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[By Date] [By Type] [By Topic] [Co-Authors & Stats]



2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2002 | 2001


2015

Guest Editor’s Introduction to the Special Issue on Domain Adaptation for Vision Applications
Dong Xu, Rama Chellappa, Trevor Darrell and Hal Daumé III
IJCV, 2015
[BibTeX]

Why discourse affects speakers’ choice of referring expressions
Naho Orita, Eliana Vornov, Naomi H Feldman and Hal Daumé III
Conference of the Association for Computational Linguistics (ACL), 2015
[Abstract] [BibTeX]

Learning Reductions that Really Work
Alina Beygelzimer, Hal Daumé III, John Langford and Paul Mineiro
IEEE Proceedings, 2015
[Abstract] [BibTeX]

Learning to search better than your teacher
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III and John Langford
International Conference on Machine Learning (ICML), 2015
[Abstract] [BibTeX]

Syntax-based Rewriting for Simultaneous Machine Translation
He He, Alvin Grissom II, Jordan Boyd Graber and Hal Daumé III
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2015
[Abstract] [BibTeX]

On Correcting inputs: Inverse Optimization for Online Structured Prediction
Hal Daumé III, Samir Khuller, Manish Purohit and Gregory Sanders
FSTTCS, 2015
[Abstract] [BibTeX]

2014

Efficient programmable learning to search
Kai-Wei Chang, Hal Daumé III, John Langford and Stéphane Ross
arXiv, 2014
[Abstract] [BibTeX] [Code/Data]

A Neural Network for Factoid Question Answering over Paragraphs
Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher and Hal Daumé III
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014
[Abstract] [BibTeX] [Code/Data]

"I Object!" Modeling Latent Pragmatic Effects in Courtroom Dialogues
Dan Goldwasser and Hal Daumé III
Conference of the European Association for Computational Linguistics (EACL), 2014
[BibTeX]

Uncovering Hidden Engagement Patterns for Predicting Learner Performance in MOOCs
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daumé III and Lise Getoor
Learning at Scale, 2014
[Abstract] [BibTeX]

Predicting Instructor Intervention in MOOC Forums
Snigdha Chaturvedi, Dan Goldwasser and Hal Daumé III
Conference of the Association for Computational Linguistics (ACL), 2014
[Abstract] [BibTeX]

Learning Latent Engagement Patterns of Students in Online Courses
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daumé III and Lise Getoor
National Conference on Artificial Intelligence (AAAI), 2014
[Abstract] [BibTeX]

Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation
Alvin Grissom II, Jordan Boyd-Graber, He He, John Morgan and Hal Daumé III
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014
[BibTeX] [Code/Data]

Integrating a Discriminative Classifier into Phrase-based and Hierarchical Decoding
Aleš Tamchyna, Fabienne Braune, Alexander Fraser, Marine Carpuat, Hal Daumé III and Chris Quirk
The Prague Bulletin of Mathematical Linguistics, 2014
[Abstract] [BibTeX]

2013

Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation
Jeffrey Ferraro, Hal Daumé III, Scott DuVall, Wendy Chapman, Henk Harkema and Peter Haug
Jornal of the American Medical Informatics Association, 2013
[Abstract] [BibTeX]

Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent
Yuening Hu, Jordan Boyd-Graber, Hal Daumé III and Z. Irene Ying
Advances in Neural Information Processing Systems (NIPS), 2013
[Abstract] [BibTeX]

Modeling Learner Engagement in MOOCs using Probabilistic Soft Logic
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daumé III and Lise Getoor
NIPS Workshop on Data Driven Education, 2013
[Abstract] [BibTeX]

Predicting Dialogue Outcomes over Structured Latent Representations
Dan Goldwasser and Hal Daumé III
NIPS Workshop on Output Representation Learning, 2013
[BibTeX]

Kernel Regression for Head-Related Transfer Function Interpolation and Spectral Extrema Extraction
Yuancheng Luo, Dmitry N. Zotkin, Hal Daumé III and Ramani Duraiswami
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013
[Abstract] [BibTeX]

Modeling Syntactic and Semantic Structures in Hierarchical Phrase-based Translation
Junhui Li, Philip Resnik and Hal Daumé III
Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2013
[Abstract] [BibTeX]

