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Frustratingly Easy Domain Adaptation
Hal Daumé III
|
Paper Details:
Month: June
Year: 2007
Location: Prague, Czech Republic
Venue:
ACL |
Citations
URL
On Robustness and Domain Adaptation using SVD for Word Sense Disambiguation
Eneko Agirre
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Oier Lopez de Lacalle
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Learning Reliable Information for Dependency Parsing Adaptation
Wenliang Chen
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Youzheng Wu
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Hitoshi Isahara
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Stopping Criteria for Active Learning of Named Entity Recognition
Florian Laws
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Hinrich Schütze
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Entity Linking Leveraging Automatically Generated Annotation
Wei Zhang
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Jian Su
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Chew Lim Tan
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Wen Ting Wang
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A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words
Shulamit Umansky-Pesin
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Roi Reichart
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Ari Rappoport
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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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Predicate-Argument Structure Analysis with Zero-Anaphora Resolution for Dialogue Systems
Kenji Imamura
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Ryuichiro Higashinaka
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Tomoko Izumi
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Combining Natural and Artificial Examples to Improve Implicit Discourse Relation Identification
Chloé Braud
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Pascal Denis
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Online Methods for Multi-Domain Learning and Adaptation
Mark Dredze
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Koby Crammer
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Word Sense Disambiguation Using OntoNotes: An Empirical Study
Zhi Zhong
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Hwee Tou Ng
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Yee Seng Chan
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Parser Adaptation and Projection with Quasi-Synchronous Grammar Features
David A. Smith
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Jason Eisner
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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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Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models
Amarnag Subramanya
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Slav Petrov
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Fernando Pereira
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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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Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation
Wenbin Jiang
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Fandong Meng
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Qun Liu
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Yajuan Lü
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A Novel Discriminative Framework for Sentence-Level Discourse Analysis
Shafiq Joty
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Giuseppe Carenini
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Raymond Ng
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Multi-Domain Learning: When Do Domains Matter?
Mahesh Joshi
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Mark Dredze
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William W. Cohen
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Carolyn Rosé
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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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Automatic Domain Partitioning for Multi-Domain Learning
Di Wang
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Chenyan Xiong
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William Yang Wang
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Semi-Supervised Chinese Word Segmentation Using Partial-Label Learning With Conditional Random Fields
Fan Yang
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Paul Vozila
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Joint Emotion Analysis via Multi-task Gaussian Processes
Daniel Beck
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Trevor Cohn
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Lucia Specia
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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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Learning Timeline Difference for Text Categorization
Fumiyo Fukumoto
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Yoshimi Suzuki
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Hierarchical Incremental Adaptation for Statistical Machine Translation
Joern Wuebker
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Spence Green
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John DeNero
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Modeling Skip-Grams for Event Detection with Convolutional Neural Networks
Thien Huu Nguyen
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Ralph Grishman
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Supervised Domain Adaption for WSD
Eneko Agirre
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Oier Lopez de Lacalle
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Structural Correspondence Learning for Parse Disambiguation
Barbara Plank
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Recall-Oriented Learning of Named Entities in Arabic Wikipedia
Behrang Mohit
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Nathan Schneider
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Rishav Bhowmick
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Kemal Oflazer
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Noah A. Smith
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Structural and Topical Dimensions in Multi-Task Patent Translation
Katharina Waeschle
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Stefan Riezler
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Modeling the Use of Graffiti Style Features to Signal Social Relations within a Multi-Domain Learning Paradigm
Mario Piergallini
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A. Seza Doğruöz
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Phani Gadde
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David Adamson
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Carolyn Rosé
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Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging
Meishan Zhang
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Yue Zhang
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Wanxiang Che
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Ting Liu
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Learning Reliability of Parses for Domain Adaptation of Dependency Parsing
Daisuke Kawahara
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Kiyotaka Uchimoto
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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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Controlling User Perceptions of Linguistic Style: Trainable Generation of Personality Traits
François Mairesse
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Marilyn A. Walker
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Cross-Genre and Cross-Domain Detection of Semantic Uncertainty
György Szarvas
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Veronika Vincze
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Richárd Farkas
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György Móra
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Iryna Gurevych
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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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Automatic Adaptation of Annotations
Wenbin Jiang
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Yajuan Lü
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Liang Huang
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Qun Liu
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SpatialML: Annotation Scheme, Corpora, and Tools
Inderjeet Mani
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Janet Hitzeman
