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Large Language Models

6405 directly classified papers

Papers per year

Papers

Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025
DaCoM: Strategies to Construct Domain-specific Low-resource Language Machine Translation Dataset COLING 2025
An Automatic Method to Estimate Correctness of RAG COLING 2025
Learning to Rewrite Negation Queries in Product Search COLING 2025
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting COLING 2025
Can LLMs Verify Arabic Claims? Evaluating the Arabic Fact-Checking Abilities of Multilingual LLMs COLING 2025
Efficient Vocabulary Reduction for Small Language Models COLING 2025
RE-FIN: Retrieval-based Enrichment for Financial data COLING 2025
LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR COLING 2025
Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025
Sentiment Analysis of Arabic Tweets Using Large Language Models COLING 2025
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models COLING 2025
CULTURALLY YOURS: A Reading Assistant for Cross-Cultural Content COLING 2025
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025
PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing 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
A Recipe For Building a Compliant Real Estate Chatbot COLING 2025
Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems COLING 2025
LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025
DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SEMEVAL 2025