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

Large Language Models as Realistic Microservice Trace Generators EMNLP 2025
iMOVE : Instance-Motion-Aware Video Understanding ACL 2025
Open-World Attribute Mining for E-Commerce Products with Multimodal Self-Correction Instruction Tuning ACL 2025
Personalize Your LLM: Fake it then Align it NAACL 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ACL 2025
Rethinking Table Instruction Tuning ACL 2025
Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025
Diversification Catalyzes Language Models’ Instruction Generalization To Unseen Semantics ACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection ACL 2025
JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning EMNLP 2025
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation EMNLP 2025
InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning COLING 2025
A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction COLING 2025
ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025
Improved Sparse Upcycling for Instruction Tuning COLING 2025
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025
Federated Data-Efficient Instruction Tuning for Large Language Models ACL 2025
FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models ACL 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning ACL 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation ACL 2025
A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025
Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ACL 2025