SemEval 2025

329 papers

SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News

Jakub Piskorski, Tarek Mahmoud, Nikolaos Nikolaidis, Ricardo Campos, Alipio Mario Jorge

SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation

Thomas Pickard, Aline Villavicencio, Maggie Mi, Wei He, Dylan Phelps

SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models

Anil Ramakrishna, Yixin Wan, Xiaomeng Jin, Kai-Wei Chang, Zhiqi Bu

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, Mathias Begoin, Diana Slawig

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection

Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Seid Muhie Yimam, Jan Philip Wahle

SemEval-2025 Task 2: Entity-Aware Machine Translation

Simone Conia, Min Li, Roberto Navigli, Saloni Potdar

SemEval-2025 Task 9: The Food Hazard Detection Challenge

Korbinian Randl, John Pavlopoulos, Aron Henriksson, Tony Lindgren, Juli Bakagianni

SemEval-2025 Task 8: Question Answering over Tabular Data

Jorge Osés Grijalba, L. Alfonso Ureñ - López, Eugenio Martínez Cámara, Jose Camacho - Collados

SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval

Qiwei Peng, Robert Moro, Michal Gregor, Ivan Srba, Simon Ostermann

SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes

Raúl Vázquez, Timothee Mickus, Elaine Zosa, Teemu Vahtola, Jörg Tiedemann

SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification

Chung-Chi Chen, Yohei Seki, Hakusen Shu, Anaïs Lhuissier, Juyeon Kang

silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer

Sumit Singh, Pankaj Goyal, Uma Tiwary

TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval

Aleksei Dorkin, Kairit Sirts

YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT

Hong Jiang, Jin Wang, Xuejie Zhang

RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking

Xia Tian, Yang Xin, Wu Jing, Xiu Heng, Zhang Xin

Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging

Zahra Sarlak, Ebrahim Ansari

Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs

Osma Suominen, Juho Inkinen, Mona Lehtinen

LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging

Andrea Salfinger, Luca Zaccagna, Francesca Incitti, Gianluca De Nardi, Lorenzo Dal Fabbro

Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble

Jim Hahn

Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging

Hadi Bayrami Asl Tekanlou, Jafar Razmara, Mahsa Sanaei, Mostafa Rahgouy, Hamed Babaei Giglou

clujteam at SemEval-2025 Task 10: Finetuning SmolLM2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt

Anca Marginean

silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM

Sumit Singh, Pankaj Goyal, Uma Tiwary

Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs

Daniel Lee, Harsh Sharma, Jieun Han, Sunny Jeong, Alice Oh

SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation

Saransh Agrawal, Kuan - Hao Huang

AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data

Anshuman Aryan, Laukik Wadhwa, Kalki Eshwar, Aakarsh Sinha, Durgesh Kumar

fact check AI at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-checked Claim Retrieval

Pranshu Rastogi

RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling

Demetris Skottis, Gregor Karetka, Marek Suppa

NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning

Hoorieh Sabzevari, Milad Molazadeh Oskuee, Tohid Abedini, Ghazal Zamaninejad, Sara Baruni

MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment

Mohammad Mahdi Abootorabi, Alireza Ghahramani Kure, Mohammadali Mohammadkhani, Sina Elahimanesh, Mohammad Ali Ali Panah

HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data

Jun Wang, Feng Xiong, Hongling Xu, Geng Tu, Ruifeng Xu

Transformer25 at SemEval-2025 Task 1: A similarity-based approach

Wiebke Petersen, Lara Eulenpesch, Ann Piho, Julio Julio, Victoria Lohner

AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition

Iago A. Brito, Fernanda B. Färber, Julia S. Dollis, Daniel M. Pedrozo, Artur M. A. Novais

TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval

Prasanna Devadiga, Arya Suneesh, Pawan Rajpoot, Bharatdeep Hazarika, Aditya Baliga

QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods

Mariia Bogatyreva, Pascal Gaertner, Quim Ribas, Daryna Dementieva, Alexander Fraser

YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2

Kaiwen Hu, Jin Wang, Xuejie Zhang

AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts

Arash Rasouli, Erfan Sadraiye, Omid Ghahroodi, Hamid Rabiee, Ehsaneddin Asgari

Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning

Juan Pérez, Santiago Lares

KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model

Kyu Hyun Choi, Seung Hoon Na

HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding

Anar Yeginbergen, Elisa Sanchez - Bayona, Andrea Jaunarena, Ander Salaberria

Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data

Rishit Tyagi, Mohit Gupta, Rahul Bouri

Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification

Andreas Blombach, Bao Minh Doan Dang, Stephanie Evert, Tamara Fuchs, Philipp Heinrich

bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models

Rishit Tyagi, Rahul Bouri, Mohit Gupta

NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R

Mehwish Fatima, Maham Khan, Hajra Binte Naeem, Faiza Khan, Laiba Rana

MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries

Flavio Giobergia

MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification

Flavio Giobergia

TECHSSN at SemEval-2025 Task 10: A Comparative Analysis of Transformer Models for Dominant Narrative-Based News Summarization

Pooja Premnath, Venkatasai Ojus Yenumulapalli, Parthiban Mohankumar, Rajalakshmi Sivanaiah, Angel Deborah S

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, Rahul Ramesh, Ayush Bhupal

FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages

Evgenii Nikolaev, Ivan Bondarenko, Islam Aushev, Vasilii Krikunov, Andrei Glinskii

UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging

Amirhossein Safdarian, Milad Mohammadi, Heshaam Faili

CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification

Phuoc Chu

COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition

Aldan Creo, Héctor Cerezo - Costas, Maximiliano Hormazábal Lagos, Pedro Alonso Doval

