Papers
Exploring and Controlling Diversity in LLM-Agent Conversation
KuanChao Chu, Yi-Pei Chen, Hideki Nakayama
MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification
Md. Rafiul Biswas, Mabrouka Bessghaier, Firoj Alam et al.
HUMAIN at IslamicEval 2025 Shared Task 1: A Three-Stage LLM-Based Pipeline for Detecting and Correcting Hallucinations in Quran and Hadith
Arwa Omayrah, Sakhar Alkhereyf, Ahmed Abdelali et al.
Burhan at IslamicEval: Fact-Augmented and LLM-Driven Retrieval for Islamic QA
Mohammad Basheer, Watheq Mansour, Abdulhamid Touma et al.
Athar at QIAS2025: LLM-based Question Answering Systems for Islamic Inheritance and Classical Islamic Knowledge
Yossra Noureldien, Hassan Suliman, Farah Attallah et al.
Human and LLM-based Assessment of Teaching Acts in Expert-led Explanatory Dialogues
Aliki Anagnostopoulou, Nils Feldhus, Yi-Sheng Hsu et al.
Agentic LLMs for Analyst-Style Financial Insights: An LLM Pipeline for Persuasive Financial Analysis
Gaurangi Sinha, Rajarajeswari Palacharla, Manoj Balaji Jagadeeshan
Word Clouds as Common Voices: LLM-Assisted Visualization of Participant-Weighted Themes in Qualitative Interviews
Joseph T Colonel, Baihan Lin
A Survey of LLM-Based Applications in Programming Education: Balancing Automation and Human Oversight
Griffin Pitts, Anurata Prabha Hridi, Arun Balajiee Lekshmi Narayanan
Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study
Yuru Wang, Kaiyan Zhang, Kai Tian et al.
Training of LLM-Based List-Wise Multilingual Reranker
Hao Yu, David Ifeoluwa Adelani
LLM-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts
Zongxia Li, Xiyang Wu, Ishani Mondal et al.
Evaluating LLM-Generated Legal Explanations for Regulatory Compliance in Social Media Influencer Marketing
Haoyang Gui, Thales Bertaglia, Taylor Annabell et al.
AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation
Kaustubh Dhole, Ramraj Chandradevan, Eugene Agichtein
EasyJon at TSAR 2025 Shared Task Evaluation of Automated Text Simplification with LLM-as-a-Judge
Paul-Gerhard Barbu, Adrianna Lipska-Dieck, Lena Lindner
GPT4AMR: Does LLM-based Paraphrasing Improve AMR-to-text Generation Fluency?
Jiyuan Ji, Shira Wein
Emotionally Aware or Tone-Deaf? Evaluating Emotional Alignment in LLM-Based Conversational Recommendation Systems
Darshna Parmar, Pramit Mazumdar
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA
Sher Badshah, Hassan Sajjad
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models
Chan Hee Song, Jiaman Wu, Clayton Washington et al.
AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts
Yufan Liu, Wanqian Zhang, Huashan Chen et al.
LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning
Jianfeng Dong, Danfeng Luo, Daizong Liu et al.
CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving
Changxing Liu, Genjia Liu, Zijun Wang et al.
TWIST & SCOUT: Grounding Multimodal LLM-Experts by Forget-Free Tuning
Aritra Bhowmik, Mohammad Mahdi Derakhshani, Dennis Koelma et al.
From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning
Yuhui Zeng, Haoxiang Wu, Wenjie Nie et al.
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection
Mahdiyar Molahasani, Azadeh Motamedi, Michael Greenspan et al.