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Justin Richer
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Dave Harris
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Rob Quimby
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Ben Wellner
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Modern Chinese Helps Archaic Chinese Processing: Finding and Exploiting the Shared Properties
Yan Song
|
Fei Xia
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Using Transfer Learning to Assist Exploratory Corpus Annotation
Paul Felt
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Eric Ringger
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Kevin Seppi
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Kristian Heal
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Simple Effective Microblog Named Entity Recognition: Arabic as an Example
Kareem Darwish
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Wei Gao
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A Quality-based Active Sample Selection Strategy for Statistical Machine Translation
Varvara Logacheva
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Lucia Specia
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Adapting a part-of-speech tagset to non-standard text: The case of STTS
Heike Zinsmeister
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Ulrich Heid
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Kathrin Beck
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Towards Shared Datasets for Normalization Research
Orphée De Clercq
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Sarah Schulz
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Bart Desmet
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Véronique Hoste
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An Out-of-Domain Test Suite for Dependency Parsing of German
Wolfgang Seeker
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Jonas Kuhn
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Domain Adaptation with Latent Semantic Association for Named Entity Recognition
Honglei Guo
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Huijia Zhu
|
Zhili Guo
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Xiaoxun Zhang
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Xian Wu
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Zhong Su
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Hierarchical Bayesian Domain Adaptation
Jenny Rose Finkel
|
Christopher D. Manning
|
Automatic Domain Adaptation for Parsing
David McClosky
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Eugene Charniak
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Mark Johnson
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Training Parsers on Incompatible Treebanks
Richard Johansson
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Zipfian corruptions for robust POS tagging
Anders Søgaard
|
What’s in a Domain? Multi-Domain Learning for Multi-Attribute Data
Mahesh Joshi
|
Mark Dredze
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William W. Cohen
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Carolyn P. Rosé
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Target Language Adaptation of Discriminative Transfer Parsers
Oscar Täckström
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Ryan McDonald
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Joakim Nivre
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Unsupervised Multi-Domain Adaptation with Feature Embeddings
Yi Yang
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Jacob Eisenstein
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Mining for unambiguous instances to adapt part-of-speech taggers to new domains
Dirk Hovy
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Barbara Plank
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Héctor Martínez Alonso
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Anders Søgaard
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Part-of-Speech Tagging for Historical English
Yi Yang
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Jacob Eisenstein
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Construction of the Literature Graph in Semantic Scholar
Waleed Ammar
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Dirk Groeneveld
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Chandra Bhagavatula
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Iz Beltagy
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Miles Crawford
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Doug Downey
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Jason Dunkelberger
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Ahmed Elgohary
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Sergey Feldman
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Vu Ha
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Rodney Kinney
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Sebastian Kohlmeier
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Kyle Lo
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Tyler Murray
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Hsu-Han Ooi
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Matthew Peters
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Joanna Power
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Sam Skjonsberg
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Lucy Wang
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Chris Wilhelm
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Zheng Yuan
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Madeleine van Zuylen
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Oren Etzioni
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Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition
Andrew Arnold
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Ramesh Nallapati
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William W. Cohen
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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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Distributional Representations for Handling Sparsity in Supervised Sequence-Labeling
Fei Huang
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Alexander Yates
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Automatic Adaptation of Annotation Standards: Chinese Word Segmentation and POS Tagging – A Case Study
Wenbin Jiang
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Liang Huang
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Qun Liu
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Quadratic-Time Dependency Parsing for Machine Translation
Michel Galley
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Christopher D. Manning
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Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction
Jing Jiang
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Generalizing Dependency Features for Opinion Mining
Mahesh Joshi
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Carolyn Penstein-Rosé
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Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with Non-Jointly Labeled Data
Jenny Rose Finkel
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Christopher D. Manning
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Creating Robust Supervised Classifiers via Web-Scale N-Gram Data
Shane Bergsma
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Emily Pitler
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Dekang Lin
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Phylogenetic Grammar Induction
Taylor Berg-Kirkpatrick
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Dan Klein
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Domain Adaptation of Maximum Entropy Language Models
Tanel Alumäe
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Mikko Kurimo
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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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Effective Measures of Domain Similarity for Parsing
Barbara Plank
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Gertjan van Noord
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Social Network Extraction from Texts: A Thesis Proposal
Apoorv Agarwal
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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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Fast and Robust Part-of-Speech Tagging Using Dynamic Model Selection
Jinho D. Choi
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Martha Palmer
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Grammar Error Correction Using Pseudo-Error Sentences and Domain Adaptation
Kenji Imamura
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Kuniko Saito
