Title
Phi-4-reasoning Technical Report Marah Abdin Sahaj Agarwal Ahmed Hassan Awadallah Vidhisha Balachandran Harkirat Singh Behl ... Vaishnavi Shrivastava Vibhav Vineet Yue Wu Safoora Yousefi Guoqing Zheng ReLM LRM 77 0 0 30 Apr 2025
Learning from Reasoning Failures via Synthetic Data Generation Gabriela Ben-Melech Stan Estelle Aflalo Avinash Madasu Vasudev Lal Phillip Howard SyDa LRM 34 0 0 20 Apr 2025
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Xin Gao Qizhi Pei Zinan Tang Y. Li Honglin Lin Jiang Wu C. He Lijun Wu SyDa 28 0 0 11 Apr 2025
FactGuard: Leveraging Multi-Agent Systems to Generate Answerable and Unanswerable Questions for Enhanced Long-Context LLM Extraction Qian Zhang Fang Li Jie Wang Lingfeng Qiao Yifei Yu Di Yin X. Sun RALM 53 0 0 08 Apr 2025
DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal Vaibhav Aggarwal Ojasv Kamal Abhinav Japesh Zhijing Jin Bernhard Schölkopf 50 1 0 18 Mar 2025
Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh Fajri Koto Rituraj Joshi Nurdaulet Mukhituly Y. Wang Zhuohan Xie ... Avraham Sheinin Natalia Vassilieva Neha Sengupta Larry Murray Preslav Nakov ALM KELM 36 0 0 03 Mar 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents Vardaan Pahuja Yadong Lu Corby Rosset Boyu Gou Arindam Mitra Spencer Whitehead Yu Su Ahmed Awadallah LLMAG LM&Ro Presented at ResearchTrend Connect \| LLMAG on 14 Mar 2025 143 3 1 20 Feb 2025
InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning C. Xie Shuo Cai Wenjun Wang Pengxiang Li Zhijie Sang ... Xiaotian Han Jianbo Yuan Shengyu Zhang Fei Wu Hongxia Yang LRM 44 1 0 17 Feb 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 80 22 0 10 Jan 2025
A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops K. Yuksel H. Sawaf 26 2 0 22 Dec 2024
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs Aldo Pareja Nikhil Shivakumar Nayak Hao Wang Krishnateja Killamsetty Shivchander Sudalairaj ... Guangxuan Xu Kai Xu Ligong Han Luke Inglis Akash Srivastava 78 6 0 17 Dec 2024
TapeAgents: a Holistic Framework for Agent Development and Optimization Dzmitry Bahdanau Nicolas Angelard-Gontier Gabriel Huang Ehsan Kamalloo Rafael Pardinas ... Jordan Prince Tremblay Karam Ghanem S. Parikh Mitul Tiwari Quaizar Vohra 65 2 0 11 Dec 2024
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Saptarshi Sengupta Kristal Curtis Akshay Mallipeddi Abhinav Mathur Joseph Ross Liang Gou Liang Gou LLMAG SyDa 98 1 0 28 Nov 2024
BENCHAGENTS: Automated Benchmark Creation with Agent Interaction Natasha Butt Varun Chandrasekaran Neel Joshi Besmira Nushi Vidhisha Balachandran 28 0 0 29 Oct 2024
Meaning Typed Prompting: A Technique for Efficient, Reliable Structured Output Generation Chandra Irugalbandara 24 0 0 22 Oct 2024
Automated test generation to evaluate tool-augmented LLMs as conversational AI agents Samuel Arcadinho David Aparicio Mariana Almeida 13 4 0 24 Sep 2024
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation Ingo Ziegler Abdullatif Köksal Desmond Elliott Hinrich Schütze 36 5 0 03 Sep 2024
ToolACE: Winning the Points of LLM Function Calling Weiwen Liu X. Huang Xingshan Zeng Xinlong Hao Shuai Yu ... Xin Jiang Ruiming Tang Defu Lian Qun Liu Enhong Chen LLMAG 27 26 0 02 Sep 2024
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences Corby Rosset Ching-An Cheng Arindam Mitra Michael Santacroce Ahmed Hassan Awadallah Tengyang Xie 144 113 0 04 Apr 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 75 143 0 20 Feb 2024
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 154 576 0 06 Apr 2023