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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
Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference
ACL 2021
AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding
ACL 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
ICML 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
ACL 2021
NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans
ACL 2021
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)
ACL 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation
ACL 2021
DAP: Detection-Aware Pre-Training With Weak Supervision
CVPR 2021
Self-Adapter at SemEval-2021 Task 10: Entropy-based Pseudo-Labeler for Source-free Domain Adaptation
ACL 2021
PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging
ACL 2021
DAAI at CASE 2021 Task 1: Transformer-based Multilingual Socio-political and Crisis Event Detection
ACL 2021
Many-to-English Machine Translation Tools, Data, and Pretrained Models
ACL 2021
VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval
CVPR 2021
A Fourier-Based Framework for Domain Generalization
CVPR 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks
ACL 2021
CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter
ACL 2021
Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution
CVPR 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models
ACL 2021
Lightweight Adapter Tuning for Multilingual Speech Translation
ACL 2021
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning
CVPR 2021
Improving Compositional Generalization in Classification Tasks via Structure Annotations
ACL 2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer
ACL 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights
ACL 2021
Anchor-based Bilingual Word Embeddings for Low-Resource Languages
ACL 2021
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World
CVPR 2021
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