← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Transfer Learning

8078 directly classified papers

Papers per year

Papers

Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions ACL 2019
One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019
Testing the Generalization Power of Neural Network Models across NLI Benchmarks ACL 2019
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019
KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019
Transfer Learning for Causal Sentence Detection ACL 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019
CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction ACL 2019
From Bilingual to Multilingual Neural Machine Translation by Incremental Training ACL 2019
Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019
Large-Scale Transfer Learning for Natural Language Generation ACL 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese ACL 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019
Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ACL 2019
Massively Multilingual Transfer for NER ACL 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis IJCNLP 2019
Pre-Training BERT on Domain Resources for Short Answer Grading IJCNLP 2019
Generating Personalized Recipes from Historical User Preferences IJCNLP 2019
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation IJCNLP 2019