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Large Language Models

9,067 papers

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Papers

LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation COLING 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm Reasoning COLING 2025
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning COLING 2025
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025
MIDLM: Multi-Intent Detection with Bidirectional Large Language Models COLING 2025
Leveraging Language Models for Summarizing Mental State Examinations: A Comprehensive Evaluation and Dataset Release COLING 2025
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models COLING 2025
The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing COLING 2025
Intention Analysis Makes LLMs A Good Jailbreak Defender COLING 2025
Do Large Language Models Mirror Cognitive Language Processing? COLING 2025
Learning to Reason via Self-Iterative Process Feedback for Small Language Models COLING 2025
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025
Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain COLING 2025
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining COLING 2025
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation COLING 2025
Empirical Study of Zero-shot Keyphrase Extraction with Large Language Models COLING 2025
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels COLING 2025
Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025
Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models COLING 2025
Personalized Large Language Model Assistant with Evolving Conditional Memory COLING 2025
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema COLING 2025
Language Models at the Syntax-Semantics Interface: A Case Study of the Long-Distance Binding of Chinese Reflexive Ziji COLING 2025
Automated Progressive Red Teaming COLING 2025