReLM 47 21 0 08 Apr 2024
A Morphology-Based Investigation of Positional Encodings Poulami Ghosh Shikhar Vashishth Raj Dabre Pushpak Bhattacharyya 24 1 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 34 1 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 14 10 0 04 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 19 27 0 26 Mar 2024
Extending Token Computation for LLM Reasoning Bingli Liao Danilo Vasconcellos Vargas LRM 19 2 0 22 Mar 2024
No more optimization rules: LLM-enabled policy-based multi-modal query optimizer Yifan Wang Haodi Ma Daisy Zhe Wang 36 1 0 20 Mar 2024
LeanReasoner: Boosting Complex Logical Reasoning with Lean Dongwei Jiang Marcio Fonseca Shay B. Cohen LRM 28 14 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 110 13 0 19 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 65 24 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 29 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 47 108 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 23 50 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 33 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 32 17 0 12 Mar 2024
UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation Junhong Shen Tanya Marwah Ameet Talwalkar AI4CE 42 2 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 19 10 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 44 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 29 67 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 Ruofei Du 23 13 0 06 Mar 2024
Learning to Decode Collaboratively with Multiple Language Models Zejiang Shen Hunter Lang Bailin Wang Yoon Kim David Sontag 41 28 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 33 5 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 56 35 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 Kaser AI4Ed 33 5 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 40 128 0 27 Feb 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 36 1 0 24 Feb 2024
How Do Humans Write Code? Large Models Do It the Same Way Too Long Li Xuzheng He LRM 33 0 0 24 Feb 2024
Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs Aaditya K. Singh DJ Strouse 38 46 0 22 Feb 2024
OmniPred: Language Models as Universal Regressors Xingyou Song Oscar Li Chansoo Lee Bangding Yang Daiyi Peng Sagi Perel Yutian Chen 46 14 0 22 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 38 7 0 22 Feb 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems Chaoqun He Renjie Luo Yuzhuo Bai Shengding Hu Zhen Leng Thai ... Yuxiang Zhang Jie Liu Lei Qi Zhiyuan Liu Maosong Sun ELM AIMat 33 135 0 21 Feb 2024
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory Zexue He Leonid Karlinsky Donghyun Kim Julian McAuley Dmitry Krotov Rogerio Feris KELM RALM 35 10 0 21 Feb 2024
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems Zhiyuan Li Hong Liu Denny Zhou Tengyu Ma LRM AI4CE 20 95 0 20 Feb 2024
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition Zhaorun Chen Zhuokai Zhao Zhihong Zhu Ruiqi Zhang Xiang Li Bhiksha Raj Huaxiu Yao LRM 25 25 0 18 Feb 2024
Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering Pragya Srivastava Manuj Malik Vivek Gupta T. Ganu Dan Roth 13 14 0 17 Feb 2024
Language Models as Science Tutors Alexis Chevalier Jiayi Geng Alexander Wettig Howard Chen Sebastian Mizera ... Jiatong Yu Jun-Jie Zhu Z. Ren Sanjeev Arora Danqi Chen ELM 17 11 0 16 Feb 2024
Can we Soft Prompt LLMs for Graph Learning Tasks? Zheyuan Liu Xiaoxin He Yijun Tian Nitesh V. Chawla 47 21 0 15 Feb 2024
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset Shubham Toshniwal Ivan Moshkov Sean Narenthiran Daria Gitman Fei Jia Igor Gitman 23 75 0 15 Feb 2024
Transformers Can Achieve Length Generalization But Not Robustly Yongchao Zhou Uri Alon Xinyun Chen Xuezhi Wang Rishabh Agarwal Denny Zhou 37 36 0 14 Feb 2024
Large Language Models for the Automated Analysis of Optimization Algorithms Camilo Chacón Sartori Christian Blum Gabriela Ochoa 19 2 0 13 Feb 2024
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning Huaiyuan Ying Shuo Zhang Linyang Li Zhejian Zhou Yunfan Shao ... Hang Yan Xipeng Qiu Jiayu Wang Kai-xiang Chen Dahua Lin ReLM LRM 25 69 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 120 353 0 09 Feb 2024
Pretrained Generative Language Models as General Learning Frameworks for Sequence-Based Tasks Ben Fauber 11 2 0 08 Feb 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 42 21 0 06 Feb 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark Zhenwen Liang Kehan Guo Gang Liu Taicheng Guo Yujun Zhou Tianyu Yang Jiajun Jiao Renjie Pi Jipeng Zhang Xiangliang Zhang ELM 26 18 0 06 Feb 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Y. K. Li Yu-Huan Wu Daya Guo ReLM LRM 26 631 0 05 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 34 6 0 04 Feb 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents Jian Xie Kai Zhang Jiangjie Chen Tinghui Zhu Renze Lou Yuandong Tian Yanghua Xiao Yu-Chuan Su LLMAG LM&Ro 48 126 0 02 Feb 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges Janice Ahn Rishu Verma Renze Lou Di Liu Rui Zhang Wenpeng Yin LRM 36 115 0 31 Jan 2024
YODA: Teacher-Student Progressive Learning for Language Models Jianqiao Lu Wanjun Zhong Yufei Wang Zhijiang Guo Qi Zhu ... Baojun Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu LRM 14 6 0 28 Jan 2024