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AI and Agile Software Development: A Research Roadmap from the XP2025 Workshop Zheying Zhang Tomas Herda Victoria Pichler Pekka Abrahamsson Geir K. Hanssen ... Daniel Planötscher Mika Saari Anastasiia Tkalich Karl Josef Gstettner Xiaofeng Wang 105 0 0 28 Aug 2025
Real-Time Detection of Hallucinated Entities in Long-Form Generation Oscar Obeso Andy Arditi Javier Ferrando Joshua Freeman Cameron Holmes Neel Nanda HILM 193 6 0 26 Aug 2025
ConfTuner: Training Large Language Models to Express Their Confidence Verbally Yibo Li Miao Xiong Jiaying Wu Bryan Hooi 204 8 0 26 Aug 2025
Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method I.I. Priezzhev D.A. Danko A.V. Shubin 77 0 0 26 Aug 2025
Topic Identification in LLM Input-Output Pairs through the Lens of Information Bottleneck Igor Halperin 68 1 0 26 Aug 2025
Grounding the Ungrounded: A Spectral-Graph Framework for Quantifying Hallucinations in Multimodal LLMs Supratik Sarkar Swagatam Das 116 1 0 26 Aug 2025
Principled Detection of Hallucinations in Large Language Models via Multiple Testing Jiawei Li A. Magesh Venugopal V. Veeravalli HILM 232 0 0 25 Aug 2025
Automating Conflict-Aware ACL Configurations with Natural Language Intents Wenlong Ding Jianqiang Li Zhixiong Niu Huangxun Chen Y. Xiong Hong Xu 98 0 0 25 Aug 2025
How to make Medical AI Systems safer? Simulating Vulnerabilities, and Threats in Multimodal Medical RAG System Kaiwen Zuo Zelin Liu Raman Dutt Ziyang Wang Zhongtian Sun Yeming Wang Fan Mo MedIm 84 1 0 24 Aug 2025
DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph Mengzheng Yang Yanfei Ren David Osei Opoku Ruochang Li Peng Ren Chunxiao Xing RALM 112 0 0 22 Aug 2025
SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation Weihang Su Anzhe Xie Jiaxin Mao Jianming Long Jiaxin Mao Ziyi Ye Yiqun Liu 162 0 0 21 Aug 2025
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns Xin Chen Junchao Wu Shu Yang Runzhe Zhan Zeyu Wu Ziyang Luo Di Wang Min Yang Lidia S. Chao Derek F. Wong DeLMO 144 1 0 18 Aug 2025
Learning to Steer: Input-dependent Steering for Multimodal LLMs Jayneel Parekh Pegah Khayatan Mustafa Shukor Arnaud Dapogny A. Newson Matthieu Cord LLMSV 356 2 0 18 Aug 2025
Hallucinations in medical devices Jason Granstedt Prabhat Kc Rucha Deshpande Victor Garcia Aldo Badano 174 2 0 18 Aug 2025
Exploring Efficiency Frontiers of Thinking Budget in Medical Reasoning: Scaling Laws between Computational Resources and Reasoning Quality Ziqian Bi Lu Chen Junhao Song Hongying Luo Enze Ge ... Joe Yeong Yongzhi Xu Peng Wang Junfeng Hao Junfeng Hao LRM 188 1 0 16 Aug 2025
Hallucination Detection and Mitigation in Scientific Text Simplification using Ensemble Approaches: DS@GT at CLEF 2025 SimpleText Krishna Chaitanya Marturi Heba H. Elwazzan 52 2 0 15 Aug 2025
A Multi-Task Evaluation of LLMs' Processing of Academic Text Input Tianyi Li Yu Qin Olivia R. Liu Sheng 89 0 0 15 Aug 2025
Can we Evaluate RAGs with Synthetic Data? Jonas van Elburg Peter van der Putten Maarten Marx SyDa 210 0 0 15 Aug 2025
Hallucination in LLM-Based Code Generation: An Automotive Case Study Marc Pavel Nenad Petrovic Lukasz Mazur Vahid Zolfaghari Fengjunjie Pan Alois Knoll 115 2 0 15 Aug 2025
Online Anti-sexist Speech: Identifying Resistance to Gender Bias in Political Discourse Aditi Dutta Susan Banducci 104 0 0 15 Aug 2025
From Surface to Semantics: Semantic Structure Parsing for Table-Centric Document Analysis Xuan Li Jialiang Dong Raymond Wong LMTD 107 0 0 14 Aug 2025
SHALE: A Scalable Benchmark for Fine-grained Hallucination Evaluation in LVLMs Bei Yan Z. Chen Yuecong Min Jie Zhang Jiahao Wang X. Wang Shiguang Shan HILM 149 0 0 13 Aug 2025
RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA Bhavik Agarwal Hemant Sunil Jomraj Simone Kaplunov Jack Krolick Viktoria Rojkova 72 0 0 13 Aug 2025
Prompt-Response Semantic Divergence Metrics for Faithfulness Hallucination and Misalignment Detection in Large Language Models Igor Halperin HILM 180 2 0 13 Aug 2025
ParallelSearch: Train your LLMs to Decompose Query and Search Sub-queries in Parallel with Reinforcement Learning Shu Zhao Tan Yu Anbang Xu Japinder Singh Aaditya Shukla Rama Akkiraju ReLM AI4TS LRM 149 14 0 12 Aug 2025
