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

Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance AACL 2025
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian AACL 2025
An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025
PALO: A Polyglot Large Multimodal Model for 5B People WACV 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models SEMEVAL 2025
WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models SEMEVAL 2025
Emotion Train at SemEval-2025 Task 11: Comparing Generative and Discriminative Models in Emotion Recognition SEMEVAL 2025
VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025
SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025
ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch EMNLP 2025
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025
TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context IJCNLP 2025
SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025
Human Motion Instruction Tuning CVPR 2025
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation EMNLP 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025
Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning EMNLP 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts ACL 2025