← Learning Types
Machine Learning › Learning Types ›

Transfer Learning

3884 directly classified papers

Papers per year

Papers

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024
Question Translation Training for Better Multilingual Reasoning ACL 2024
Investigating Cultural Alignment of Large Language Models ACL 2024
Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ACL 2024
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024
FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024
Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ACL 2024
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models ACL 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SEMEVAL 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024
Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms ACL 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysis SEMEVAL 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024