TEN: Table Explicitization, Neurosymbolically Nikita Mehrotra Aayush Kumar Sumit Gulwani Arjun Radhakrishna Ashish Tiwari LMTD 98 0 0 12 Aug 2025
Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models Zhenliang Zhang Junzhe Zhang Xinyu Hu Huixuan Zhang Xiaojun Wan HILM 152 0 0 11 Aug 2025
Can LLMs Detect Their Confabulations? Estimating Reliability in Uncertainty-Aware Language Models Tianyi Zhou Johanne Medina Sanjay Chawla HILM 196 1 0 11 Aug 2025
LinguaFluid: Language Guided Fluid Control via Semantic Rewards in Reinforcement Learning Aoming Liang Chi Cheng Dashuai Chen Boai Sun D. Fan 133 0 0 08 Aug 2025
Reasoning through Exploration: A Reinforcement Learning Framework for Robust Function Calling Bingguang Hao Xinjian Zhao Zengzhuang Xu Yicheng Chen Yicheng Chen ... Dong Wang Xiangyu Zhao Jinjie Gu Chenyi Zhuang Ji Zhang OffRL LRM 222 0 0 07 Aug 2025
Situated Epistemic Infrastructures: A Diagnostic Framework for Post-Coherence Knowledge Matthew Kelly 71 0 0 07 Aug 2025
Difference Views for Visual Graph Query Building Benedikt Kantz Stefan Lengauer Peter Waldert Tobias Schreck 60 0 0 07 Aug 2025
TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models Xinkui Zhao Haode Li Yifan Zhang Guanjie Cheng Yueshen Xu KELM LRM 87 1 0 06 Aug 2025
Nemori: Self-Organizing Agent Memory Inspired by Cognitive Science Jiayan Nan Wenquan Ma Wenlong Wu Yize Chen 184 8 0 05 Aug 2025
Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models Subhey Sadi Rahman M. Islam Md. Mahbub Alam Musarrat Zeba M. R Sadia Sultana Chowa M. R Sami Azam HILM LRM 173 4 0 05 Aug 2025
Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches Raj Mahmud Yufeng Wu Abdullah Bin Sawad S. Berkovsky Mukesh Prasad A. Kocaballi ELM 167 0 0 04 Aug 2025
CAAD: Context-Aware Adaptive Decoding for Truthful Text Generation Manh Trong Nguyen Sunil Gupta Hung Le HILM 101 1 0 04 Aug 2025
Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in Large Language Models Soyeon Kim Yongfeng Zhang Xing Xie Steven Euijong Whang 152 0 0 04 Aug 2025
Counterfactual Probing for Hallucination Detection and Mitigation in Large Language Models Yijun Feng HILM 86 3 0 03 Aug 2025
What Makes "Good" Distractors for Object Hallucination Evaluation in Large Vision-Language Models? Ming-Kun Xie Jia-Hao Xiao Gang Niu Lei Feng Zhiqiang Kou Min Zhang Masashi Sugiyama MLLM 98 0 0 03 Aug 2025
Applying Psychometrics to Large Language Model Simulated Populations: Recreating the HEXACO Personality Inventory Experiment with Generative Agents Sarah Mercer Daniel P. Martin Phil Swatton 193 0 0 01 Aug 2025
Multi-step retrieval and reasoning improves radiology question answering with large language models Sebastian Wind Jeta Sopa Daniel Truhn Mahshad Lotfinia Tri-Thien Nguyen ... M. R Harald Kostler Gerhard Wellein Andreas Maier Soroosh Tayebi Arasteh LM&MA 227 1 0 01 Aug 2025
Distributed AI Agents for Cognitive Underwater Robot Autonomy Markus Buchholz Ignacio Carlucho Michele Grimaldi Y. Pétillot AI4CE 220 3 0 31 Jul 2025
A Single Direction of Truth: An Observer Model's Linear Residual Probe Exposes and Steers Contextual Hallucinations Charles OÑeill Slava Chalnev Chi Chi Zhao Max Kirkby Mudith Jayasekara HILM 179 4 0 31 Jul 2025
Investigating Hallucination in Conversations for Low Resource Languages A. Das M. Hasan Souvika Sarkar Zheng Zhang Fatemeh Jamshidi Tathagata Bhattacharya Nilanjana Raychawdhury Dongji Feng Vinija Jain Vasu Sharma HILM 287 0 0 30 Jul 2025
MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them Weichen Zhang Yiyou Sun Pohao Huang Jiayue Pu Heyue Lin Dawn Song LLMAG HILM 183 1 0 28 Jul 2025
Structured Relevance Assessment for Robust Retrieval-Augmented Language Models Aryan Raj Astitva Veer Garg Anitha D HILM KELM 180 0 0 28 Jul 2025
FRED: Financial Retrieval-Enhanced Detection and Editing of Hallucinations in Language Models Likun Tan Kuan-Wei Huang Kevin Wu 88 1 0 28 Jul 2025
SmartCourse: A Contextual AI-Powered Course Advising System for Undergraduates Yixuan Mi Yiduo Yu Yiyi Zhao 36 0 0 26 Jul 2025
Technological folie à deux: Feedback Loops Between AI Chatbots and Mental Illness Sebastian Dohnány Zeb Kurth-Nelson Eleanor Spens Lennart Luettgau Alastair Reid Iason Gabriel Christopher Summerfield Murray Shanahan Matthew M Nour AI4MH 206 0 0 25 Jul 2025