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Instance Weighting for Domain Adaptation in NLP
Jing Jiang
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ChengXiang Zhai
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Paper Details:
Month: June
Year: 2007
Location: Prague, Czech Republic
Venue:
ACL |
Citations
URL
Machine Translation Quality Estimation Across Domains
José G. C. de Souza
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Marco Turchi
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Matteo Negri
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Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information
Xipeng Qiu
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ChaoChao Huang
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Xuanjing Huang
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Adapting taggers to Twitter with not-so-distant supervision
Barbara Plank
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Dirk Hovy
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Ryan McDonald
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Anders Søgaard
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Selection Bias, Label Bias, and Bias in Ground Truth
Anders Søgaard
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Barbara Plank
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Dirk Hovy
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Semantic overfitting: what ‘world’ do we consider when evaluating disambiguation of text?
Filip Ilievski
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Marten Postma
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Piek Vossen
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Leveraging Multiple Domains for Sentiment Classification
Fan Yang
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Arjun Mukherjee
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Yifan Zhang
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A Survey of Domain Adaptation for Neural Machine Translation
Chenhui Chu
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Rui Wang
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Transfer Learning for Entity Recognition of Novel Classes
Juan Diego Rodriguez
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Adam Caldwell
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Alexander Liu
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Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags
Onur Güngör
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Suzan Uskudarli
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Tunga Güngör
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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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Online Methods for Multi-Domain Learning and Adaptation
Mark Dredze
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Koby Crammer
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Domain adaptive bootstrapping for named entity recognition
Dan Wu
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Wee Sun Lee
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Nan Ye
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Hai Leong Chieu
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Negative Training Data Can be Harmful to Text Classification
Xiao-Li Li
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Bing Liu
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See-Kiong Ng
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Discriminative Instance Weighting for Domain Adaptation in Statistical Machine Translation
George Foster
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Cyril Goutte
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Roland Kuhn
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We’re Not in Kansas Anymore: Detecting Domain Changes in Streams
Mark Dredze
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Tim Oates
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Christine Piatko
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The Necessity of Combining Adaptation Methods
Ming-Wei Chang
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Michael Connor
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Dan Roth
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Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random Fields
Niklas Jakob
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Iryna Gurevych
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Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach
Jian Bo Yang
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Qi Mao
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Qiao Liang Xiang
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Ivor Wai-Hung Tsang
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Kian Ming Adam Chai
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Hai Leong Chieu
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Biased Representation Learning for Domain Adaptation
Fei Huang
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Alexander Yates
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Learning Latent Word Representations for Domain Adaptation using Supervised Word Clustering
Min Xiao
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Feipeng Zhao
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Yuhong Guo
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Importance weighting and unsupervised domain adaptation of POS taggers: a negative result
Barbara Plank
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Anders Johannsen
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Anders Søgaard
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Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression
Peter Phandi
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Kian Ming A. Chai
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Hwee Tou Ng
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Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations
Yangfeng Ji
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Gongbo Zhang
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Jacob Eisenstein
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Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu
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Jing Jiang
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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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Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder
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Barbara Plank
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Instance Weighting for Neural Machine Translation Domain Adaptation
Rui Wang
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Masao Utiyama
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Lemao Liu
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Kehai Chen
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Eiichiro Sumita
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Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Yftah Ziser
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Roi Reichart
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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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Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
Ruidan He
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Wee Sun Lee
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Hwee Tou Ng
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Daniel Dahlmeier
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Does more data always yield better translations?
Guillem Gascó
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Martha-Alicia Rocha
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Germán Sanchis-Trilles
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Jesús Andrés-Ferrer
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Francisco Casacuberta
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BabelDomains: Large-Scale Domain Labeling of Lexical Resources
Jose Camacho-Collados
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Roberto Navigli
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Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification
Jianfei Yu
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Jing Jiang
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Boosting Neural Machine Translation
Dakun Zhang
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Jungi Kim
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Josep Crego
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Jean Senellart
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Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network
Lisheng Fu
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Thien Huu Nguyen
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Bonan Min
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Ralph Grishman
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Learning Representations for Weakly Supervised Natural Language Processing Tasks
Fei Huang
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Arun Ahuja
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Doug Downey
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Yi Yang
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Yuhong Guo
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Alexander Yates
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Book Reviews: Semi-Supervised Learning and Domain Adaptation in Natural Language Processing by Anders Søgaard
George Foster
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An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification
Himanshu Sharad Bhatt
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Deepali Semwal
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Shourya Roy
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Subdomain Sensitive Statistical Parsing using Raw Corpora
Barbara Plank
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Khalil Sima’an
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Domain Adaptation for Named Entity Recognition Using CRFs
Tian Tian
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Marco Dinarelli
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Isabelle Tellier
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Pedro Dias Cardoso
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Domain Adaptation with Latent Semantic Association for Named Entity Recognition
Honglei Guo
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Huijia Zhu
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Zhili Guo
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Xiaoxun Zhang
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Xian Wu
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Zhong Su
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Differences in User Responses to a Wizard-of-Oz versus Automated System
Jesse Thomason
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Diane Litman
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Part-of-Speech Tagging for Historical English
Yi Yang
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Jacob Eisenstein
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Pivot Based Language Modeling for Improved Neural Domain Adaptation
Yftah Ziser
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Roi Reichart
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Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding
Huasha Zhao
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Yi Yang
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Qiong Zhang
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Luo Si
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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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Heterogeneous Transfer Learning for Image Clustering via the SocialWeb
Qiang Yang
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Yuqiang Chen
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Gui-Rong Xue
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Wenyuan Dai
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Yong Yu
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Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction
Jing Jiang
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Domain Adaptation by Constraining Inter-Domain Variability of Latent Feature Representation
Ivan Titov
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Query Weighting for Ranking Model Adaptation
Peng Cai
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Wei Gao
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Aoying Zhou
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Kam-Fai Wong
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Automatically Extracting Polarity-Bearing Topics for Cross-Domain Sentiment Classification
Yulan He
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Chenghua Lin
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Harith Alani
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Recognizing Named Entities in Tweets
Xiaohua Liu
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Shaodian Zhang
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Furu Wei
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Ming Zhou
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Effective Measures of Domain Similarity for Parsing
Barbara Plank
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Gertjan van Noord
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Is Machine Translation Ripe for Cross-Lingual Sentiment Classification?
