Papers
From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification
Amal Sunny, Advay Gupta, Yashashree Chandak et al.
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC
Dongzhuoran Zhou, Roxana Pop, Yuqicheng Zhu et al.
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Aman Singh Thakur, Kartik Choudhary, Venkat Srinik Ramayapally et al.
Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring
Kezia Oketch, John P. Lalor, Yi Yang et al.
ToolReAGt: Tool Retrieval for LLM-based Complex Task Solution via Retrieval Augmented Generation
Norbert Braunschweiler, Rama Doddipatla, Tudor-catalin Zorila
A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops
Kamer Ali Yuksel, Thiago Castro Ferreira, Mohamed Al-Badrashiny et al.
AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents
Bin Li, Jannis Conen, Felix Aller
Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective
Garry A. Gabison, R. Patrick Xian
Leveraging LLM-based sentiment analysis for portfolio optimization with proximal policy optimization
Kemal Kirtac, Guido Germano
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization
Jeonghun Kang, Soonmok Kwon, Joonseok Lee et al.
The Power of Simplicity in LLM-Based Event Forecasting
Meiru Zhang, Auss Abbood, Zaiqiao Meng et al.
Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature
Pietro Marini, Aécio Santos, Nicole Contaxis et al.
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025
Pranshu Rastogi, Rajneesh Tiwari
Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval
Junjun Wang, Kunlong Chen, Zhaoqun Chen et al.
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection
Saketh Reddy Vemula, Parameswari Krishnamurthy
Hallucination Detectives at SemEval-2025 Task 3: Span-Level Hallucination Detection for LLM-Generated Answers
Passant Elchafei, Mervat Abu - Elkheir
SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation
Tom Völker, Jan Pfister, Andreas Hotho
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing
Lisa Kluge, Maximilian Kähler
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data
Kamal Raj Kanakarajan, Hwanmun Kim, Malaikannan Sankarasubbu
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation
Atakan Site, Emre Erdemir, Gülşen Eryiğit
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance
Muhammad Saad, Meesum Abbas, Sandesh Kumar et al.
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval
Dominik Benchert, Severin Meßlinger, Sven Goller et al.
PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection
Xue Wan, Fengping Su, Ling Sun et al.
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data
Raghav R, Adarsh Prakash Vemali, Darpan Aswal et al.