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Large Language Models

9,067 papers

Papers per year

Papers

FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models COLING 2025
Style Over Substance: Evaluation Biases for Large Language Models COLING 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task COLING 2025
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution COLING 2025
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025
Towards the Machine Translation of Scientific Neologisms COLING 2025
From Generalist to Specialist: A Survey of Large Language Models for Chemistry COLING 2025
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs COLING 2025
Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs COLING 2025
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025
Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo COLING 2025
A Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level Translation COLING 2025
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025
Cognitive Biases, Task Complexity, and Result Interpretability in Large Language Models COLING 2025
Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech COLING 2025
Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025
What’s Wrong? Refining Meeting Summaries with LLM Feedback COLING 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025