Kevin Duh
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Akinori Fujino
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Masaaki Nagata
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Cross-Domain Co-Extraction of Sentiment and Topic Lexicons
Fangtao Li
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Sinno Jialin Pan
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Ou Jin
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Qiang Yang
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Xiaoyan Zhu
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Mixing Multiple Translation Models in Statistical Machine Translation
Majid Razmara
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George Foster
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Baskaran Sankaran
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Anoop Sarkar
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Information-theoretic Multi-view Domain Adaptation
Pei Yang
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Wei Gao
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Qi Tan
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Kam-Fai Wong
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Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction
Barbara Plank
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Alessandro Moschitti
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Improving Chinese Word Segmentation on Micro-blog Using Rich Punctuations
Longkai Zhang
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Li Li
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Zhengyan He
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Houfeng Wang
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Ni Sun
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Part-of-speech tagging with antagonistic adversaries
Anders Søgaard
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Tagging The Web: Building A Robust Web Tagger with Neural Network
Ji Ma
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Yue Zhang
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Jingbo Zhu
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Robust Domain Adaptation for Relation Extraction via Clustering Consistency
Minh Luan Nguyen
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Ivor W. Tsang
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Kian Ming A. Chai
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Hai Leong Chieu
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Improving Citation Polarity Classification with Product Reviews
Charles Jochim
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Hinrich Schütze
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Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout
Yi Yang
|
Jacob Eisenstein
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New Transfer Learning Techniques for Disparate Label Sets
Young-Bum Kim
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Karl Stratos
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Ruhi Sarikaya
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Minwoo Jeong
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Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
Thien Huu Nguyen
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Barbara Plank
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Ralph Grishman
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A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
Jianfei Yu
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Jing Jiang
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Bi-Transferring Deep Neural Networks for Domain Adaptation
Guangyou Zhou
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Zhiwen Xie
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Jimmy Xiangji Huang
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Tingting He
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Cross-domain Text Classification with Multiple Domains and Disparate Label Sets
Himanshu Sharad Bhatt
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Manjira Sinha
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Shourya Roy
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Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification
Raksha Sharma
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Pushpak Bhattacharyya
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Sandipan Dandapat
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Himanshu Sharad Bhatt
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FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging
Tobias Schnabel
|
Hinrich Schütze
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Overcoming Language Variation in Sentiment Analysis with Social Attention
Yi Yang
|
Jacob Eisenstein
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An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition
Jafar Tanha
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Jesse de Does
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Katrien Depuydt
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KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records
Artuur Leeuwenberg
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Marie-Francine Moens
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Language Models as Representations for Weakly Supervised NLP Tasks
Fei Huang
|
Alexander Yates
|
Arun Ahuja
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Doug Downey
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Adapting Text instead of the Model: An Open Domain Approach
Gourab Kundu
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Dan Roth
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Dialogue Act Recognition using Reweighted Speaker Adaptation
Congkai Sun
|
Louis-Philippe Morency
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Active Learning with Transfer Learning
Chunyong Luo
|
Yangsheng Ji
|
Xinyu Dai
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Jiajun Chen
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The impact of near domain transfer on biomedical named entity recognition
Nigel Collier
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Mai-vu Tran
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Ferdinand Paster
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Domain Adaptation with Active Learning for Coreference Resolution
Shanheng Zhao
|
Hwee Tou Ng
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What’s in a p-value in NLP?
Anders Søgaard
|
Anders Johannsen
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Barbara Plank
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Dirk Hovy
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Hector Martínez Alonso
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Identifying Key Concepts from EHR Notes Using Domain Adaptation
Jiaping Zheng
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Hong Yu
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Event Extraction in pieces:Tackling the partial event identification problem on unseen corpora
Chrysoula Zerva
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Sophia Ananiadou
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Meaning Matters: Senses of Words are More Informative than Words for Cross-domain Sentiment Analysis
Raksha Sharma
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Sudha Bhingardive
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Pushpak Bhattacharyya
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CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects
Simon Clematide
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Peter Makarov
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Unsupervised Domain Adaptation for Clinical Negation Detection
Timothy Miller
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Steven Bethard
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Hadi Amiri
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Guergana Savova
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Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models
Pierre Lison
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Serge Bibauw
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A Case Study on Learning a Unified Encoder of Relations
Lisheng Fu
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Bonan Min
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Thien Huu Nguyen
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Ralph Grishman
|
Learning under Covariate Shift for Domain Adaptation for Word Sense Disambiguation
Hiroyuki Shinnou
|
Minoru Sasaki
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Kanako Komiya
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Field Of Study
Task
Tagging
Approach
Semi-supervised Learning
Language
Multilingual
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