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transfer learning

5449 papers

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TL

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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

Parameter-Efficient Transfer Learning for NLP ICML 2019
MASS: Masked Sequence to Sequence Pre-training for Language Generation ICML 2019
BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning ICML 2019
Low Latency Privacy Preserving Inference ICML 2019
Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction AAAI 2019
Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data NAACL 2019
GlobalTrait: Personality Alignment of Multilingual Word Embeddings AAAI 2019
Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019
Transferable Neural Projection Representations NAACL 2019
Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources AAAI 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019
Bridging Machine Learning and Logical Reasoning by Abductive Learning NIPS 2019
On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset NIPS 2019
Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation EMNLP 2019
Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019
Investigating Multilingual NMT Representations at Scale EMNLP 2019
Cross-Lingual Machine Reading Comprehension EMNLP 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks EMNLP 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited EMNLP 2019
AMPERSAND: Argument Mining for PERSuAsive oNline Discussions EMNLP 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019
Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting EMNLP 2019
RACAI’s System at PharmaCoNER 2019 EMNLP 2019
Domain Differential Adaptation for Neural Machine Translation EMNLP 2019