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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Shallow Parsing for Nepal Bhasa Complement Clauses ACL 2022
DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce ACL 2022
Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs ACL 2022
SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022
Recycle Your Wav2Vec2 Codebook: A Speech Perceiver for Keyword Spotting COLING 2022
Benefiting from Language Similarity in the Multilingual MT Training: Case Study of Indonesian and Malaysian COLING 2022
Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022
Disfluency Detection for Vietnamese COLING 2022
Transfer Learning Improves French Cross-Domain Dialect Identification: NRC @ VarDial 2022 COLING 2022
Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference CVPR 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
DATA: Domain-Aware and Task-Aware Self-Supervised Learning CVPR 2022
Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection COLING 2022
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation COLING 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations NAACL 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling INTERSPEECH 2022
Scaling Up Vision-Language Pre-Training for Image Captioning CVPR 2022