Jaime G. Carbonell

According to our database1, Jaime G. Carbonell authored at least 318 papers between 1978 and 2019.

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Bibliography

2019
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework.
CoRR, 2019

Voice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas.
CoRR, 2019

Kashmir: A Computational Analysis of the Voice of Peace.
CoRR, 2019

Learning Rhyming Constraints using Structured Adversaries.
CoRR, 2019

A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers.
CoRR, 2019

CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology.
CoRR, 2019

XLNet: Generalized Autoregressive Pretraining for Language Understanding.
CoRR, 2019

Domain Adaptation of Neural Machine Translation by Lexicon Induction.
CoRR, 2019

The ARIEL-CMU Systems for LoReHLT18.
CoRR, 2019

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.
CoRR, 2019

Expertise drift in referral networks.
Autonomous Agents and Multi-Agent Systems, 2019

Toward Reciprocity-Aware Distributed Learning in Referral Networks.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Characterizing and Avoiding Negative Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Data-Driven Approach to Multiple-Source Domain Adaptation.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Low-Dimensional Density Ratio Estimation for Covariate Shift Correction.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Domain Adaptation of Neural Machine Translation by Lexicon Induction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Transformer-XL: Attentive Language Models beyond a Fixed-Length Context.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Zero-Shot Neural Transfer for Cross-Lingual Entity Linking.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Gradient-Based Inference for Networks with Output Constraints.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Bounds on the minimax rate for estimating a prior over a VC class from independent learning tasks.
Theor. Comput. Sci., 2018

Robust learning in expert networks: a comparative analysis.
J. Intell. Inf. Syst., 2018

Characterizing and Avoiding Negative Transfer.
CoRR, 2018

Zero-shot Neural Transfer for Cross-lingual Entity Linking.
CoRR, 2018

Neural Cross-Lingual Named Entity Recognition with Minimal Resources.
CoRR, 2018

Towards Semi-Supervised Learning for Deep Semantic Role Labeling.
CoRR, 2018

Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations.
CoRR, 2018

Towards more Reliable Transfer Learning.
CoRR, 2018

The Nonlinearity Coefficient - Predicting Overfitting in Deep Neural Networks.
CoRR, 2018


Towards More Reliable Transfer Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Market-Aware Proactive Skill Posting.
Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Gradients explode - Deep Networks are shallow - ResNet explained.
Proceedings of the 6th International Conference on Learning Representations, 2018

Endorsement in Referral Networks.
Proceedings of the Multi-Agent Systems - 16th European Conference, 2018

Temporal transfer learning for drift adaptation.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Neural Cross-lingual Named Entity Recognition with Minimal Resources.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Towards Semi-Supervised Learning for Deep Semantic Role Labeling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Expertise Drift in Referral Networks.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

I Know What You Don't Know: Proactive Learning through Targeted Human Interaction.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Automatically Tagging Constructions of Causation and Their Slot-Fillers.
TACL, 2017

Event-based summarization using a centrality-as-relevance model.
Knowl. Inf. Syst., 2017

Multitask Matrix Completion for Learning Protein Interactions Across Diseases.
Journal of Computational Biology, 2017

Gradients explode - Deep Networks are shallow - ResNet explained.
CoRR, 2017

Nonparametric Neural Networks.
CoRR, 2017

Likelihood Almost Free Inference Networks.
CoRR, 2017

Convolutional Normalizing Flows.
CoRR, 2017

Normalized Gradient with Adaptive Stepsize Method for Deep Neural Network Training.
CoRR, 2017

Co-Clustering for Multitask Learning.
CoRR, 2017

Self-Paced Multitask Learning with Shared Knowledge.
CoRR, 2017

Enforcing Constraints on Outputs with Unconstrained Inference.
CoRR, 2017

CMU CS Event TAC-KBP2017 Event Argument Extraction System.
Proceedings of the 2017 Text Analysis Conference, 2017

