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

Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models ICCV 2025
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning IJCAI 2025
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
Instruction-tuned QwenChart for Chart Question Answering ACL 2025
Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025
Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing ACL 2025
Federated Data-Efficient Instruction Tuning for Large Language Models ACL 2025
NYCU-NLP at SemEval-2025 Task 11: Assembling Small Language Models for Multilabel Emotion Detection and Intensity Prediction ACL 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution COLING 2025
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025
A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification COLING 2025
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations COLING 2025
Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025
Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ACL 2025
Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ACL 2025
Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025
Scalable Vision Language Model Training via High Quality Data Curation ACL 2025
AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion COLING 2025