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Kugatsu Sadamitsu
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Hitoshi Nishikawa
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Modelling Annotator Bias with Multi-task Gaussian Processes: An Application to Machine Translation Quality Estimation
Trevor Cohn
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Lucia Specia
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Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning
Miguel Almeida
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André Martins
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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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PARMA: A Predicate Argument Aligner
Travis Wolfe
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Benjamin Van Durme
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Mark Dredze
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Nicholas Andrews
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Charley Beller
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Chris Callison-Burch
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Jay DeYoung
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Justin Snyder
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Jonathan Weese
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Tan Xu
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Xuchen Yao
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Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data
Xuezhe Ma
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Fei Xia
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Part-of-speech tagging with antagonistic adversaries
Anders Søgaard
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A Learner Corpus-based Approach to Verb Suggestion for ESL
Yu Sawai
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Mamoru Komachi
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Yuji Matsumoto
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Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms
Thang Nguyen
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Yuening Hu
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Jordan Boyd-Graber
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Learning to Predict Distributions of Words Across Domains
Danushka Bollegala
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David Weir
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John Carroll
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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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Opinion Mining on YouTube
Aliaksei Severyn
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Alessandro Moschitti
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Olga Uryupina
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Barbara Plank
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Katja Filippova
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Improving Citation Polarity Classification with Product Reviews
Charles Jochim
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Hinrich Schütze
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Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction
Thien Huu Nguyen
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Ralph Grishman
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evision PDF of 'Word Segmentation of Informal Arabic with Domain Adaptation
Will Monroe
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Spence Green
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Christopher D. Manning
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Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout
Yi Yang
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Jacob Eisenstein
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Bayesian Kernel Methods for Natural Language Processing
Daniel Beck
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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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Frame-Semantic Role Labeling with Heterogeneous Annotations
Meghana Kshirsagar
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Sam Thomson
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Nathan Schneider
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Jaime Carbonell
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Noah A. Smith
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Chris Dyer
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Event Detection and Domain Adaptation with Convolutional Neural Networks
Thien Huu Nguyen
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Ralph Grishman
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Tagging Performance Correlates with Author Age
Dirk Hovy
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Anders Søgaard
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Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation
Min Xiao
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Yuhong Guo
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Towards Robust and Privacy-preserving Text Representations
Yitong Li
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Timothy Baldwin
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Trevor Cohn
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Polyglot Semantic Role Labeling
Phoebe Mulcaire
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Swabha Swayamdipta
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Noah A. Smith
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Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks
Haitong Yang
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Tao Zhuang
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Chengqing Zong
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Domain Adaptation with Filtering for Named Entity Extraction of Japanese Anime-Related Words
Kanako Komiya
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Daichi EDAMURA
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Ryuta TAMURA
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Minoru SASAKI
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Hiroyuki SHINNOU
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Yoshiyuki KOTANI
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#Emotional Tweets
Saif Mohammad
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HENRY-CORE: Domain Adaptation and Stacking for Text Similarity
Michael Heilman
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Nitin Madnani
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ETS: Domain Adaptation and Stacking for Short Answer Scoring
Michael Heilman
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Nitin Madnani
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CoMeT: Integrating different levels of linguistic modeling for meaning assessment
Niels Ott
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Ramon Ziai
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Michael Hahn
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Detmar Meurers
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NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews
Svetlana Kiritchenko
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Xiaodan Zhu
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Colin Cherry
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Saif Mohammad
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Combining Seemingly Incompatible Corpora for Implicit Semantic Role Labeling
Parvin Sadat Feizabadi
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Sebastian Padó
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Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data
Mariana S. C. Almeida
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André F. T. Martins
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SemEval-2010 Task 17: All-words Word Sense Disambiguation on a Specific Domain
Eneko Agirre
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Oier Lopez de Lacalle
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Christiane Fellbaum
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Andrea Marchetti
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Antonio Toral
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Piek Vossen
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Domain Adaptation meets Active Learning
Piyush Rai
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Avishek Saha
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Hal Daumé
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Suresh Venkatasubramanian
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Grammar-Driven versus Data-Driven: Which Parsing System Is More Affected by Domain Shifts?
