instruction tuning

Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024 MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024 MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning NAACL 2024 MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NeurIPS 2024 MMedAgent: Learning to Use Medical Tools with Multi-modal Agent EMNLP 2024 Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models ICLR 2024 Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca EACL 2024 mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration CVPR 2024 Multilingual Instruction Tuning With Just a Pinch of Multilinguality ACL 2024 Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly NAACL 2024 Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024 Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NeurIPS 2024 Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024 Multi-Objective Linguistic Control of Large Language Models ACL 2024 MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World CVPR 2024 Multi-Task Transfer Matters During Instruction-Tuning ACL 2024 “My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models ACL 2024 NEFTune: Noisy Embeddings Improve Instruction Finetuning ICLR 2024 nicolay-r at SemEval-2024 Task 3: Using Flan-T5 for Reasoning Emotion Cause in Conversations with Chain-of-Thought on Emotion States SemEval 2024 NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations SemEval 2024 NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024 Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation EMNLP 2024 OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024 OctoPack: Instruction Tuning Code Large Language Models ICLR 2024 OdiaGenAI’s Participation in WMT2024 English-to-Low Resource Multimodal Translation Task EMNLP 2024