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

Development of Pre-Trained Transformer-based Models for the Nepali Language COLING 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding 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
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025
AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025
Exploring the Impact of Instruction-Tuning on LLM’s Susceptibility to Misinformation ACL 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025
A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025
A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models NAACL 2025
ReadCtrl: Personalizing text generation with readability-controlled instruction learning NAACL 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
On the Transferability of Causal Knowledge for Language Models NAACL 2025
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025