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Large Language Models

9,067 papers

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Papers

CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues COLING 2025
JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models COLING 2025
Continual Learning Using Only Large Language Model Prompting COLING 2025
Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs COLING 2025
Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025
Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering COLING 2025
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination COLING 2025
Why Does ChatGPT “Delve” So Much? Exploring the Sources of Lexical Overrepresentation in Large Language Models COLING 2025
LOLA – An Open-Source Massively Multilingual Large Language Model COLING 2025
IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam COLING 2025
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025
Argument Mining with Fine-Tuned Large Language Models COLING 2025
HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese COLING 2025
LLM4RE: A Data-centric Feasibility Study for Relation Extraction COLING 2025
Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025
LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics COLING 2025
The Invalsi Benchmarks: measuring the Linguistic and Mathematical understanding of Large Language Models in Italian COLING 2025
A Framework for Effective Invocation Methods of Various LLM Services COLING 2025
Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task COLING 2025
Language Adaptation of Large Language Models: An Empirical Study on LLaMA2 COLING 2025
In-context Continual Learning Assisted by an External Continual Learner COLING 2025
RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems COLING 2025
Large Language Model-Based Event Relation Extraction with Rationales COLING 2025
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025
Aligning LLMs with Individual Preferences via Interaction COLING 2025