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

STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025
A Recipe For Building a Compliant Real Estate Chatbot COLING 2025
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025
LimaCost: Data Valuation for Instruction Tuning of Large Language Models EMNLP 2025
Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines ACL 2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only ACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion ACL 2025
SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ACL 2025
ART: Adaptive Relation Tuning for Generalized Relation Prediction ICCV 2025
SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation NAACL 2025
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space ACL 2025
Personalize Your LLM: Fake it then Align it NAACL 2025
Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair ACL 2025
An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025
WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads NAACL 2025
VideoSetDiff: Identifying and Reasoning Similarities and Differences in Similar Videos ICCV 2025
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025