Multi-Task Multiple Kernel Relationship Learning.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Active Learning from Peers.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Robust Learning in Expert Networks: A Comparative Analysis.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Self-Paced Multitask Learning with Shared Knowledge.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Nonparametric Neural Networks.
Proceedings of the 5th International Conference on Learning Representations, 2017

Incentive Compatible Proactive Skill Posting in Referral Networks.
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2017

The BECauSE Corpus 2.0: Annotating Causality and Overlapping Relations.
Proceedings of the 11th Linguistic Annotation Workshop, 2017

Vision-Language Fusion for Object Recognition.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Exploring events and distributed representations of text in multi-document summarization.
Knowl.-Based Syst., 2016

Learning Concept Graphs from Online Educational Data.
J. Artif. Intell. Res., 2016

Multi-Task Multiple Kernel Relationship Learning.
CoRR, 2016

CMU CS Event TAC-KBP2016 Event Argument Extraction System.
Proceedings of the 2016 Text Analysis Conference, 2016

CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Multitask Matrix Completion for Learning Protein Interactions Across Diseases.
Proceedings of the Research in Computational Molecular Biology - 20th Annual Conference, 2016

Proactive Transfer Learning for Heterogeneous Feature and Label Spaces.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Adaptive Smoothed Online Multi-Task Learning.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Generation from Abstract Meaning Representation using Tree Transducers.
Proceedings of the NAACL HLT 2016, 2016

Efficient Shift-Invariant Dictionary Learning.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Proactive-DIEL in Evolving Referral Networks.
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2016

Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Data-driven Automated Induction of Prerequisite Structure Graphs.
Proceedings of the 9th International Conference on Educational Data Mining, 2016

Distributed Learning in Expert Referral Networks.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Leveraging Multilingual Training for Limited Resource Event Extraction.
Proceedings of the COLING 2016, 2016

Proactive Skill Posting in Referral Networks.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
Efficient Structured Matrix Rank Minimization.
CoRR, 2015

Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks.
CoRR, 2015

Privacy-Preserving Multi-Document Summarization.
CoRR, 2015

Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach.
CoRR, 2015

Concept Graph Learning from Educational Data.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Modeling Event Extraction via Multilingual Data Sources.
Proceedings of the 2015 Text Analysis Conference, 2015

Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach.
Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015

Refining Literature Curated Protein Interactions Using Expert Opinions.
Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks.
Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015

Annotating Causal Language Using Corpus Lexicography of Constructions.
Proceedings of The 9th Linguistic Annotation Workshop, 2015

Automatic Keyword Extraction on Twitter.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Frame-Semantic Role Labeling with Heterogeneous Annotations.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Unsupervised Phrasal Near-Synonym Generation from Text Corpora.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Privacy-Preserving Important Passage Retrieval.
CoRR, 2014

Ensemble Detection of Single & Multiple Events at Sentence-Level.
CoRR, 2014

Privacy-Preserving Important Passage Retrieval.
Proceedings of the Proceeding of the 1st International Workshop on Privacy-Preserving IR: When Information Retrieval Meets Privacy and Security co-located with 37th Annual International ACM SIGIR conference, 2014

Efficient Structured Matrix Rank Minimization.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Resources for the Detection of Conventionalized Metaphors in Four Languages.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Textual Event Detection Using Fuzzy Fingerprints.
Proceedings of the Intelligent Systems'2014, 2014

Saddle Points and Accelerated Perceptron Algorithms.
Proceedings of the 31th International Conference on Machine Learning, 2014

Detecting Non-Adversarial Collusion in Crowdsourcing.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Proactive learning with multiple class-sensitive labelers.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Cross-Lingual Information to the Rescue in Keyword Extraction.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Discriminative Graph-Based Parser for the Abstract Meaning Representation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
A theory of transfer learning with applications to active learning.
Machine Learning, 2013