A Computational Model for Plot Units
Amit Goyal, Ellen Riloff and Hal Daumé III
Computational Intelligence Journal, 2013
[Abstract] [BibTeX]

Measuring Machine Translation Errors in New Domains
Ann Irvine, John Morgan, Marine Carpuat, Hal Daumé III and Dragos Munteanu
Transactions of the Association for Computational Linguistics (TACL), 2013
[Abstract] [BibTeX]

Discriminatively Enhanced Topic Models
Snigdha Chaturvedi, Hal Daumé III and Taesun Moon
International Conference on Data Mining (ICDM), 2013
[BibTeX]

Dynamic Feature Selection for Dependency Parsing
He He, Hal Daumé III and Jason Eisner
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2013
[Abstract] [BibTeX] [Slides] [Video]

A Topical Graph Kernel for Link Prediction in Labeled Graphs
Snigdha Chaturvedi, Hal Daumé III, Taesun Moon and Shashank Srivastava
ICML workshop on Mining and Learning with Graphs (MLG), 2013
[Abstract] [BibTeX]

Monolingual Marginal Matching for Translation Model Adaptation
Ann Irvine, Chris Quirk and Hal Daumé III
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2013
[BibTeX]

Predictable Dual-View Hashing
Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Hal Daumé III and Larry S. Davis
International Conference on Machine Learning (ICML), 2013
[Abstract] [BibTeX]

SenseSpotting: Never let your parallel data tie you to an old domain
Marine Carpuat, Hal Daumé III, Katharine Henry, Ann Irvine, Jagadeesh Jagarlamudi and Rachel Rudinger
Conference of the Association for Computational Linguistics (ACL), 2013
[Abstract] [BibTeX]

Prioritized Asynchronous Belief Propagation
Jiarong Jiang, Taesun Moon, Hal Daumé III and Jason Eisner
ICML Workshop on Inferning, 2013
[Abstract] [BibTeX]

2012

Protocols for Learning Classifiers on Distributed Data
Hal Daumé III, Jeff Phillips, Avishek Saha and Suresh Venkatasubramanian
Workshop on Artificial Intelligence and Statistics (AI-Stats), 2012
[Abstract] [BibTeX]

Efficient Protocols for Distributed Classification and Optimization
Hal Daumé III, Jeff M. Phillips, Avishek Saha and Suresh Venkatasubramanian
ALT, 2012
[Abstract] [BibTeX]

Towards a Watson That Sees: Language-Guided Action Recognition for Robots
Ching Lik Teo, Yezhou Yang, Hal Daumé III, Cornelia Fermüller and Yiannis Aloimonos
ICRA, 2012
[Abstract] [BibTeX]

Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression
Piyush Rai, Abhishek Kumar and Hal Daumé III
Advances in Neural Information Processing Systems (NIPS), 2012
[Abstract] [BibTeX]

Learned Prioritization for Trading Off Accuracy and Speed
Jiarong Jiang, Adam Teichert, Hal Daumé III and Jason Eisner
Advances in Neural Information Processing Systems (NIPS), 2012
[Abstract] [BibTeX]

Besting the quiz master: crowdsourcing incremental classification games
Jordan Boyd-Graber, Brianna Satinoff, He He and Hal Daumé III
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2012
[Abstract] [BibTeX]

Regularized Interlingual Projections: Evaluation on Multilingual Transliteration
Jagadeesh Jagarlamudi and Hal Daumé III
2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
[BibTeX]

Imitation Learning by Coaching
He He, Hal Daumé III and Jason Eisner
Neural Information Processing Systems (NIPS), 2012
[Abstract] [BibTeX]

Detecting Visual Text
Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daumé III, Alexander C. Berg and Tamara L. Berg
North American Chapter of the Association for Computational Linguistics (NAACL), 2012
[Abstract] [BibTeX] [Code/Data]

Understanding and Predicting Importance in Images
Karl Stratos, Aneesh Sood, Alyssa Mensch, Xufeng Han, Margaret Mitchell, Kota Yamaguchi, Jesse Dodge, Amit Goyal, Hal Daumé III, Alexander C. Berg and Tamara L. Berg
Computer Vision and Pattern Recognition (CVPR), 2012
[Abstract] [BibTeX]

