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Large Language Models

9,067 papers

Papers per year

Papers

An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025
Development of Numerical Error Detection Tasks to Analyze the Numerical Capabilities of Language Models COLING 2025
Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning COLING 2025
Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition COLING 2025
Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts COLING 2025
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks COLING 2025
Dynamics of Instruction Fine-Tuning for Chinese Large Language Models COLING 2025
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models COLING 2025
LAiW: A Chinese Legal Large Language Models Benchmark COLING 2025
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema COLING 2025
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025
CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations COLING 2025
Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models COLING 2025
LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation COLING 2025
PERSONA: A Reproducible Testbed for Pluralistic Alignment COLING 2025
OpenFactCheck: Building, Benchmarking Customized Fact-Checking Systems and Evaluating the Factuality of Claims and LLMs COLING 2025
A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers COLING 2025
Streamlining Biomedical Research with Specialized LLMs COLING 2025
Reliable, Reproducible, and Really Fast Leaderboards with Evalica COLING 2025
EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs COLING 2025
RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation COLING 2025
sDPO: Don’t Use Your Data All at Once COLING 2025