SemEval 2025: all accepted papers
- SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation ↗Tom Völker, Jan Pfister, Andreas Hotho
- SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ↗Rashin Rahnamoun, Mehrnoush Shamsfard
- SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection ↗Yuming Zhang, Hongyu Li, Yongwei Zhang et al.
- STFXNLP at SemEval-2025 Task 11 Track A: Neural Network, Schema, and Next Word Prediction-based Approaches to Perceived Emotion Detection ↗Noah Murrant, Samantha Brooks, Milton King
- 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
- Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization ↗Alberto Poncelas, Ohnmar Htun
- Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ↗Pawel Bujnowski, Tomasz Dryjanski, Christian Goltz 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.
- SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News ↗Jakub Piskorski, Tarek Mahmoud, Nikolaos Nikolaidis et al.
- SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ↗Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin et al.
- SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity RepresentationThomas Pickard, Aline Villavicencio, Maggie Mi et al.our summary
- SemEval-2025 Task 2: Entity-Aware Machine Translation ↗Simone Conia, Min Li, Roberto Navigli et al.
- SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes ↗Raul Vazquez, Timothee Mickus, Elaine Zosa et al.
- SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models ↗Anil Ramakrishna, Yixin Wan, Xiaomeng Jin et al.
- 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.
- SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification ↗Chung-Chi Chen, Yohei Seki, Hakusen Shu et al.
- SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ↗Qiwei Peng, Robert Moro, Michal Gregor et al.
- SemEval-2025 Task 8: Question Answering over Tabular Data ↗Jorge Osés Grijalba, L. Alfonso Ureñ-López, Eugenio Martínez Cámara et al.
- SemEval-2025 Task 9: The Food Hazard Detection Challenge ↗Korbinian Randl, John Pavlopoulos, Aron Henriksson et al.
- SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation ↗Xinye Yang, Kalina Bontcheva, Xingyi Song
- Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning ↗Juan Pérez, Santiago Lares
- SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection ↗Elisei Rykov, Valerii Olisov, Maksim Savkin et al.
- Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection ↗Joseph Le, Hannah Cui, James Zhang
- Swushroomsia at SemEval-2025 Task 3: Probing LLMs' Collective Intelligence for Multilingual Hallucination Detection ↗Sandra Mitrović, Joseph Cornelius, David Kletz et al.
- SyntaxMind at SemEval-2025 Task 11: BERT Base Multi-label Emotion Detection Using Gated Recurrent Unit ↗Md. Shihab Uddin Riad, Mohammad Aman Ullah
- 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 et al.
- TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval ↗Prasanna Devadiga, Arya Suneesh, Pawan Rajpoot et al.
- 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
- TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification ↗Miriam Anschütz, Ekaterina Gikalo, Niklas Herbster et al.
- TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ↗Ekaterina Antropova, Egor Kratkov, Roman Derunets et al.
- TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ↗Harsh Bansal, Aman Raj, Akshit Sharma et al.
- Tarbiat_Modares_SemEval2025_Task11_MultiLabel_Emotion_TransferLearning ↗Sara Bourbour, Maryam Gheysari, Amin Saeidi Kelishami et al.
- 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.
- TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval ↗Aleksei Dorkin, Kairit Sirts
- Team A at SemEval-2025 Task 11: Breaking Language Barriers in Emotion Detection with Multilingual Models ↗P Sam Sahil, Anupam Jamatia
- Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs ↗Daniel Lee, Harsh Sharma, Jieun Han 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
- Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data ↗Xinyuan Mo, Nikolay Vorontsov, Tiankai Zang
- Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ↗Mohamed-Nour Eljadiri, Diana Nurbakova
- Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT ↗Yutong Wang, Diana Nurbakova, Sylvie Calabretto
- Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection ↗Kimberly Sharp, Sofia Kathmann, Amelie Rüeck
- Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing ↗Jiyan Liu, Youzheng Liu, Taihang Wang et al.
- Team UBD at SemEval-2025 Task 11: Balancing Class and Task Importance for Emotion Detection ↗Cristian Daniel Păduraru
- Team Unibuc - NLP at SemEval-2025 Task 11: Few-shot text-based emotion detection ↗Teodor-George Marchitan, Claudiu Creanga, Liviu P. Dinu
- TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules ↗Vishal S, Rajalakshmi Sivanaiah, Angel Deborah S
- TechSSN3 at SemEval-2025 Task 9: Food Hazard and Product Detection - Category Identification and Vector Prediction ↗Rajalakshmi Sivanaiah, Karpagavalli S, Karthikeyan S et al.
- TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ↗Shiquan Wang, Mengxiang Li, Shengxiong Peng et al.
- TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models ↗Sishi Xiong, Mengxiang Li, Dakai Wang et al.
- Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language Models ↗Mikiyas Eyasu, Wendmnew Sitot Abebaw, Nida Hafeez et al.
- Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models ↗Zafar Sarif, Md Sharib Akhtar, Abhishek Das et al.
- Transformer25 at SemEval-2025 Task 1: A similarity-based approach ↗Wiebke Petersen, Lara Eulenpesch, Ann Piho et al.
- Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance ↗Jingyu Han, Megan Horikawa, Suvi Lehtosalo
- TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ↗Yue Yu, Jiarong Tang, Ruitong Liu
- Tuebingen at SemEval-2025 Task 10: Class Weighting, External Knowledge and Data Augmentation in BERT Models ↗Özlem Karabulut, Soudabeh Eslami, Ali Gharaee et al.
- UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation ↗Ning Shi, David Basil, Bradley Hauer et al.
- 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 et al.
- UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ↗Judith Clymo, Adam Zernik, Shubham Gaur
- 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.
- UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data ↗Neng Wan, Sicong Huang, Esha Ubale et al.
- UMUTeam at SemEval-2025 Task 1: Leveraging Multimodal and Large Language Model for Identifying and Ranking Idiomatic Expressions ↗Ronghao Pan, Tomás Bernal-Beltrán, José Antonio García-Díaz et al.
- UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models ↗Ronghao Pan, Tomás Bernal-Beltrán, José Antonio García-Díaz et al.
- UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy ↗Ronghao Pan, Tomás Bernal-Beltrán, José Antonio García-Díaz et al.
- UNEDTeam at SemEval-2025 Task 10: Zero-Shot Narrative Classification ↗Jesus M. Fraile-Hernandez, Anselmo Peñas
- 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
- UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. ↗Melissa Moreno Novoa, Edwin Puertas, Juan Carlos Martinez-Santos
- UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ↗Ladislav Lenc, Daniel Cífka, Jiri Martinek et al.
- UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ↗Michelle Wastl, Jannis Vamvas, Rico Sennrich
- UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection ↗Mobin Barfi, Sajjad Mehrpeyma, Nasser Mozayani
- UniBuc at SemEval-2025 Task 9: Similarity Approaches to Classification ↗Marius Micluta-Campeanu
- 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 et al.
- UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection ↗Frances Adriana Laureano De Leon, Yixiao Wang, Yue Feng et al.
- UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ↗Thanet Markchom, Tong Wu, Liting Huang et al.
- Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss ↗Zhuoang Cai, Zhenghao Li, Yang Liu et al.
- VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text ↗Danileth Almanza Gonzalez, Edwin Puertas, Juan Carlos Martinez-Santos
- VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT ↗Daniel Peña Gnecco, Juan Carlos Martinez Santos, Edwin Puertas
- VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations ↗Anderson Morillo, Edwin Puertas, Juan Carlos Martinez Santos
- VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards ↗Andrea Menco Tovar, Edwin Puertas, Juan Carlos Martinez-Santos
- Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ↗Amirmohammad Azadi, Sina Zamani, Mohammadmostafa Rostamkhani et al.
- WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models ↗Ruhollah Ahmadi, Hossein Zeinali
- XLM-Muriel at SemEval-2025 Task 11: Hard Parameter Sharing for Multi-lingual Multi-label Emotion Detection ↗Pouya Hosseinzadeh, Mohammad Mehdi Ebadzadeh, Hossein Zeinali
- YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning ↗Yang Chen, Zheyang Luo, Zhiwen Tang
- 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 et al.
- YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers ↗Hao Yang, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ↗Liu Lei, You Zhang, Jin Wang et al.
- YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation ↗Hao Li, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT ↗Hong Jiang, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification ↗Dehui Deng, You Zhang, Jin Wang et al.
- YNU-HPCC at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-checked Claim Retrieval ↗Yuheng Mao, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ↗Kaiwen Hu, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection ↗Shen Chen, Jin Wang, Xuejie Zhang
- YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification ↗Qiangyu Tan, Yuhang Cui, Zhiwen Tang
- YNWA_PZ at SemEval-2025 Task 11: Multilingual Multi-Label Emotion Classification ↗Mohammad Sadegh Poulaei, Mohammad Erfan Zare, Mohammad Reza Mohammadi et al.
- ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. ↗Haoming Xu, Shuxun Wang, Yanqiu Zhao et al.
- Zero at SemEval-2025 Task 11: Multilingual Emotion Classification with BERT Variants: A Comparative Study ↗Revanth Gundam, Abhinav Marri, Radhika Mamidi
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