conftrace_

instruction tuning

838 papers

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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

ChatQA: Surpassing GPT-4 on Conversational QA and RAG NIPS 2024
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NIPS 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NIPS 2024
A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CONLL 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
Aligning Large and Small Language Models via Chain-of-Thought Reasoning EACL 2024
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks EACL 2024
LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal Settings EACL 2024
Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification COLING 2024
Does the Order Matter? Curriculum Learning over Languages COLING 2024
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024
Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024
Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks COLING 2024
Spivavtor: An Instruction Tuned Ukrainian Text Editing Model COLING 2024
Leveraging LLMs for Post-OCR Correction of Historical Newspapers COLING 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024
mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning NAACL 2024
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning NAACL 2024
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models NAACL 2024
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning NAACL 2024