Recognition of Named-Event Passages in News Articles.
CoRR, 2013

Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning.
CoRR, 2013

Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization.
CoRR, 2013

Hourly Traffic Prediction of News Stories.
CoRR, 2013

Key Phrase Extraction of Lightly Filtered Broadcast News.
CoRR, 2013

Multitask learning for host-pathogen protein interactions.
Bioinformatics, 2013

Self reinforcement for important passage retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Buy-in-Bulk Active Learning.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Large-Scale Discriminative Training for Statistical Machine Translation Using Held-Out Line Search.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Learnability of DNF with representation-specific queries.
Proceedings of the Innovations in Theoretical Computer Science, 2013

The Effects of Lexical Resource Quality on Preference Violation Detection.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Structured Sparse Canonical Correlation Analysis.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

On the parameter optimization of Support Vector Machines for binary classification.
J. Integrative Bioinformatics, 2012

An effective framework for characterizing rare categories.
Frontiers Comput. Sci., 2012

Smoothing Proximal Gradient Method for General Structured Sparse Learning
CoRR, 2012

Techniques to cope with missing data in host-pathogen protein interaction prediction.
Bioinformatics, 2012

Key Phrase Extraction of Lightly Filtered Broadcast News.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Adaptive Multi-task Sparse Learning with an Application to fMRI Study.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Parameter Influence in Genetic Algorithm Optimization of Support Vector Machines.
Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012

Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Cost-Sensitive Risk Stratification in the Diagnosis of Heart Disease.
Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012

Collaborative workflow for crowdsourcing translation.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Recognition of Named-Event Passages in News Articles.
Proceedings of the COLING 2012, 2012

Fast Approximate Matching of Astronomical Objects.
Proceedings of the 2012 IEEE International Conference on Cluster Computing Workshops, 2012

2011
Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning.
Proceedings of the COLT 2011, 2011

The Sample Complexity of Self-Verifying Bayesian Active Learning.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Virus interactions with human signal transduction pathways.
I. J. Computational Biology and Drug Design, 2011

Smoothing Proximal Gradient Method for General Structured Sparse Learning.
Proceedings of the UAI 2011, 2011

Detection of Internet scam using logistic regression.
Proceedings of the IEEE International Conference on Systems, 2011

SmartNotes: Application of crowdsourcing to the detection of web threats.
Proceedings of the IEEE International Conference on Systems, 2011

Sparse Latent Semantic Analysis.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Feature Selection for Transfer Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Statistical Learning for File-Type Identification.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Modeling personalized email prioritization: classification-based and regression-based approaches.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Phrasal Equivalence Classes for Generalized Corpus-Based Machine Translation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Active Learning with Multiple Annotations for Comparable Data Classification Task.
Proceedings of the 4th Workshop on Building and Using Comparable Corpora: Comparable Corpora and the Web, 2011

Towards Task Recommendation in Micro-Task Markets.
Proceedings of the Human Computation, 2011

2010
From Active to Proactive Learning Methods.
Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Coselection of features and instances for unsupervised rare category analysis.
Statistical Analysis and Data Mining, 2010

Studies on Relevance, Ranking and Results Display
CoRR, 2010

An Efficient Proximal-Gradient Method for Single and Multi-task Regression with Structured Sparsity
CoRR, 2010

Graph-Structured Multi-task Regression and an Efficient Optimization Method for General Fused Lasso
CoRR, 2010

Active machine learning for transmembrane helix prediction.
BMC Bioinformatics, 2010

Active learning for human protein-protein interaction prediction.
BMC Bioinformatics, 2010

Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins.
Bioinformatics, 2010

Learning of personalized security settings.
Proceedings of the IEEE International Conference on Systems, 2010

Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization.
Proceedings of the SIAM International Conference on Data Mining, 2010

Co-selection of Features and Instances for Unsupervised Rare Category Analysis.
Proceedings of the SIAM International Conference on Data Mining, 2010

A Probabilistic Framework to Learn from Multiple Annotators with Time-Varying Accuracy.
Proceedings of the SIAM International Conference on Data Mining, 2010

Active Learning and Crowd-Sourcing for Machine Translation.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Automatic Detection of HIV Drug Resistance-Associated Mutations.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Rare Category Characterization.
Proceedings of the ICDM 2010, 2010

