conftrace_

instruction tuning

838 papers

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IT

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large language model (13587) language model (4599) multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) vision-language model (2348) low-resource language (2273) few-shot learning (3398) in-context learning (1405) multimodal large language model (966)

Papers

PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts ACL 2025
Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025
Sources of Disagreement in Data for LLM Instruction Tuning COLING 2025
Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ACL 2025
Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025
Continual Learning of Large Language Models EMNLP 2025
How to Train Long-Context Language Models (Effectively) ACL 2025
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025
NAVER LABS Europe Submission to the Instruction-following Track ACL 2025
On the Impacts of Contexts on Repository-Level Code Generation NAACL 2025
Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025
Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025
Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
Stronger Models are Not Always Stronger Teachers for Instruction Tuning NAACL 2025
Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance NAACL 2025
Fine-Tuning Large Language Models with Sequential Instructions NAACL 2025
Pula: Training Large Language Models for Setswana NAACL 2025
ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025
CultureInstruct: Curating Multi-Cultural Instructions at Scale NAACL 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025
Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque NAACL 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ACL 2025