Exploration Lab IITK at SemEval-2025 Task 8: Multi-LLM Agent QA over Tabular Data

Aditya Bangar, Ankur Kumar, Shlok Mishra, Ashutosh Modi

University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection

Ikhlasul Akmal Hanif, Eryawan Presma Yulianrifat, Jaycent Gunawan Ongris, Eduardus Tjitrahardja, Muhammad Falensi Azmi

PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts

Ziyi Huang, Xia Cui

YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification

Qiangyu Tan, Yuhang Cui, Zhiwen Tang

PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis

Ling Sun, Xue Wan, Yuyang Lin, Fengping Su, Pengfei Chen

JUNLP_Sarika at SemEval-2025 Task 11: Bridging Contextual Gaps in Text-Based Emotion Detection using Transformer Models

Sarika Khatun, Dipanjan Saha, Dipankar Das

UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding

Judith Clymo, Adam Zernik, Shubham Gaur

FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs

Wondimagegnhue Tufa, Fadi Hassan, Guillem Collell, Dandan Tu, Yi Tu

JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models

Khoa Anh-Nguyen Le, Dang Van Thin

JU_NLP at SemEval-2025 Task 7: Leveraging Transformer-Based Models for Multilingual & Crosslingual Fact-Checked Claim Retrieval

Atanu Nayak, Srijani Debnath, Arpan Majumdar, Pritam Pal, Dipankar Das

YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization

Liu Lei, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang

PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding

Lorenzo Vaiani, Davide Napolitano, Luca Cagliero

pingan-team at SemEval-2025 Task 2: LoRA-Augmented Qwen2.5 with Wikidata-Driven Entity Translation

Diyang Chen

JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs

Arkajyoti Naskar, Dipankar Das, Sivaji Bandyopadhyay

UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data

Neng Wan, Sicong Huang, Esha Ubale, Ian Lane

TILeN at SemEval-2025 Task 11: A Transformer-Based Model for Sentiment Classification Applied to the Russian Language

Jorge Reyes - Magaña, Luis Basto - Díaz, Luis Fernando Curi - Quintal

YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning

Yang Chen, Zheyang Luo, Zhiwen Tang

GinGer at SemEval-2025 Task 11: Leveraging Fine-Tuned Transformer Models and LoRA for Sentiment Analysis in Low-Resource Languages

Aylin Naebzadeh, Fatemeh Askari

indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages

Saurabh Kumar, Sujit Kumar, Sanasam Ranbir Singh, Sukumar Nandi

HausaNLP at SemEval-2025 Task 11: Advancing Hausa Text-based Emotion Detection

Sani Abdullahi Sani, Salim Abubakar, Falalu Ibrahim Lawan, Abdulhamid Abubakar, Maryam Bala

IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering

Arshia Hossein Zadeh, Aysa Mayahinia, Nafiseh Ahmadi

Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction

Lev Morozov, Aleksandr Mogilevskii, Alexander Shirnin

YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa

Ning Li, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang

UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output

Sicong Huang, Jincheng He, Shiyuan Huang, Karthik Raja Anandan, Arkajyoti Chakraborty

TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data

Aakarsh Nair, Huixin Yang

TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs

Raghav R, Adarsh Prakash Vemali, Darpan Aswal, Rahul Ramesh, Parth Tusham

Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection

Dong Shenpo

UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble

Tirana Noor Fatyanosa, Putra Pandu Adikara, Rochmanu Purnomohadi Erfitra, Muhammad Rajendra Alkautsar Dikna, Sari Dewi Budiwati

CSCU at SemEval-2025 Task 6: Enhancing Promise Verification with Paraphrase and Synthesis Augmentation: Effects on Model Performance

Kittiphat Leesombatwathana, Wisarut Tangtemjit, Dittaya Wanvarie

Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models

Enfa Fane, Mihai Surdeanu, Eduardo Blanco, Steven Corman

Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents

Saurav K. Aryal, Kritika Pant

PATeam at SemEval-2025 Task 9: LLM-Augmented Fusion for AI-Driven Food Safety Hazard Detection

Xue Wan, Fengping Su, Ling Sun, Yuyang Lin, Pengfei Chen

YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification

Dehui Deng, You Zhang, Jin Wang, Dan Xu, Xuejie Zhang

Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation

Ashraful Islam Paran, Sabik Aftahee, Md. Refaj Hossan, Jawad Hossain, Mohammed Moshiul Hoque

Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o

Saurav K. Aryal, Jabez Agyemang - Prempeh

Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA

Nikolas Evkarpidi, Elena Tutubalina

Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection

Joseph Le, Hannah Cui, James Zhang

Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection

Tafazzul Nadeem, Riyansha Singh, Suyamoon Pathak, Ashutosh Modi

CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification

Tashin Hossain, Abu Nowshed Chy

Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images

Saurav K. Aryal, Lawal Abdulmujeeb

TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models

Sishi Xiong, Mengxiang Li, Dakai Wang, Yu Zhao, Jie Zhang

Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection

Sandra Mitrović, Joseph Cornelius, David Kletz, Ljiljana Dolamic, Fabio Rinaldi

Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge

Lu Xu

NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning

Nguyen Pham Hoang Le, An Nguyen Tran Khuong, Tram Nguyen Thi Ngoc, Thin Dang Van

Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD

Saurav K. Aryal, Mildness Akomoize

McGill-NLP at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection

Vivek Verma, David Ifeoluwa Adelani

Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching

Suprabhat Rijal, Saurav K. Aryal

Howard University-AI4PC at SemEval-2025 Task 4: Unlearning Sensitive Content From Large Language Models Using Finetuning and Distillation for Selective Knowledge Removal

Aayush Acharya, Saurav K. Aryal

CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification

Nawar Turk, Eeham Khan, Leila Kosseim