conftrace_

instruction fine-tuning

100 papers

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Also known as

IFT

Co-occurring keywords

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

Instruction-tuned QwenChart for Chart Question Answering ACL 2025
E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 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
When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages COLING 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025
Making Large Vision Language Models to Be Good Few-Shot Learners AAAI 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
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models NAACL 2025
VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection NAACL 2025
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning NAACL 2025
WenyanGPT: A Large Language Model for Classical Chinese Tasks IJCAI 2025
JNLP at SemEval-2025 Task 1: Multimodal Idiomaticity Representation with Large Language Models SEMEVAL 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025
ArgInstruct: Specialized Instruction Fine-Tuning for Computational Argumentation ACL 2025
JNLP at SemEval-2025 Task 1: Multimodal Idiomaticity Representation with Large Language Models ACL 2025
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models EMNLP 2024