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Transfer Learning

3884 directly classified papers

Papers per year

Papers

“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
MTLS: Making Texts into Linguistic Symbols EMNLP 2024
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform NIPS 2024
Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models EMNLP 2024
Retrieved Sequence Augmentation for Protein Representation Learning EMNLP 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations NIPS 2024
Table Question Answering for Low-resourced Indic Languages EMNLP 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
Question Translation Training for Better Multilingual Reasoning ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
Bridging Child-Centered Speech Language Identification and Language Diarization via Phonetics INTERSPEECH 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders INTERSPEECH 2024
Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ACL 2024
DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ACL 2024
Cross-Lingual Knowledge Editing in Large Language Models ACL 2024