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Large Language Models

9,067 papers

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Papers

Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025
Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost COLING 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025
An Automatic Method to Estimate Correctness of RAG COLING 2025
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025
Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025
Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025
Benchmarking Whisper for Low-Resource Speech Recognition: An N-Shot Evaluation on Pashto, Punjabi, and Urdu COLING 2025
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025
1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025
Homophonic Pun Generation in Code Mixed Hindi English COLING 2025
Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection COLING 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval COLING 2025
Automated Translation of Islamic Literature Using Large Language Models: Al-Shamela Library Application COLING 2025
Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models COLING 2025
Sources of Disagreement in Data for LLM Instruction Tuning COLING 2025
FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression COLING 2025
JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements COLING 2025
ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting COLING 2025
Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025