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Large Language Models

6,405 papers

Papers per year

Papers

LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025
SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment COLING 2025
Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025
Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models COLING 2025
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding COLING 2025
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025
TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025
What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025
EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025
Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025
CULTURALLY YOURS: A Reading Assistant for Cross-Cultural Content COLING 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025
RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025
Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking COLING 2025
PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025
Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders COLING 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size COLING 2025