Midge: Generating Image Descriptions From Computer Vision Detections
Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa Mensch, Alexander C. Berg, Tamara L. Berg and Hal Daumé III
European Chapter of the Association for Computational Linguistics (EACL), 2012
[Abstract] [BibTeX]

Sketch Algorithms for Estimating Point Queries in NLP
Amit Goyal, Hal Daumé III and Graham Cormode
Empirical Methods in Natural Language Processing (EMNLP), 2012
[BibTeX]

Learning Task Grouping and Overlap in Multi-task Learning
Abhishek Kumar and Hal Daumé III
International Conference on Machine Learning (ICML), 2012
[Abstract] [BibTeX]

A Binary Classification Framework for Two-Stage Multiple Kernel Learning
Abhishek Kumar, Alexandru Niculescu-Mizil, Koray Kavukcuoglu and Hal Daumé III
International Conference on Machine Learning (ICML), 2012
[Abstract] [BibTeX]

Generalized Multiview Analysis: A Discriminative latent space
Abhishek Sharma, Abhishek Kumar, Hal Daumé III and David Jacobs
Computer Vision and Pattern Recognition (CVPR), 2012
[Abstract] [BibTeX]

Incorporating Lexical Priors into Topic Models
Jagadeesh Jagarlamudi, Hal Daumé III and Raghavendra Udupa
Conference on European Chapter of the Association for Computational Linguistics (EACL), 2012
[Abstract] [BibTeX]

Cost-sensitive Dynamic Feature Selection
He He, Hal Daumé III and Jason Eisner
ICML 2012 Workshop on Interactions between Inference and Learning (Inferning), 2012
[Abstract] [BibTeX]

Fast Large-Scale Approximate Graph Construction for NLP
Amit Goyal, Hal Daumé III and Raul Guerra
Empirical Methods in Natural Language Processing (EMNLP), 2012
[BibTeX]

Flexible Modeling of Latent Task Structures in Multitask Learning
Alexandre Passos, Piyush Rai, Jacques Wainer and Hal Daumé III
International Conference on Machine Learning (ICML), 2012
[Abstract] [BibTeX]

Low-dimensional Discriminative Reranking
Jagadeesh Jagarlamudi and Hal Daumé III
Conference on North American Chapter of the Association for Computational Linguistics, 2012
[Abstract] [BibTeX]

2011

A Corpus-Guided Framework for Robotic Visual Perception
Ching L. Teo, Yezhou Yang, Hal Daumé III, Cornelia Fermüller and Yiannis Aloimonos
AAAI Workshop on Language-Action Tools for Cognitive Artificial Agents, 2011
[Abstract] [BibTeX]

Using Classifier Cascades for Scalable E-Mail Classification
Jay Pujara, Hal Daumé III and Lise Getoor
CEAS, 2011
[Abstract] [BibTeX]

Speed-Accuracy Tradeoffs in Nondeterministic Inference Algorithms
Jason Eisner and Hal Daumé III
COST: NIPS 2011 Workshop on Computational Trade-offs in Statistical Learning, 2011
[Abstract] [BibTeX]

From Bilingual Dictionaries to Interlingual Document Representations
Jagadeesh Jagarlamudi, Hal Daumé III and Raghavendra Udupa
Association for Computational Linguistics (ACL), 2011
[Abstract] [BibTeX]

Multiple Hash Functions for Learning
Amit Goyal, Piyush Rai and Hal Daumé III
NIPS Big Learning Workshop, 2011
[Abstract] [BibTeX]

Computational methods are invaluable for typology, but the models must match the questions: Commentary on Dunn et al. (2011)
Roger Levy and Hal Daumé III
Unpublished, 2011
[BibTeX]

Message-Passing for Approximate MAP Inference with Latent Variables
Jiarong Jiang, Piyush Rai and Hal Daumé III
Conference on Neural Information Processing Systems (NIPS), 2011
[BibTeX]

Co-regularized Multi-view Spectral Clustering
Abhishek Kumar, Piyush Rai and Hal Daumé III
Conference on Neural Information Processing Systems (NIPS), 2011
[BibTeX]

