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