Learning Preferences with Millions of Parameters by Enforcing Sparsity.
Proceedings of the ICDM 2010, 2010

Monolingual Distributional Profiles for Word Substitution in Machine Translation.
Proceedings of the COLING 2010, 2010

Rank learning for factoid question answering with linguistic and semantic constraints.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Bayesian Active Learning Using Arbitrary Binary Valued Queries.
Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010

Active Learning-Based Elicitation for Semi-Supervised Word Alignment.
Proceedings of the ACL 2010, 2010

Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Conditional Graphical Models for Protein Structural Motif Recognition.
Journal of Computational Biology, 2009

Pairwise Document Classification for Relevance Feedback.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Analysis of uncertain data: Evaluation of given hypotheses.
Proceedings of the IEEE International Conference on Systems, 2009

Analysis of uncertain data: Selection of probes for information gathering.
Proceedings of the IEEE International Conference on Systems, 2009

Creating and visualizing fuzzy document classification.
Proceedings of the IEEE International Conference on Systems, 2009

Analysis of uncertain data: Smoothing of histograms.
Proceedings of the IEEE International Conference on Systems, 2009

Scheduling with uncertain resources: Representation of common knowledge.
Proceedings of the IEEE International Conference on Systems, 2009

It pays to be picky: an evaluation of thread retrieval in online forums.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Prior-Free Rare Category Detection.
Proceedings of the SIAM International Conference on Data Mining, 2009

Prediction of Interactions Between HIV-1 and Human Proteins by Information Integration.
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

Active Learning in Example-Based Machine Translation.
Proceedings of the 17th Nordic Conference of Computational Linguistics, 2009

Efficiently learning the accuracy of labeling sources for selective sampling.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Accelerated Gradient Method for Multi-task Sparse Learning Problem.
Proceedings of the ICDM 2009, 2009

Communication interception of human signal transduction pathways by Human Immunodeficiency Virus-1.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009

Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve.
Proceedings of the Advances in Information Retrieval, 2009

2008
Fast learning of document ranking functions with the committee perceptron.
Proceedings of the International Conference on Web Search and Web Data Mining, 2008

Document and Query Expansion Models for Blog Distillation.
Proceedings of The Seventeenth Text REtrieval Conference, 2008

Scheduling with uncertain resources: Learning to make reasonable assumptions.
Proceedings of the IEEE International Conference on Systems, 2008

Analysis of uncertain data: Tools for representation and processing.
Proceedings of the IEEE International Conference on Systems, 2008

Scheduling with uncertain resources: Learning to ask the right questions.
Proceedings of the IEEE International Conference on Systems, 2008

Evaluating an Agglutinative Segmentation Model for ParaMor.
Proceedings of the Tenth Meeting of ACL Special Interest Group on Computational Morphology and Phonology, 2008

The impact of history length on personalized search.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Retrieval and feedback models for blog feed search.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Predicate Indexing for Incremental Multi-Query Optimization.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Rare Class Discovery Based on Active Learning.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

Paired Sampling in Density-Sensitive Active Learning.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

Cluster-Based Query Expansion for Statistical Question Answering.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Document Representation and Query Expansion Models for Blog Recommendation.
Proceedings of the Second International Conference on Weblogs and Social Media, 2008

Optimizing estimated loss reduction for active sampling in rank learning.
Proceedings of the Machine Learning, 2008

ParaMor and Morpho Challenge 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Corpus microsurgery: criteria optimization for medical cross-language ir.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Proactive learning: cost-sensitive active learning with multiple imperfect oracles.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Suppressing outliers in pairwise preference ranking.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

RADAR: A Personal Assistant that Learns to Reduce Email Overload.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Stuctured Queries for Legal Search.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Retrieval and Feedback Models for Blog Distillation.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

ParaMor: Minimally Supervised Induction of Paradigm Structure and Morphological Analysis.
Proceedings of Ninth Meeting of the ACL Special Interest Group in Computational Morphology and Phonology, 2007

