Title
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg H. Wang Qingyun Wu 34 0 0 06 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian T. Foster B. Blaiszik 37 0 0 05 May 2025
TRAVELER: A Benchmark for Evaluating Temporal Reasoning across Vague, Implicit and Explicit References Svenja Kenneweg J. Deigmöller Philipp Cimiano Julian Eggert 40 0 0 02 May 2025
A Mathematical Philosophy of Explanations in Mechanistic Interpretability -- The Strange Science Part I.i Kola Ayonrinde Louis Jaburi MILM 68 1 0 01 May 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing Lisa Kluge Maximilian Kähler 70 1 0 30 Apr 2025
Towards Large Language Models for Lunar Mission Planning and In Situ Resource Utilization Michael Pekala Gregory Canal Samuel Barham Milena B. Graziano Morgan Trexler Leslie Hamilton Elizabeth Reilly Christopher D. Stiles 33 0 0 28 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen J. Wang W. Zhang OffRL 23 0 0 21 Apr 2025
GAAPO: Genetic Algorithmic Applied to Prompt Optimization Xavier Sécheresse Jacques-Yves Guilbert--Ly Antoine Villedieu de Torcy 26 0 0 09 Apr 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 112 5 0 17 Mar 2025
The Effectiveness of Large Language Models in Transforming Unstructured Text to Standardized Formats William Brach Kristián Košťál Michal Ries 90 0 0 04 Mar 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 65 2 0 11 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 57 5 0 07 Feb 2025
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization Yuanye Liu Jiahang Xu Li Lyna Zhang Qi Chen Xuan Feng Yang Chen Zhongxin Guo Yuqing Yang Cheng Peng 72 2 0 06 Feb 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 27 12 0 28 Jan 2025
Marconi: Prefix Caching for the Era of Hybrid LLMs Rui Pan Zhuang Wang Zhen Jia Can Karakus Luca Zancato Tri Dao Ravi Netravali Yida Wang 87 4 0 28 Nov 2024
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Sundar Sripada V. S. Minkyu Choi Sahil Shah Harsh Goel Mohammad Omama Sandeep P. Chinchali EGVM 105 2 0 22 Nov 2024
SkyServe: Serving AI Models across Regions and Clouds with Spot Instances Ziming Mao Tian Xia Zhanghao Wu Wei-Lin Chiang Tyler Griggs Romil Bhardwaj Zongheng Yang S. Shenker Ion Stoica 29 1 0 03 Nov 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Yanwei Yue Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 46 5 0 15 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 16 1 0 03 Oct 2024
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring Zifan Wang Christopher Ormerod ELM 17 1 0 07 Aug 2024
AI Agents That Matter Sayash Kapoor Benedikt Stroebl Zachary S. Siegel Nitya Nadgir Arvind Narayanan 35 32 0 01 Jul 2024
LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 35 3 0 30 Jun 2024
Teola: Towards End-to-End Optimization of LLM-based Applications Xin Tan Yimin Jiang Yitao Yang Hong-Yu Xu 45 4 0 29 Jun 2024
Automating Customer Needs Analysis: A Comparative Study of Large Language Models in the Travel Industry Simone Barandoni F. Chiarello Lorenzo Cascone Emiliano Marrale Salvatore Puccio 51 5 0 27 Apr 2024
Model Callers for Transforming Predictive and Generative AI Applications Mukesh Dalal 14 0 0 17 Apr 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Yijia Shao Yucheng Jiang Theodore A. Kanell Peter Xu Omar Khattab Monica S. Lam LLMAG KELM 16 34 0 22 Feb 2024
In-Context Learning for Extreme Multi-Label Classification Karel DÓosterlinck Omar Khattab François Remy Thomas Demeester Chris Develder Christopher Potts 21 2 0 22 Jan 2024
AutoMix: Automatically Mixing Language Models Pranjal Aggarwal Aman Madaan Ankit Anand Srividya Pranavi Potharaju Swaroop Mishra ... Karthik Kappaganthu Yiming Yang Shyam Upadhyay Manaal Faruqui Mausam 40 17 0 19 Oct 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 21 6 0 22 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 190 60 0 04 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 164 117 0 15 Oct 2019