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How Transferable are Neural Networks in NLP Applications?
Lili Mou
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Zhao Meng
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Rui Yan
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Ge Li
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Yan Xu
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Lu Zhang
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Zhi Jin
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Paper Details:
Month: November
Year: 2016
Location: Austin, Texas
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text
Junjie Xing
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Kenny Zhu
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Shaodian Zhang
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Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae
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André F. T. Martins
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Claire Cardie
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Neural Adaptation Layers for Cross-domain Named Entity Recognition
Bill Yuchen Lin
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Wei Lu
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Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel
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Anders Søgaard
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Supervised and Unsupervised Transfer Learning for Question Answering
Yu-An Chung
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Hung-Yi Lee
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James Glass
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Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators
Cen Chen
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Yinfei Yang
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Jun Zhou
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Xiaolong Li
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Forrest Sheng Bao
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Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents
Anuj Kumar Goyal
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Angeliki Metallinou
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Spyros Matsoukas
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Question Answering through Transfer Learning from Large Fine-grained Supervision Data
Sewon Min
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Minjoon Seo
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Hannaneh Hajishirzi
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Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce
Minghui Qiu
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Liu Yang
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Feng Ji
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Wei Zhou
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Jun Huang
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Haiqing Chen
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Bruce Croft
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Wei Lin
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Neural Paraphrase Generation using Transfer Learning
Florin Brad
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Traian Rebedea
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Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models
Mayank Kulkarni
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Kristy Boyer
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https://sites.google.com/site/transfernlp/
https://drive.google.com/file/d/
https://www.cs.cornell.edu/people/pabo/
http://cogcomp.cs.illinois.edu/Data/QA/QC/
http://nlp.stanford.edu/projects/snli/
http://http://alt.qcri.org/semeval2014/task1/
http://research.microsoft.com/en-us/downloads/
Field Of Study
Linguistic Trends
Embeddings
Task
Sentiment Analysis
Language
English
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