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

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation CVPR 2024
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024
MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World CVPR 2024
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024
TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding CVPR 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models CVPR 2024
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024
OneLLM: One Framework to Align All Modalities with Language CVPR 2024
Honeybee: Locality-enhanced Projector for Multimodal LLM CVPR 2024
Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs CVPR 2024
Step Differences in Instructional Video CVPR 2024
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models NIPS 2024
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning NIPS 2024
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding NIPS 2024
The Art of Saying No: Contextual Noncompliance in Language Models NIPS 2024
A Bayesian Approach to Data Point Selection NIPS 2024
DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NIPS 2024
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting AAAI 2024
UMIE: Unified Multimodal Information Extraction with Instruction Tuning AAAI 2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024
Improving Automatic VQA Evaluation Using Large Language Models AAAI 2024
VIGC: Visual Instruction Generation and Correction AAAI 2024
Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024
Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models ACL 2024