Federated Ontology Search for the Medical Domain.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Nearest-Neighbor-Based Active Learning for Rare Category Detection.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Combining Probability-Based Rankers for Action-Item Detection.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Protein Quaternary Fold Recognition Using Conditional Graphical Models.
Proceedings of the IJCAI 2007, 2007

Cluster-Based Selection of Statistical Answering Strategies.
Proceedings of the IJCAI 2007, 2007

Graph-Based Semi-Supervised Learning as a Generative Model.
Proceedings of the IJCAI 2007, 2007

Dual Strategy Active Learning.
Proceedings of the Machine Learning: ECML 2007, 2007

ParaMor: Finding Paradigms across Morphology.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

Genre identification and goal-focused summarization.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Combining N-grams and Alignment in G-protein Coupling Specificity Prediction.
Proceedings of 5th Asia-Pacific Bioinformatics Conference, 2007

2006
Protein Fold Recognition Using Segmentation Conditional Random Fields (SCRFs).
Journal of Computational Biology, 2006

Scheduling with Uncertain Resources: Search for a Near-Optimal Solution.
Proceedings of the IEEE International Conference on Systems, 2006

Scheduling with Uncertain Resources: Collaboration with the User.
Proceedings of the IEEE International Conference on Systems, 2006

Scheduling with Uncertain Resources: Elicitation of Additional Data.
Proceedings of the IEEE International Conference on Systems, 2006

Scheduling with Uncertain Resources: Representation and Utility Function.
Proceedings of the IEEE International Conference on Systems, 2006

Spectral Clustering for Example Based Machine Translation.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Incremental Aggregation on Multiple Continuous Queries.
Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

ARGUS: Efficient Scalable Continuous Query Optimization for Large-Volume Data Streams.
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006

2005
Transnational Information Sharing, Event Notification, Rule Enforcement and Process Coordination.
IJEGR, 2005

Detecting action-items in e-mail.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Segmentation Conditional Random Fields (SCRFs): A New Approach for Protein Fold Recognition.
Proceedings of the Research in Computational Molecular Biology, 2005

ARGUS: Rete + DBMS = Efficient Persistent Profile Matching on Large-Volume Data Streams.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

A Machine Text-Inspired Machine Learning Approach for Identification of Transmembrane Helix Boundaries.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Predicting protein folds with structural repeats using a chain graph model.
Proceedings of the Machine Learning, 2005

Symmetric Probabilistic Alignment.
Proceedings of the Workshop on Building and Using Parallel Texts@ACL 2005, 2005

2004
Comparison of probabilistic combination methods for protein secondary structure prediction.
Bioinformatics, 2004

Search for approximate matches in large databases.
Proceedings of the IEEE International Conference on Systems, 2004

Unsupervised Induction of Natural Language Morphology Inflection Classes.
Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology: Current Themes in Computational Phonology and Morphology, 2004

Context sensitive vocabulary and its application in protein secondary structure prediction.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Data Collection and Analysis of Mapudungun Morphology for Spelling Correction.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

The Translation Correction Tool: English-Spanish User Studies.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Developing Language Resources for a Transnational Digital Government System.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Instance-Based Question Answering: A Data-Driven Approach.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

A Prototype System for Transnational Information Sharing and Process Coordination: System Demo.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

A Prototype System for Transnational Information Sharing and Process Coordination.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

Unsupervised question answering data acquisition from local corpora.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Error Analysis of Two Types of Grammar for the Purpose of Automatic Rule Refinement.
Proceedings of the Machine Translation: From Real Users to Research, 2004

2003
Experiments with a Hindi-to-English transfer-based MT system under a miserly data scenario.
ACM Trans. Asian Lang. Inf. Process., 2003

The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning.
Proceedings of The Twelfth Text REtrieval Conference, 2003

A New Pairwise Ensemble Approach for Text Classification.
Proceedings of the Machine Learning: ECML 2003, 2003

