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Large Language Models

2678 directly classified papers

Papers per year

Papers

PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection ACL 2025
Samsung Research Poland at SemEval-2025 Task 8: LLM ensemble methods for QA over tabular data ACL 2025
OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition ACL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data ACL 2025
AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection ACL 2025
CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval ACL 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation ACL 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025
VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs ACL 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog ACL 2025
PROTECT: Policy-Related Organizational Value Taxonomy for Ethical Compliance and Trust ACL 2025
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025
UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet ACL 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025
LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025
DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025
CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025