Active Supervised Domain Adaptation
Avishek Saha, Piyush Rai, Hal Daumé III, Suresh Venkatasubramanian and Scott L. DuVall
European Conference on Machine Learning (ECML), 2011
[Abstract] [BibTeX]

Corpus-Guided Sentence Generation of Natural Images
Yezhou Yang, Ching Lik Teo, Hal Daumé III and Yiannis Aloimonos
Empirical Methods in Natural Language Processing (EMNLP), 2011
[Abstract] [BibTeX]

Beam Search based MAP Estimates for the Indian Buffet Process
Piyush Rai and Hal Daumé III
International Conference on Machine Learning (ICML), 2011
[BibTeX]

A Co-training Approach for Multiview Spectral Clustering
Abhishek Kumar and Hal Daumé III
International Conference on Machine Learning (ICML), 2011
[BibTeX]

Improving Bilingual Projections via Sparse Covariance Matrices
Jagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daumé III and Abhijit Bhole
Empirical Methods in Natural Language Processing (EMNLP), 2011
[BibTeX]

Approximate Scalable Bounded Space Sketch for Large Data NLP
Amit Goyal and Hal Daumé III
Empirical Methods in Natural Language Processing (EMNLP), 2011
[BibTeX]

Lossy Conservative Update (LCU) sketch: Succinct approximate count storage
Amit Goyal and Hal Daumé III
Conference on Artificial Intelligence (AAAI), 2011
[BibTeX]

Online Learning of Multiple Tasks and Their Relationships
Avishek Saha, Piyush Rai, Hal Daumé III and Suresh Venkatasubramanian
Conference on Artificial Intelligence and Statistics (AI-Stats), 2011
[Abstract] [BibTeX]

Domain Adaptation for Machine Translation by Mining Unseen Words
Hal Daumé III and Jagadeesh Jagarlamudi
Association for Computational Linguistics, 2011
[Abstract] [BibTeX]

Generative Kernels for Exponential Families
Arvind Agarwal and Hal Daumé III
Conference on Artificial Intelligence and Statistics (AI-Stats), 2011
[Abstract] [BibTeX]

Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Webpage Clustering
Anusua Trivedi, Piyush Rai, Hal Daumé III and Scott L. DuVall
ACM Transactions on Intelligent Systems and Technology, 2011
[BibTeX]

Generating Semantic Orientation Lexicon using Large Data and Thesaurus
Amit Goyal and Hal Daumé III
ACL Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), 2011
[BibTeX]

2010

Frustratingly Easy Semi-Supervised Domain Adaptation
Hal Daumé III, Abhishek Kumar and Avishek Saha
Workshop on Domain Adaptation for NLP, 2010
[Abstract] [BibTeX]

Multiview Clustering with Incomplete Views
Piyush Rai, Anusua Trivedi, Hal Daumé III and Scott L. DuVall
NIPS Workshop on Machine Learning for Social Computing, 2010
[Abstract] [BibTeX]

Multitask Learning via Mixture of Linear Subspaces
Piyush Rai and Hal Daumé III
NIPS Workshop on Transfer Learning by Learning Rich Generative Models, 2010
[Abstract] [BibTeX]

Co-regularized Spectral Clustering with Multiple Kernels
Abhishek Kumar, Piyush Rai and Hal Daumé III
NIPS Workshop on New Directions in Multiple Kernel Learning, 2010
[Abstract] [BibTeX]

A Co-regularization Based Semi-supervised Domain Adaptation
Abhishek Kumar, Avishek Saha and Hal Daumé III
Conference on Neural Information Processing Systems (NIPS), 2010
[Abstract] [BibTeX]

Learning Multiple Tasks using Manifold Regularization
Arvind Agarwal, Samuel Gerber and Hal Daumé III
Conference on Neural Information Processing Systems (NIPS), 2010
[Abstract] [BibTeX]

A geometric view of conjugate priors
Arvind Agarwal and Hal Daumé III
Machine Learning Journal (MLJ), 2010
[Abstract] [BibTeX]

Active Online Multitask Learning
Avishek Saha, Piyush Rai, Hal Daumé III and Suresh Venkatasubramanian
ICML 2010 Workshop on Budgeted Learning (Budget), 2010
[Abstract] [BibTeX]

