conftrace_

instruction fine-tuning

100 papers

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Also known as

IFT

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large language model (13587) instruction tuning (838) language model (4599) low-resource language (2273) multimodal learning (4645) zero-shot learning (3650) in-context learning (1405) machine translation (2499) transfer learning (5449) multilingual language model (444)

Papers

Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application EACL 2026
UniBO at MWE-2026 PARSEME 2.0 Subtask 2: A Cross-lingual Approach to Multiword Expression Paraphrasing EACL 2026
Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning ACL 2026
Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs AAAI 2026
DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management ACL 2026
A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025
SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models NAACL 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 2025
K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025
NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025
Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025
Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency AAAI 2025
Making Large Vision Language Models to Be Good Few-Shot Learners AAAI 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025