Cross Lingual QA: A Modular Baseline.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

Cross Lingual QA: A Modular Baseline in CLEF 2003.
Proceedings of the Comparative Evaluation of Multilingual Information Access Systems, 2003

Grand challenges for information management.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
MT for Minority Languages Using Elicitation-Based Learning of Syntactic Transfer Rules.
Machine Translation, 2002

The JAVELIN Question-Answering System at TREC 2002.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Topic-conditioned novelty detection.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Boosting to correct inductive bias in text classification.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Automatic Rule Learning for Resource-Limited MT.
Proceedings of the Machine Translation: From Research to Real Users, 2002

2000
Special Issue of Machine Learning on Information Retrieval - Introduction.
Machine Learning, 2000

Creating and Evaluating Multi-Document Sentence Extract Summaries.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999
Summarizing Text Documents: Sentence Selection and Evaluation Metrics.
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

Selecting Text Spans for Document Summaries: Heuristics and Metrics.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
Translingual Information Retrieval: Learning from Bilingual Corpora.
Artif. Intell., 1998

Summarization: (1) Using MMR for Diversity- Based Reranking and (2) Evaluating Summaries.
Proceedings of the TIPSTER TEXT PROGRAM PHASE III: Proceedings of a Workshop held at Baltimore, 1998

A Study of Retrospective and On-Line Event Detection.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

1997
Translingual Information Retrieval: A Comparative Evaluation.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

1995
Integrating planning and learning: the PRODIGY architecture.
J. Exp. Theor. Artif. Intell., 1995

VERY Large Knowledge Bases - Architecture vs Engineering.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994
Knowledge Representation Issues in Integrated Planning and Learning Systems (Abstract).
Proceedings of the 4th International Conference on Principles of Knowledge Representation and Reasoning (KR'94). Bonn, 1994

Evaluation Metrics for Knowledge-Based Machine Translation.
Proceedings of the 15th International Conference on Computational Linguistics, 1994

Control Knowledge to Improve Plan Quality.
Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994

1993
Derivational Analogy in Prodigy: Automating Case Acquisition, Storage, and Utilization.
Machine Learning, 1993

Lessons from TIPSTER/SHOGUN/JANUS.
Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA, USA, June 27, 1993

1992
Machine Learning: A Maturing Field.
Machine Learning, 1992

Is Production System Match Interesting?
Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992

Machine translation - a knowledge-based approach.
Morgan Kaufmann, ISBN: 978-1-55860-128-4, 1992

1991
PRODIGY: An Integrated Architecture for Planning and Learning.
SIGART Bulletin, 1991

Editorial.
Machine Learning, 1991

Session 3: Machine Translation.
Proceedings of the Speech and Natural Language, 1991

Learning by Analogical Replay in PRODIGY: First Results.
Proceedings of the Machine Learning, 1991

1990
Machine Translation Again?
Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Hidden Valley, 1990

1989
Explanation-Based Learning: A Problem Solving Perspective.
Artif. Intell., 1989

Introduction: Paradigms for Machine Learning.
Artif. Intell., 1989

White Paper on Natural Language Processing.
Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Cape Cod, 1989

Towards a General Framework for Composing Disjunctive and Iterative Macro-operators.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1988
FERMI: A Flexible Expert Reasoner with Multi-Domain Inferencing.
Cognitive Science, 1988

Anaphora resolution: a multy-strategy approach.
Proceedings of the 12th International Conference on Computational Linguistics, 1988

1987
Integrating discourse pragmatics and propositional knowledge for multilingual natural language processing.
Machine Translation, 1987

CoalSORT: A Knowledge-Based Interface.
IEEE Expert, 1987

The Universal Parser Architecture for Knowledge-based Machine Translation.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

Strategies for Learning Search Control Rules: An Explanation-based Approach.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1986
Natural Language Interfaces - Ready for Commercial Success?
Proceedings of the 11th International Conference on Computational Linguistics, 1986

Another Stride Towards Knowledge-Based Machine Translation.
Proceedings of the 11th International Conference on Computational Linguistics, 1986

