conftrace_

instruction tuning

838 papers

Explore in graph

Also known as

IT

Co-occurring keywords

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

Leveraging LLMs for Bangla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation ACL 2025
ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch EMNLP 2025
Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing SEMEVAL 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts ACL 2025
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation ACL 2025
Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025
Efficient Domain Continual pretraining by Mitigating the Stability Gap ACL 2025
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ACL 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025
Conformity in Large Language Models ACL 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ACL 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models EMNLP 2025
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025
LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025
ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning EMNLP 2025
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025
The Price of Format: Diversity Collapse in LLMs EMNLP 2025
FINKRX: Establishing Best Practices for Korean Financial NLP ACL 2025