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

FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025
MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP ACL 2025
BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models EMNLP 2024
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NIPS 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving NIPS 2024
MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs NIPS 2024
Empowering and Assessing the Utility of Large Language Models in Crop Science NIPS 2024
Instruction Tuning Large Language Models to Understand Electronic Health Records NIPS 2024
MAmmoTH2: Scaling Instructions from the Web NIPS 2024
Why are Visually-Grounded Language Models Bad at Image Classification? NIPS 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
SelfCodeAlign: Self-Alignment for Code Generation NIPS 2024
Cross-model Control: Improving Multiple Large Language Models in One-time Training NIPS 2024
Instruction Tuning With Loss Over Instructions NIPS 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024
Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL 2024
OceanGPT: A Large Language Model for Ocean Science Tasks ACL 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models ACL 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models ACL 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024