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Transfer Learning

8,166 papers

Papers per year

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Papers

Learning to Learn Semantic Parsers from Natural Language Supervision EMNLP 2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering EMNLP 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018
Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018
Challenges of Using Text Classifiers for Causal Inference EMNLP 2018
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification EMNLP 2018
Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018
Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018
What can we learn from Semantic Tagging? EMNLP 2018
The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification EMNLP 2018
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection EMNLP 2018
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018
When science journalism meets artificial intelligence : An interactive demonstration EMNLP 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018
Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? EMNLP 2018
Teaching Syntax by Adversarial Distraction EMNLP 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification EMNLP 2018
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification EMNLP 2018
DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention EMNLP 2018
An End-to-End Multi-task Learning Model for Fact Checking EMNLP 2018