Exploiting Tag and Word Correlations for Improved Webpage Clustering
Anusua Trivedi, Piyush Rai, Scott L. DuVall and Hal Daumé III
CIKM Workshop on Search and Mining User-generated Contents (SMUC), 2010
[Abstract] [BibTeX]

Extracting Multilingual Topics from Unaligned Corpora
Jagadeesh Jagarlamudi and Hal Daumé III
European Conference on Information Retrieval (ECIR), 2010
[Abstract] [BibTeX]

Sketch Techniques for Scaling Distributional Similarity to the Web
Amit Goyal, Jagadeesh Jagarlamudi, Hal Daumé III and Suresh Venkatasubramanian
GEometrical Models of Natural Language Semantics Workshop (GEMS) at ACL, 2010
[Abstract] [BibTeX]

Automatically Producing Plot Unit Representations for Narrative Text
Amit Goyal, Ellen Riloff and Hal Daumé III
Empirical Methods in Natural Language Processing (EMNLP), 2010
[BibTeX]

Domain Adaptation meets Active Learning
Piyush Rai, Avishek Saha, Hal Daumé III and Suresh Venkatasubramanian
HLT/NAACL Workshop on Active Learning for NLP (ALNLP), 2010
[Abstract] [BibTeX]

Infinite Predictor Subspace Models for Multitask Learning
Piyush Rai and Hal Daumé III
Conference on Artificial Intelligence and Statistics (AI-Stats), 2010
[Abstract] [BibTeX]

Kernelized Sorting for Natural Language Processing
Jagadeesh Jagarlamudi, Seth Juarez and Hal Daumé III
Conference on Artificial Intelligence (AAAI), 2010
[Abstract] [BibTeX]

Toward Plot Units: Automatic Affect State Analysis
Amit Goyal, Ellen Riloff, Hal Daumé III and Nathan Gilbert
HLT/NAACL Workshop on Computational Approaches to Analysis and Generation of Emotion in Text (CAET), 2010
[Abstract] [BibTeX]

Sketching Techniques for Large Scale NLP
Amit Goyal, Jagadeesh Jagarlamudi, Hal Daumé III and Suresh Venkatasubramanian
HLT/NAACL Workshop on the Web as a Corpus (WAC), 2010
[Abstract] [BibTeX]

2009

Multitask Learning using Nonparametrically Learned Predictor Subspaces
Piyush Rai and Hal Daumé III
NIPS Workshop on Learning from Multiple Sources, 2009
[Abstract] [BibTeX]

Semi-supervised or Semi-unsupervised?
Hal Daumé III
Unpublished, 2009
[BibTeX]

Search-based Structured Prediction
Hal Daumé III, John Langford and Daniel Marcu
Machine Learning Journal (MLJ), 2009
[Abstract] [BibTeX]

Factor Regression Combining Heterogeneous Sources of Information
Amrish Kapoor, Piyush Rai and Hal Daumé III
NIPS Workshop on Learning From Multiple Sources with Applications to Robotics (LMS), 2009
[Abstract] [BibTeX]

Streamed Learning: One-Pass SVMs
Piyush Rai, Hal Daumé III and Suresh Venkatasubramanian
International Joint Conference on Artificial Intelligence (IJCAI), 2009
[Abstract] [BibTeX]

Multi-Label Prediction via Sparse Infinite CCA
Piyush Rai and Hal Daumé III
Conference on Neural Information Processing Systems (NIPS), 2009
[Abstract] [BibTeX]

Unsupervised Part of Speech Tagging Without a Lexicon
Adam R. Teichert and Hal Daumé III
NIPS Workshop on Grammar Induction, Representation of Language and Language Learning (GIRLLL), 2009
[BibTeX]

Fast Search for Infinite Latent Feature Models
Piyush Rai and Hal Daumé III
NIPS Workshop on Non-parametric Bayes (NP-Bayes), 2009
[Abstract] [BibTeX]

Exponential Family Hybrid Semi-Supervised Learning
Arvind Agarwal and Hal Daumé III
International Joint Conference on Artificial Intelligence (IJCAI), 2009
[Abstract] [BibTeX]

Unsupervised Search-based Structured Prediction
Hal Daumé III
International Conference on Machine Learning (ICML), 2009
[Abstract] [BibTeX]