Barbara Plank
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Gertjan van Noord
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Adaptive Parameters for Entity Recognition with Perceptron HMMs
Massimiliano Ciaramita
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Olivier Chapelle
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Exploring Representation-Learning Approaches to Domain Adaptation
Fei Huang
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Alexander Yates
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Frustratingly Easy Semi-Supervised Domain Adaptation
Hal Daumé III
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Abhishek Kumar
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Avishek Saha
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Improved Natural Language Learning via Variance-Regularization Support Vector Machines
Shane Bergsma
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Dekang Lin
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Dale Schuurmans
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Language Models as Representations for Weakly Supervised NLP Tasks
Fei Huang
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Alexander Yates
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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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Author Age Prediction from Text using Linear Regression
Dong Nguyen
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Noah A. Smith
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Carolyn P. Rosé
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Biomedical Event Extraction from Abstracts and Full Papers using Search-based Structured Prediction
Andreas Vlachos
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Mark Craven
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Event Extraction as Dependency Parsing for BioNLP 2011
David McClosky
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Mihai Surdeanu
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Christopher Manning
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Dialogue Act Recognition using Reweighted Speaker Adaptation
Congkai Sun
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Louis-Philippe Morency
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Nudging the Envelope of Direct Transfer Methods for Multilingual Named Entity Recognition
Oscar Täckström
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NAIST at the HOO 2012 Shared Task
Keisuke Sakaguchi
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Yuta Hayashibe
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Shuhei Kondo
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Lis Kanashiro
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Tomoya Mizumoto
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Mamoru Komachi
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Yuji Matsumoto
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Analyzing Urdu Social Media for Sentiments using Transfer Learning with Controlled Translations
Smruthi Mukund
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Rohini Srihari
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Discriminating Non-Native English with 350 Words
John Henderson
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Guido Zarrella
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Craig Pfeifer
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John D. Burger
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Multi-Task Learning for Improved Discriminative Training in SMT
Patrick Simianer
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Stefan Riezler
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Multi-domain learning and generalization in dialog state tracking
Jason Williams
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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
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Hwee Tou Ng
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What’s in a p-value in NLP?
Anders Søgaard
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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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Learning from a Neighbor: Adapting a Japanese Parser for Korean Through Feature Transfer Learning
Hiroshi Kanayama
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Youngja Park
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Yuta Tsuboi
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Dongmook Yi
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Annotating a Large Representative Corpus of Clinical Notes for Parts of Speech
Narayan Choudhary
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Parth Pathak
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Pinal Patel
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Vishal Panchal
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Relation Extraction: Perspective from Convolutional Neural Networks
Thien Huu Nguyen
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Ralph Grishman
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Dependency Parsing with Compression Rules
Pablo Gamallo
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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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Argument Mining: Extracting Arguments from Online Dialogue
Reid Swanson
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Brian Ecker
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Marilyn Walker
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Translation Model Interpolation for Domain Adaptation in TectoMT
Rudolf Rosa
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Ondřej Dušek
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Michal Novák
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Martin Popel
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NICT-2 Translation System for WAT2016: Applying Domain Adaptation to Phrase-based Statistical Machine Translation
Kenji Imamura
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Eiichiro Sumita
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Hybrid Method of Semi-supervised Learning and Feature Weighted Learning for Domain Adaptation of Document Classification
Hiroyuki Shinnou
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Liying Xiao
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Minoru Sasaki
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Kanako Komiya
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Learning under Covariate Shift for Domain Adaptation for Word Sense Disambiguation
Hiroyuki Shinnou
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Minoru Sasaki
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Kanako Komiya
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http://hal3.name/easyadapt.pl.gz
http://hal3.name/megam/
http://nlpers.blogspot.com/2006/
Field Of Study
Task
Tagging
Chunking
ASR
Language
English
Dataset
News
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