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Transfer Learning

3,884 papers

Papers per year

Papers

Machine Translation Robustness to Natural Asemantic Variation EMNLP 2022
WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia EMNLP 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval COLING 2022
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation CVPR 2022
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models INTERSPEECH 2022
Multilingual Word Sense Disambiguation with Unified Sense Representation COLING 2022
Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America COLING 2022
AI-Driven Road Condition Monitoring across Multiple Nations AAAI 2022
GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots CORL 2022
DREAM: Improving Situational QA by First Elaborating the Situation NAACL 2022
Transfer and Marginalize: Explaining Away Label Noise with Privileged Information ICML 2022
Hierarchical Recurrent Aggregative Generation for Few-Shot NLG ACL 2022
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings INTERSPEECH 2022
MECI: A Multilingual Dataset for Event Causality Identification COLING 2022
KALA: Knowledge-Augmented Language Model Adaptation NAACL 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022
Revisiting the Effects of Leakage on Dependency Parsing ACL 2022
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022
Cross-lingual Few-Shot Learning on Unseen Languages IJCNLP 2022
Accelerating Certified Robustness Training via Knowledge Transfer NIPS 2022
Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition NAACL 2022
What Language Model to Train if You Have One Million GPU Hours? EMNLP 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NIPS 2022
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022