Bayesian Multitask Learning with Latent Hierarchies
Hal Daumé III
Conference on Uncertainty in Artificial Intelligence (UAI), 2009
[Abstract] [BibTeX]

Non-Parametric Bayesian Model Areal Linguistics
Hal Daumé III
North American Chapter of the Association for Computational Linguistics (NAACL), 2009
[Abstract] [BibTeX]

Markov Random Topic Fields
Hal Daumé III
Association for Computational Linguistics (ACL), 2009
[Abstract] [BibTeX]

A Bayesian Statistics Approach to Multiscale Coarse Graining
Pu Liu, Qiang Shi, Hal Daumé III and Gregory Voth
Journal of Chemical Physics (J.ChPhys), 2009
[Abstract] [BibTeX]

Streaming for Large Scale NLP: Language Modeling
Amit Goyal, Hal Daumé III and Suresh Venkatasubramanian
North American Chapter of the Association for Computational Linguistics (NAACL), 2009
[Abstract] [BibTeX]

2008

The Infinite Hierarchical Factor Regression Model
Piyush Rai and Hal Daumé III
Conference on Neural Information Processing Systems (NIPS), 2008
[BibTeX]

Name Translation in Statistical Machine Translation: Learning When to Transliterate
Ulf Hermjakob, Kevin Knight and Hal Daumé III
Conference of the Association for Computational Linguistics (ACL), 2008
[Abstract] [BibTeX]

Structure Compilation: Trading Structure for Features
Percy Liang, Hal Daumé III and Dan Klein
International Conference on Machine Learning (ICML), 2008
[Abstract] [BibTeX]

Cross-Task Knowledge-Constrained Self Training
Hal Daumé III
Empirical Methods in Natural Language Processing (EMNLP), 2008
[Abstract] [BibTeX]

Perceptron-based Coherence Predictors
Devyani Ghosh, John Carter and Hal Daumé III
2nd Workshop on Chip Multiprocessor Memory Systems and Interconnects (ICSA), 2008
[Abstract] [BibTeX]

2007

Frustratingly Easy Domain Adaptation
Hal Daumé III
Conference of the Association for Computational Linguistics (ACL), 2007
[Abstract] [BibTeX]

A Bayesian Model for Discovering Typological Implications
Hal Daumé III and Lyle Campbell
Conference of the Association for Computational Linguistics (ACL), 2007
[Abstract] [BibTeX]

Fast search for Dirichlet process mixture models
Hal Daumé III
Eleventh International Conference on Artificial Intelligence and Statistics (AIStats), 2007
[Abstract] [BibTeX]

Bayesian Agglomerative Clustering with Coalescents
Yee Whye Teh, Hal Daumé III and Daniel Roy
Conference on Neural Information Processing Systems (NIPS), 2007
[Abstract] [BibTeX]

2006

Practical Structured Learning Techniques for Natural Language Processing
Hal Daumé III
Ph.D. Thesis, 2006
[BibTeX]

Searn in Practice
Hal Daumé III, John Langford and Daniel Marcu
Unpublished, 2006
[Abstract] [BibTeX]

Bayesian Query-Focused Summarization
Hal Daumé III and Daniel Marcu
Conference of the Association for Computational Linguistics (ACL), 2006
[Abstract] [BibTeX]

Domain Adaptation for Statistical Classifiers
Hal Daumé III and Daniel Marcu
Journal of Artificial Intelligence Research (JAIR), 2006
[Abstract] [BibTeX]

2005

Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction
Errata: There are some technical errors in this paper; see On Learning Linear Ranking Functions for Beam Search by Xu and Fern, ICML 2007, at http://web.engr.oregonstate.edu/~afern/papers/beam-icml07.pdf for more details.
Hal Daumé III and Daniel Marcu
International Conference on Machine Learning (ICML), 2005
[Abstract] [BibTeX]

Bayesian Summarization at DUC and a Suggestion for Extrinsic Evaluation
Hal Daumé III and Daniel Marcu
Document Understanding Conference (DUC), 2005
[Abstract] [BibTeX]

Induction of Word and Phrase Alignments for Automatic Document Summarization
Hal Daumé III and Daniel Marcu
Computational Linguistics (CL), 2005
[Abstract] [BibTeX]