Parsing Spoken Language: A Semantic Caseframe Approach.
Proceedings of the 11th International Conference on Computational Linguistics, 1986

The FERMI System: Inducing Iterative Macro-Operators from Experience.
Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1984
Approaches to machine learning.
JASIS, 1984

Coping with Extragrammaticality.
Proceedings of the 10th International Conference on Computational Linguistics and 22nd Annual Meeting of the Association for Computational Linguistics, 1984

Is There Natural Language after Data Bases?
Proceedings of the 10th International Conference on Computational Linguistics and 22nd Annual Meeting of the Association for Computational Linguistics, 1984

1983
Recovery Strategies for Parsing Extragrammatical Language.
American Journal of Computational Linguistics, 1983

Machine Learning: A Historical and Methodological Analysis.
AI Magazine, 1983

User Modelling and Natural Language Interface Design.
Proceedings of the Software-Ergonomie, 1983

A Framework for Processing Corrections in Task-Oriented Dialogues.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

The XCALIBUR Project: A Natural Language Interface to Expert Systems.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

Discourse Pragmatics and Ellipsis Resolution in Task-Oriented Natural Language Interfaces.
Proceedings of the 21st Annual Meeting of the Association for Computational Linguistics, 1983

Derivational Analogy and Its Role in Problem Solving.
Proceedings of the National Conference on Artificial Intelligence, 1983

1982
A note on the AI tutorial at the ACM.
SIGART Newsletter, 1982

Robust man-machine interfaces and dialog modelling: Carnegie-Mellon University.
SIGART Newsletter, 1982

Artificial Intelligence Techniques and Methodology.
AI Magazine, 1982

Experiential Learning in Analogical Problem Solving.
Proceedings of the National Conference on Artificial Intelligence, 1982

1981
Machine learning research.
SIGART Newsletter, 1981

Steps Toward Knowledge-Based Machine Translation.
IEEE Trans. Pattern Anal. Mach. Intell., 1981

Counterplanning: A Strategy-Based Model of Adversary Planning in Real-World Situations.
Artif. Intell., 1981

Multi-Strategy Construction-Specific Parsing for Flexible Data Base Query and Update.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

A Computational Model of Analogical Problem Solving.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

A tutorial on natural-language processing.
Proceedings of the ACM 1981 Annual Conference, Los Angeles, CA, USA, November 9-11, 1981., 1981

Dynamic Strategy Selection in Flexible Parsing.
Proceedings of the 19th Annual Meeting of the Association for Computational Linguistics, Stanford University, Stanford, California, USA, June 29, 1981

1980
Artificial Intelligence Research at Carnegie-Mellon University.
AI Magazine, 1980

Towards a Process Model of Human Personality Traits.
Artif. Intell., 1980

Consistency of Models (discussion).
Proceedings of the Workshop on Data Abstraction, 1980

Presentation (discussion).
Proceedings of the Workshop on Data Abstraction, 1980

Default Reasoning and Inheritance Mechanisms on Type Hierarchies.
Proceedings of the Workshop on Data Abstraction, 1980

Metapher - A Key to Extensible Semantic Analysis.
Proceedings of the 18th Annual Meeting of the Association for Computational Linguistics, 1980

DELTA-MIN: A Search-Control Method for Information-Gathering Problems.
Proceedings of the 1st Annual National Conference on Artificial Intelligence, 1980

1979
The Counterplanning Process: Reasoning under Adversity.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

Computer Models of Human Personality Traits.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

Towards a Self-Extending Parser.
Proceedings of the 17th Annual Meeting of the Association for Computational Linguistics, 29 June, 1979

1978
Comments on the paper of Cherniavsky: "On artificial intelligence and attempts to disprove its existance".
Inf. Syst., 1978

POLITICS: Automated Ideological Reasoning.
Cognitive Science, 1978

Intentlonallty and Human Conversations.
Proceedings of the Theoretical Issues in Natural Language Processing-2, 1978


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