MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Hikal, Baraa, Nasreldin, Ahmed, Hamdi, Ali |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems
by: Hikal, Baraa, et al.
Published: (2025)
by: Hikal, Baraa, et al.
Published: (2025)
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors
by: Hikal, Baraa, et al.
Published: (2025)
by: Hikal, Baraa, et al.
Published: (2025)
LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment Analysis
by: Hikal, Baraa, et al.
Published: (2026)
by: Hikal, Baraa, et al.
Published: (2026)
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection
by: Vemula, Saketh Reddy, et al.
Published: (2025)
by: Vemula, Saketh Reddy, et al.
Published: (2025)
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes
by: Vázquez, Raúl, et al.
Published: (2025)
by: Vázquez, Raúl, et al.
Published: (2025)
ATLANTIS at SemEval-2025 Task 3: Detecting Hallucinated Text Spans in Question Answering
by: Kobus, Catherine, et al.
Published: (2025)
by: Kobus, Catherine, et al.
Published: (2025)
AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection
by: Karkani, Dimitra, et al.
Published: (2025)
by: Karkani, Dimitra, et al.
Published: (2025)
UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output
by: Huang, Sicong, et al.
Published: (2025)
by: Huang, Sicong, et al.
Published: (2025)
CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation
by: Liu, Xu, et al.
Published: (2025)
by: Liu, Xu, et al.
Published: (2025)
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
by: Borra, Federico, et al.
Published: (2024)
by: Borra, Federico, et al.
Published: (2024)
SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization
by: Naseem, Usman, et al.
Published: (2026)
by: Naseem, Usman, et al.
Published: (2026)
SemEval-2025 Task 9: The Food Hazard Detection Challenge
by: Randl, Korbinian, et al.
Published: (2025)
by: Randl, Korbinian, et al.
Published: (2025)
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation
by: Islam, Baharul, et al.
Published: (2025)
by: Islam, Baharul, et al.
Published: (2025)
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models
by: Lee, DongGeon, et al.
Published: (2025)
by: Lee, DongGeon, et al.
Published: (2025)
HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection
by: Abdallah, Mohamed A., et al.
Published: (2025)
by: Abdallah, Mohamed A., et al.
Published: (2025)
OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data
by: Wei, Chengcheng, et al.
Published: (2024)
by: Wei, Chengcheng, et al.
Published: (2024)
YEZE at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization via Heterogeneous Ensembling
by: Guo, Fengze, et al.
Published: (2026)
by: Guo, Fengze, et al.
Published: (2026)
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
by: Peng, Qiwei, et al.
Published: (2025)
by: Peng, Qiwei, et al.
Published: (2025)
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
by: Lenc, Ladislav, et al.
Published: (2025)
by: Lenc, Ladislav, et al.
Published: (2025)
Team A at SemEval-2025 Task 11: Breaking Language Barriers in Emotion Detection with Multilingual Models
by: Sahil, P Sam, et al.
Published: (2025)
by: Sahil, P Sam, et al.
Published: (2025)
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
by: Muhammad, Shamsuddeen Hassan, et al.
Published: (2025)
by: Muhammad, Shamsuddeen Hassan, et al.
Published: (2025)
TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification
by: Anschütz, Miriam, et al.
Published: (2025)
by: Anschütz, Miriam, et al.
Published: (2025)
HausaNLP at SemEval-2025 Task 3: Towards a Fine-Grained Model-Aware Hallucination Detection
by: Bala, Maryam, et al.
Published: (2025)
by: Bala, Maryam, et al.
Published: (2025)
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection
by: Wang, Yuxia, et al.
Published: (2024)
by: Wang, Yuxia, et al.
Published: (2024)
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection
by: De Leon, Frances Laureano, et al.
Published: (2025)
by: De Leon, Frances Laureano, et al.
Published: (2025)
HausaNLP at SemEval-2025 Task 11: Hausa Text Emotion Detection
by: Sani, Sani Abdullahi, et al.
Published: (2025)
by: Sani, Sani Abdullahi, et al.
Published: (2025)
SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection
by: Rykov, Elisei, et al.
Published: (2024)
by: Rykov, Elisei, et al.
Published: (2024)
mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection
by: Macko, Dominik, et al.
Published: (2026)
by: Macko, Dominik, et al.
Published: (2026)
Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
by: Azadi, Amirmohammad, et al.
Published: (2025)
by: Azadi, Amirmohammad, et al.
Published: (2025)
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification
by: Singh, Iknoor, et al.
Published: (2025)
by: Singh, Iknoor, et al.
Published: (2025)
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection
by: Allen, Bradley P., et al.
Published: (2024)
by: Allen, Bradley P., et al.
Published: (2024)
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models
by: Xue, Jieying, et al.
Published: (2025)
by: Xue, Jieying, et al.
Published: (2025)
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing
by: Kluge, Lisa, et al.
Published: (2025)
by: Kluge, Lisa, et al.
Published: (2025)
MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness
by: Goswami, Dhiman, et al.
Published: (2024)
by: Goswami, Dhiman, et al.
Published: (2024)
MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thoughts
by: Raihan, Md Nishat, et al.
Published: (2024)
by: Raihan, Md Nishat, et al.
Published: (2024)
Tübingen-CL at SemEval-2024 Task 1:Ensemble Learning for Semantic Relatedness Estimation
by: Zhang, Leixin, et al.
Published: (2024)
by: Zhang, Leixin, et al.
Published: (2024)
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT
by: Hong, Jiaying, et al.
Published: (2025)
by: Hong, Jiaying, et al.
Published: (2025)
LTG at SemEval-2025 Task 10: Optimizing Context for Classification of Narrative Roles
by: Rønningstad, Egil, et al.
Published: (2025)
by: Rønningstad, Egil, et al.
Published: (2025)
PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data Augmentation
by: Pulipaka, Srikar Kashyap
Published: (2026)
by: Pulipaka, Srikar Kashyap
Published: (2026)
BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification
by: Papadopoulou, Foteini, et al.
Published: (2025)
by: Papadopoulou, Foteini, et al.
Published: (2025)
Similar Items
-
Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems
by: Hikal, Baraa, et al.
Published: (2025) -
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors
by: Hikal, Baraa, et al.
Published: (2025) -
LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment Analysis
by: Hikal, Baraa, et al.
Published: (2026) -
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection
by: Vemula, Saketh Reddy, et al.
Published: (2025) -
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes
by: Vázquez, Raúl, et al.
Published: (2025)