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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Nayana OCR: A Scalable Framework for Document OCR in Low-Resource Languages NAACL 2025
Fostering Digital Inclusion for Low-Resource Nigerian Languages: A Case Study of Igbo and Nigerian Pidgin NAACL 2025
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service NAACL 2025
Parallel Corpora for Machine Translation in Low-Resource Indic Languages: A Comprehensive Review NAACL 2025
Limitations of Religious Data and the Importance of the Target Domain: Towards Machine Translation for Guinea-Bissau Creole NAACL 2025
Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025
Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025
Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025
Investigating Adapters for Parameter-efficient Low-resource Automatic Speech Recognition NAACL 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection ACL 2025
SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods ACL 2025
Towards Generalizable Scene Change Detection CVPR 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025
Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025
On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
Field to Model: Pairing Community Data Collection with Scalable NLP through the LiFE Suite ACL 2025
Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025
MobileViCLIP: An Efficient Video-Text Model for Mobile Devices ICCV 2025
Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025
IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages ACL 2025