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Large Language Models

9,067 papers

Papers per year

Papers

GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models COLING 2025
VEEF-Multi-LLM: Effective Vocabulary Expansion and Parameter Efficient Finetuning Towards Multilingual Large Language Models COLING 2025
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning COLING 2025
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study COLING 2025
Perceive the Passage of Time: A Systematic Evaluation of Large Language Model in Temporal Relativity COLING 2025
Rule-KBQA: Rule-Guided Reasoning for Complex Knowledge Base Question Answering with Large Language Models COLING 2025
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede’s Cultural Dimensions COLING 2025
META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models COLING 2025
Can Large Language Models perform Relation-based Argument Mining? COLING 2025
Contextual Augmentation for Entity Linking using Large Language Models COLING 2025
Comparative Study of Multilingual Idioms and Similes in Large Language Models COLING 2025
Enhancing Discourse Parsing for Local Structures from Social Media with LLM-Generated Data COLING 2025
Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment COLING 2025
CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives COLING 2025
Enhancing Large Language Models for Document-Level Translation Post-Editing Using Monolingual Data COLING 2025
Integrating Visual Modalities with Large Language Models for Mental Health Support COLING 2025
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective COLING 2025
OVEL: Online Video Entity Linking COLING 2025
Multitask-Bench: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning COLING 2025
Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning COLING 2025
ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025
InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models COLING 2025
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study COLING 2025