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Large Language Models

9,067 papers

Papers per year

Papers

Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025
Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media ACL 2025
SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection ACL 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models ACL 2025
Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection ACL 2025
I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025
TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025
UNEDTeam at SemEval-2025 Task 10: Zero-Shot Narrative Classification ACL 2025
DUTIR at SemEval-2025 Task 10: A Large Language Model-based Approach for Entity Framing in Online News ACL 2025
UWBa at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval ACL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA ACL 2025
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT ACL 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ACL 2025
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs ACL 2025
Heimerdinger at SemEval-2025 Task 11: A Multi-Agent Framework for Perceived Emotion Detection in Multilingual Text ACL 2025
Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models ACL 2025
DUTtask10 at SemEval-2025 Task 10: ThoughtFlow: Hierarchical Narrative Classification via Stepwise Prompting ACL 2025
LTG at SemEval-2025 Task 10: Optimizing Context for Classification of Narrative Roles ACL 2025
CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation ACL 2025
NEKO at SemEval-2025 Task 4: A Gradient Ascent Based Machine Unlearning Strategy ACL 2025
Team Unibuc - NLP at SemEval-2025 Task 11: Few-shot text-based emotion detection ACL 2025
MRT at SemEval-2025 Task 8: Maximizing Recovery from Tables with Multiple Steps ACL 2025
CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts ACL 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention ACL 2025