Transfer Learning

Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018 Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract) IJCAI 2018 Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? EMNLP 2018 Domain Adaptation via Tree Kernel Based Maximum Mean Discrepancy for User Consumption Intention Identification IJCAI 2018 Double Path Networks for Sequence to Sequence Learning COLING 2018 DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications ACL 2018 Dysarthric Speech Classification Using Glottal Features Computed from Non-words, Words and Sentences Interspeech 2018 Effectiveness of Single-Channel BLSTM Enhancement for Language Identification Interspeech 2018 Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition MLHC 2018 Efficient Keyword Spotting Using Time Delay Neural Networks Interspeech 2018 ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System NAACL 2018 Embedding WordNet Knowledge for Textual Entailment COLING 2018 EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets SemEval 2018 Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning COLING 2018 Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition Interspeech 2018 End-to-End Graph-Based TAG Parsing with Neural Networks NAACL 2018 Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach SemEval 2018 EPUTION at SemEval-2018 Task 2: Emoji Prediction with User Adaption SemEval 2018 Examining Temporality in Document Classification ACL 2018 Experiments with Universal CEFR Classification NAACL 2018 Explicit Inductive Bias for Transfer Learning with Convolutional Networks ICML 2018 Exploiting Document Knowledge for Aspect-level Sentiment Classification ACL 2018 Exploiting Structure in Representation of Named Entities using Active Learning COLING 2018 Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation COLING 2018 Extracting Relationships by Multi-Domain Matching NeurIPS 2018