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

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations NAACL 2024
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety NAACL 2024
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks EMNLP 2024
Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024
Outcome-Constrained Large Language Models for Countering Hate Speech EMNLP 2024
Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? EMNLP 2024
CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024
Speechworthy Instruction-tuned Language Models EMNLP 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback EMNLP 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024
Towards Learning a Generalist Model for Embodied Navigation CVPR 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024
LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model CVPR 2024
IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024
LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024