Papers
2,781 papers found
SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering
Rashin Rahnamoun, Mehrnoush Shamsfard
Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA
Giuseppe Attardi, Andrea Nelson Mauro, Daniele Sartiano
MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation
Claudio Savelli, Alkis Koudounas, Flavio Giobergia
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs
Aleksey Kudelya, Alexander Shirnin
Howard University-AI4PC at SemEval-2025 Task 10: Ensembling LLMs for Multi-lingual Multi-Label and Multi-Class Meta-Classification
Saurav K. Aryal, Prasun Dhungana
Mr. Snuffleupagus at SemEval-2025 Task 4: Unlearning Factual Knowledge from LLMs Using Adaptive RMU
Arjun Dosajh, Mihika Sanghi
NLP-Cimat at SemEval-2025 Task 11: Prompt Optimization for LLMs via Genetic Algorithms and Systematic Mutation applied on Emotion Detection
Guillermo Segura-Gómez, Adrian Pastor Lopez Monroy, Fernando Sanchez - Vega et al.
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs
Tomas Turek, Shakila Mahjabin Tonni, Vincent Nguyen et al.
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs
Claudio Savelli, Evren Munis, Erfan Bayat et al.
Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection
Sandra Mitrović, Joseph Cornelius, David Kletz et al.
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.
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
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data
Rishit Tyagi, Mohit Gupta, Rahul Bouri
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
Osma Suominen, Juho Inkinen, Mona Lehtinen
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog
Jennifer D’souza, Sameer Sadruddin, Holger Israel et al.
SQLong: Enhanced NL2SQL for Longer Contexts with LLMs
Dai Quoc Nguyen, Cong Duy Vu Hoang, Duy Quang Vu et al.
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data
Ekaterina Borisova, Fabio Barth, Nils Feldhus et al.
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting
Md Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha et al.
How well do LLMs reason over tabular data, really?
Cornelius Wolff, Madelon Hulsebos
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages
Artur Kiulian, Anton Polishko, Mykola Khandoga et al.