A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior
Hal Daumé III and Daniel Marcu
Journal of Machine Learning Research (JMLR), 2005
[Abstract] [BibTeX]

Bayesian Multi-Document Summarization at MSE
Hal Daumé III and Daniel Marcu
Workshop on Multilingual Summarization Evaluation (MSE), 2005
[Abstract] [BibTeX]

A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model
Hal Daumé III and Daniel Marcu
Joint Conference on Human Language Technology and Empirical Methods in Natural Language Processing (HLT/EMNLP), 2005
[Abstract] [BibTeX]

Search-Based Structured Prediction as Classification
Hal Daumé III, John Langford and Daniel Marcu
NIPS Workshop on Advances in Structured Learning for Text and Speech Processing (ASLTSP), 2005
[Abstract] [BibTeX]

2004

A Phrase-Based HMM Approach to Document/Abstract Alignment
Hal Daumé III and Daniel Marcu
Empirical Methods in Natural Language Processing (EMNLP), 2004
[Abstract] [BibTeX]

Book Review: Automatic Summarization (I. Mani)
Hal Daumé III
Unpublished, 2004
[BibTeX]

A Tree-Position Kernel for Document Compression
Hal Daumé III and Daniel Marcu
Fourth Document Understanding Conference (DUC), 2004
[Abstract] [BibTeX]

From Zero to Reproducing Kernel Hilbert Spaces in Twelve Pages or Less
Hal Daumé III
Unpublished, 2004
[BibTeX]

Carefully Approximated Bayes Factors for Feature Selection in MaxEnt Models
Hal Daumé III
Unpublished, 2004
[BibTeX]

NP Bracketing by Maximum Entropy Tagging and SVM Reranking
Hal Daumé III and Daniel Marcu
Empirical Methods in Natural Language Processing, 2004
[Abstract] [BibTeX]

Web Search Intent Induction via Automatic Query Reformulation
Hal Daumé III and Eric Brill
North American Chapter of the Association for Computational Linguistics (NAACL), 2004
[Abstract] [BibTeX]

Generic Sentence Fusion is an Ill-Defined Summarization Task
Hal Daumé III and Daniel Marcu
Text Summarization Branches Out Workshop at ACL (TextSum), 2004
[Abstract] [BibTeX]

Supervised clustering with the Dirichlet process
Hal Daumé III and Daniel Marcu
NIPS Workshop on Learning With Structured Outputs (LwSO), 2004
[Abstract] [BibTeX]

Notes on CG and LM-BFGS Optimization of Logistic Regression
Hal Daumé III
Unpublished, 2004
[BibTeX]

2002

Yet Another Haskell Tutorial
Hal Daumé III
Unpublished, 2002
[BibTeX]

The Importance of Lexicalized Syntax Models for Natural Language Generation Tasks
Hal Daumé III, Kevin Knight, Irene Langkilde-Geary, Daniel Marcu and Kenji Yamada
2002 International Conference on Natural Language Generation (INLG), 2002
[Abstract] [BibTeX]

GLEANS: A Generator of Logical Extracts and Abstracts for Nice Summaries
Hal Daumé III, Abdesammad Echihabi, Daniel Marcu, Dragos Stefan Munteanu and Radu Soricut
Second Document Understanding Conference (DUC), 2002
[Abstract] [BibTeX]

A Phrase-Based HMM
Hal Daumé III
Unpublished, 2002
[BibTeX]

A Noisy-Channel Model for Document Compression
Hal Daumé III and Daniel Marcu
40th Annual Meeting of the Association for Computational Linguistics (ACL), 2002
[Abstract] [BibTeX]

2001

Asymmetry of Coordination
Hal Daumé III
Unpublished, 2001
[Abstract] [BibTeX]

Integrated Information Management: An Interactive, Extensible Architecture for Information Retrieval
Eric Nyberg and Hal Daumé III
2001 Human Language Technology Conference (HLT), 2001
[Abstract] [BibTeX]



credits: design and font inspired by Seth Able's LoRD, some images converted to ANSI using ManyTools, original drawing of me by anonymous.
last updated on twenty two september, two thousand sixteen.