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instruction tuning

923 papers

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Papers

ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025 AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025 AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents ACL 2025 An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025 An Exploration of Knowledge Editing for Arabic EMNLP 2025 API Pack: A Massive Multi-Programming Language Dataset for API Call Generation ICLR 2025 AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 A Recipe For Building a Compliant Real Estate Chatbot COLING 2025 ART: Adaptive Relation Tuning for Generalized Relation Prediction ICCV 2025 A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025 A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification COLING 2025 Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025 Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025 Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025 A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025 AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling EMNLP 2025 Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts ACL 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025 Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025 BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation AACL 2025