Papers
Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA
Nikolas Evkarpidi, Elena Tutubalina
TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs
Raghav R, Adarsh Prakash Vemali, Darpan Aswal et al.
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
Sicong Huang, Jincheng He, Shiyuan Huang et al.
YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning
Yang Chen, Zheyang Luo, Zhiwen Tang
JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs
Arkajyoti Naskar, Dipankar Das, Sivaji Bandyopadhyay
FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs
Wondimagegnhue Tufa, Fadi Hassan, Guillem Collell et al.
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding
Judith Clymo, Adam Zernik, Shubham Gaur
Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data
Aditya Bangar, Ankur Kumar, Shlok Mishra et al.
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data
Rishit Tyagi, Mohit Gupta, Rahul Bouri
silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM
Sumit Singh, Pankaj Goyal, Uma Tiwary
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
Osma Suominen, Juho Inkinen, Mona Lehtinen
CSS: Contrastive Semantic Similarities for Uncertainty Quantification of LLMs
Shuang Ao, Stefan Rueger, Advaith Siddharthan
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time
Yeqi Gao, Zhao Song, Weixin Wang et al.
User-in-the-Loop Evaluation of Multimodal LLMs for Activity Assistance
Mrinal Verghese, Brian Chen, Hamid Eghbalzadeh et al.
An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging
Mu Cai, Zeyi Huang, Yuheng Li et al.
Scene-LLM: Extending Language Model for 3D Visual Reasoning
Rao Fu, Jingyu Liu, Xilun Chen et al.
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer
Zengqun Zhao, Yu Cao, Shaogang Gong et al.
FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs
Carlos Plou, Cesar Borja, Ruben Martinez-Cantin et al.
iMotion-LLM: Instruction-Conditioned Trajectory Generation
Abdulwahab Felemban, Nussair Hroub, Jian Ding et al.
Understanding the Visual Projection Space of Multimodal LLMs
Sungheon Jeong, Yoojeong Song, Hyungjoon Kim
TimeRefine: Temporal Grounding with Time Refining Video LLM
Xizi Wang, Feng Cheng, Ziyang Wang et al.
From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance
Jeongho Min, Dongyoung Kim, Jaehyup Lee
Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation
Liu He, Xiao Zeng, Yizhi Song et al.
Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment
Kai-Po Chang, Wei-Yuan Cheng, Chi-Pin Huang et al.