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Papers
Improving Instruct Models for Free: A Study on Partial Adaptation
EMNLP 2025
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback
ACL 2025
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance
IJCNLP 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
AAAI 2025
Improving Preference Alignment of LLM with Inference-Free Self-Refinement
EMNLP 2025
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian
IJCNLP 2025
InsBank: Evolving Instruction Subset for Ongoing Alignment
EMNLP 2025
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks
ACL 2025
InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning
COLING 2025
Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque
EMNLP 2025
Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization
EMNLP 2025
Instruction-tuned QwenChart for Chart Question Answering
ACL 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction
ACL 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines
ACL 2025
Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh
ACL 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
COLING 2025
InstructOCR: Instruction Boosting Scene Text Spotting
AAAI 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction
NAACL 2025
Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
ICLR 2025
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models
ACL 2025
InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct
AAAI 2025
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models
IJCNLP 2025
I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content
EMNLP 2025
Is `Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning
CVPR 2025
JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning
EMNLP 2025