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Transfer Learning

8,078 papers

Papers per year

Papers

Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020
Learning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing AAAI 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation AAAI 2020
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs AAAI 2020
Monolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation AAAI 2020
Learning to Learn Morphological Inflection for Resource-Poor Languages AAAI 2020
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages AAAI 2020
Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification AAAI 2020
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction AAAI 2020
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation AAAI 2020
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation AAAI 2020
Low Resource Sequence Tagging with Weak Labels AAAI 2020
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings AAAI 2020
Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation AAAI 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation AAAI 2020
Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation AAAI 2020
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction AAAI 2020
Alternating Language Modeling for Cross-Lingual Pre-Training AAAI 2020
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification AAAI 2020
Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020
Planning with Abstract Learned Models While Learning Transferable Subtasks AAAI 2020
Deep Bayesian Nonparametric Learning of Rules and Plans from Demonstrations with a Learned Automaton Prior AAAI 2020
Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift AAAI 2020