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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
Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens
ACL 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
ACL 2023
Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification
ACL 2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing
ACL 2023
Submission of USTC’s System for the IWSLT 2023 - Offline Speech Translation Track
ACL 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages
ACL 2023
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration
ACL 2023
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities
ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
ACL 2023
GMU Systems for the IWSLT 2023 Dialect and Low-resource Speech Translation Tasks
ACL 2023
BUT Systems for IWSLT 2023 Marathi - Hindi Low Resource Speech Translation Task
ACL 2023
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets
ACL 2023
ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks
ACL 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints
ACL 2023
Cross Contrasting Feature Perturbation for Domain Generalization
ICCV 2023
The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task
ACL 2023
Silver Syntax Pre-training for Cross-Domain Relation Extraction
ACL 2023
Deeply Coupled Cross-Modal Prompt Learning
ACL 2023
Domain Incremental Lifelong Learning in an Open World
ACL 2023
I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task
ACL 2023
XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding
ACL 2023
Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis
ACL 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation
ICCV 2023
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection
ACL 2023
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training
ACL 2023
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