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

Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ACL 2024
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024
Multilingual Instruction Tuning With Just a Pinch of Multilinguality ACL 2024
Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024
AgentTuning: Enabling Generalized Agent Abilities for LLMs ACL 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024
Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024
Multi-Objective Linguistic Control of Large Language Models ACL 2024
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024
VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool ACL 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings ACL 2024
WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV ACL 2024
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles ACL 2024
CRAFT: Extracting and Tuning Cultural Instructions from the Wild ACL 2024
NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024
Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts ACL 2024
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ACL 2024
RECOST: External Knowledge Guided Data-efficient Instruction Tuning ACL 2024
AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024