Title
Towards Automated Error Discovery: A Study in Conversational AI Dominic Petrak Thy Thy Tran Iryna Gurevych 100 0 0 13 Sep 2025
Collab-REC: An LLM-based Agentic Framework for Balancing Recommendations in Tourism Ashmi Banerjee Fitri Nur Aisyah Fitri Nur Aisyah Wolfgang Wörndl Yashar Deldjoo 96 0 0 20 Aug 2025
TASER: Table Agents for Schema-guided Extraction and Recommendation Nicole Cho Kirsty Fielding William Watson Sumitra Ganesh Manuela Veloso LMTD 132 0 0 18 Aug 2025
Reinforce LLM Reasoning through Multi-Agent Reflection Yurun Yuan Tengyang Xie LRM 189 16 0 10 Jun 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou Austin Xu Peifeng Wang Caiming Xiong Shafiq Joty ELM ALM LRM 368 20 0 21 Apr 2025
EMAFusion: A Self-Optimizing System for Seamless LLM Selection and Integration Soham Shah Kumar Shridhar Surojit Chatterjee Souvik Sen 191 0 0 14 Apr 2025
Do LLM Evaluators Prefer Themselves for a Reason? Wei-Lin Chen Zhepei Wei Xinyu Zhu Shi Feng Yu Meng ELM LRM 213 19 0 04 Apr 2025
ReFeed: Multi-dimensional Summarization Refinement with Reflective Reasoning on Feedback Taewon Yun Jihwan Oh Hyangsuk Min Yuho Lee Jihwan Bang Jason (Jinglun) Cai Hwanjun Song OffRL LRM 176 1 0 27 Mar 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou ... Hao-Heng Chen Chuang Zhou Yi-Ju Chang Yi-Ju Chang Xiao Huang 3DV 458 60 0 21 Jan 2025
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks Rongxing Liu Kumar Shridhar Manish Prajapat Patrick Xia Mrinmaya Sachan LLMAG LRM 224 4 0 21 Oct 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple ConstraintsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Thomas Palmeira Ferraz Kartik Mehta Yu-Hsiang Lin Haw-Shiuan Chang Shereen Oraby Sijia Liu Vivek Subramanian Tagyoung Chung Mohit Bansal Nanyun Peng 223 23 0 09 Oct 2024
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive FailureAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Romain Puech Jakub Macina Julia Chatain Mrinmaya Sachan Manu Kapur AI4Ed 214 10 0 03 Oct 2024
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning Justin Chih-Yao Chen Archiki Prasad Swarnadeep Saha Elias Stengel-Eskin Joey Tianyi Zhou LRM 432 28 0 18 Sep 2024
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning Chaojie Wang Yanchen Deng Zhiyi Lyu Liang Zeng Jujie He Shuicheng Yan Bo An LRM ReLM 246 89 0 20 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Joongwon Kim Bhargavi Paranjape Tushar Khot Hannaneh Hajishirzi LM&Ro ELM LLMAG LRM 185 11 0 10 Jun 2024
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 301 330 0 15 Apr 2024
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Jinheon Baek S. Jauhar Silviu Cucerzan Sung Ju Hwang AI4CE LLMAG LM&Ro 286 101 0 11 Apr 2024
Octopus: On-device language model for function calling of software APIsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Wei Chen Zhiyuan Li Mingyuan Ma LLMAG 249 22 0 02 Apr 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction Jie Xu Hanbo Zhang Xinghang Li Huaping Liu Xuguang Lan Tao Kong LM&Ro 239 5 0 19 Feb 2024
Understanding the Effects of Iterative Prompting on TruthfulnessInternational Conference on Machine Learning (ICML), 2024 Satyapriya Krishna Chirag Agarwal Himabindu Lakkaraju HILM 180 18 0 09 Feb 2024
DeepEdit: Knowledge Editing as Decoding with Constraints Yiwei Wang Muhao Chen Nanyun Peng Kai-Wei Chang KELM 182 36 0 19 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving PerspectivesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 363 93 0 04 Jan 2024
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 182 138 0 08 Nov 2023
You Can Generate It Again: Data-to-Text Generation with Verification and Correction Prompting Xuan Ren Zeyu Zhang Lingqiao Liu 151 3 0 28 Jun 2023