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Deep Learning
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Transfer Learning
2362 directly classified papers
Papers per year
2008: 1
2011: 1
2013: 6
2014: 4
2015: 11
2016: 21
2017: 48
2018: 83
2019: 184
2020: 296
2021: 309
2022: 356
2023: 320
2024: 366
2025: 348
2026: 8
Papers
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors
EMNLP 2022
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task
ACL 2022
Label Hallucination for Few-Shot Classification
AAAI 2022
Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing
AAAI 2022
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts
EMNLP 2022
The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task
ACL 2022
Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection
EMNLP 2022
Towards Cross-Domain Transferability of Text Generation Models for Legal Text
EMNLP 2022
Parameter-Efficient Legal Domain Adaptation
EMNLP 2022
Simultaneous Neural Machine Translation with Prefix Alignment
ACL 2022
Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability
CVPR 2022
Ancestor-to-Creole Transfer is Not a Walk in the Park
ACL 2022
A Benchmark for Neural Readability Assessment of Texts in Spanish
EMNLP 2022
Cross-lingual Inflection as a Data Augmentation Method for Parsing
ACL 2022
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation
CVPR 2022
Simple Multi-Dataset Detection
CVPR 2022
CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data
CVPR 2022
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification
CVPR 2022
Scaling Language Model Size in Cross-Device Federated Learning
ACL 2022
Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs
ACL 2022
PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages
ACL 2022
PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE
ACL 2022
TamilATIS: Dataset for Task-Oriented Dialog in Tamil
ACL 2022
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages
ACL 2022
Low-Resource Adaptation of Open-Domain Generative Chatbots
ACL 2022
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