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Large Language Models

9,067 papers

Papers per year

Papers

KnowledgePrompts: Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting COLING 2025
C3LRSO: A Chinese Corpus for Complex Logical Reasoning in Sentence Ordering COLING 2025
Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models COLING 2025
Learning from Impairment: Leveraging Insights from Clinical Linguistics in Language Modelling Research COLING 2025
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs COLING 2025
How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025
Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts COLING 2025
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering COLING 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
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
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025
Synthetic Paths to Integral Truth: Mitigating Hallucinations Caused by Confirmation Bias with Synthetic Data COLING 2025
Unlike “Likely”, “Unlike” is Unlikely: BPE-based Segmentation hurts Morphological Derivations in LLMs COLING 2025
LLMs meet Bloom’s Taxonomy: A Cognitive View on Large Language Model Evaluations COLING 2025
OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset COLING 2025
When Evolution Strategy Meets Language Models Tuning COLING 2025
An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models COLING 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation COLING 2025
On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Evaluation Framework COLING 2025