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Transfer Learning

3884 directly classified papers

Papers per year

Papers

ASR for Low Resource and Multilingual Noisy Code-Mixed Speech INTERSPEECH 2023
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification INTERSPEECH 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa SEMEVAL 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SEMEVAL 2023
NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation SEMEVAL 2023
Samsung Research China - Beijing at SemEval-2023 Task 2: An AL-R Model for Multilingual Complex Named Entity Recognition SEMEVAL 2023
Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023
HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis SEMEVAL 2023
Learning to Predict Persona Information for Dialogue Personalization without Explicit Persona Description ACL 2023
Combining Multilingual Resources and Models to Develop State-of-the-Art E2E ASR for Swedish INTERSPEECH 2023
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023
Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023
GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023
Strategies for Improving Low Resource Speech to Text Translation Relying on Pre-trained ASR Models INTERSPEECH 2023
Japanese Lexical Complexity for Non-Native Readers: A New Dataset ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023
Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023
SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023
Efficient Training of Language Models using Few-Shot Learning ICML 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages INTERSPEECH 2023
Test-time Adaptation with Slot-Centric Models ICML 2023
PlayGround Low Resource Machine Translation System for the 2023 AmericasNLP Shared Task ACL 2023
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models ACL 2023