Jaime Carbonell
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American computer scientist
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Computer Science
Why Is Jaime Carbonell Influential?
(Suggest an Edit or Addition)According to Wikipedia, Jaime Guillermo Carbonell was a computer scientist who made seminal contributions to the development of natural language processing tools and technologies. His extensive research in machine translation resulted in the development of several state-of-the-art language translation and artificial intelligence systems. He earned his B.S. degrees in Physics and in Mathematics from MIT in 1975 and did his Ph.D. under Dr. Roger Schank at Yale University in 1979. He joined Carnegie Mellon University as an assistant professor of computer science in 1979 and lived in Pittsburgh from then. He was affiliated with the Language Technologies Institute, Computer Science Department, Machine Learning Department, and Computational Biology Department at Carnegie Mellon.
Jaime Carbonell's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- XLNet: Generalized Autoregressive Pretraining for Language Understanding (2019) (5668)
- The use of MMR, diversity-based reranking for reordering documents and producing summaries (1998) (2529)
- Transformer-XL: Attentive Language Models beyond a Fixed-Length Context (2019) (2399)
- Topic Detection and Tracking Pilot Study Final Report (1998) (1194)
- The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries (1998) (886)
- A study of retrospective and on-line event detection (1998) (819)
- Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization (2010) (669)
- Summarizing text documents: sentence selection and evaluation metrics (1999) (565)
- Derivational analogy: a theory of reconstructive problem solving and expertise acquisition (1993) (531)
- Presentation (2006) (510)
- Integrating planning and learning: the PRODIGY architecture (1995) (473)
- Multi-Document Summarization By Sentence Extraction (2000) (436)
- Learning approaches for detecting and tracking news events (1999) (397)
- Explanation-Based Learning: A Problem Solving Perspective (1989) (364)
- PRODIGY: an integrated architecture for planning and learning (1991) (315)
- A Discriminative Graph-Based Parser for the Abstract Meaning Representation (2014) (307)
- Learning generative models for protein fold families (2011) (302)
- An Overview of Machine Learning (1983) (275)
- Efficiently learning the accuracy of labeling sources for selective sampling (2009) (263)
- Interactive drama, art and artificial intelligence (2002) (263)
- Learning effective search control knowledge: an explanation-based approach (1988) (261)
- Topic-conditioned novelty detection (2002) (253)
- Proactive learning: cost-sensitive active learning with multiple imperfect oracles (2008) (253)
- Learning by Analogy: Formulating and Generalizing Plans from Past Experience (1983) (251)
- Subjective understanding, computer models of belief systems (1981) (239)
- Characterizing and Avoiding Negative Transfer (2018) (238)
- Smoothing proximal gradient method for general structured sparse regression (2010) (219)
- PRODIGY4.0: The Manual and Tutorial (1992) (218)
- Translingual Information Retrieval: A Comparative Evaluation (1997) (204)
- Dual Strategy Active Learning (2007) (196)
- Accelerated Gradient Method for Multi-task Sparse Learning Problem (2009) (189)
- Derivational Analogy in PRODIGY: Automating Case Acquisition, Storage, and Utilization (1993) (187)
- Machine translation - a knowledge-based approach (1992) (180)
- Machine learning research (1981) (174)
- Recovery Strategies for Parsing Extragrammatical Language (1983) (166)
- Anaphora Resolution: A Multi-Strategy Approach (1988) (162)
- Active Learning and Crowd-Sourcing for Machine Translation (2010) (161)
- Knowledge-Based Intelligent Information and Engineering Systems (2004) (161)
- Topics in Case-Based Reasoning (1994) (158)
- Neural Cross-Lingual Named Entity Recognition with Minimal Resources (2018) (154)
- Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins (2010) (154)
- Retrieval and feedback models for blog feed search (2008) (148)
- Prediction of Interactions Between HIV-1 and Human Proteins by Information Integration (2008) (147)
- Automated Deduction — CADE-16 (2002) (140)
- A theory of transfer learning with applications to active learning (2013) (139)
- Protein classification based on text document classification techniques (2005) (127)
- Machine learning: paradigms and methods (1990) (127)
- Derivational Analogy and Its Role in Problem Solving (1983) (126)
- A Computational Model of Analogical Problem Solving (1981) (126)
- Document Representation and Query Expansion Models for Blog Recommendation (2008) (125)
- Machine learning: a guide to current research (1986) (123)
- Metaphor : an inescapable phenomenon in natural language comprehension (1981) (122)
- Towards Task Recommendation in Micro-Task Markets (2011) (121)
- Nearest-Neighbor-Based Active Learning for Rare Category Detection (2007) (118)
- Introduction: Paradigms for Machine Learning (1989) (115)
- An Efficient Interlingua Translation System for Multi-lingual Document Production (1991) (112)
- A Probabilistic Framework to Learn from Multiple Annotators with Time-Varying Accuracy (2010) (110)
- Creating and evaluating multi-document sentence extract summaries (2000) (109)
- Translingual Information Retrieval: Learning from Bilingual Corpora (1998) (108)
- Advanced Distributed Learning (2012) (101)
- Structured Sparse Canonical Correlation Analysis (2012) (99)
- Graph-Structured Multi-task Regression and an Efficient Optimization Method for General Fused Lasso (2010) (99)
- Smoothing Proximal Gradient Method for General Structured Sparse Learning (2011) (95)
- Generation from Abstract Meaning Representation using Tree Transducers (2016) (95)
- POLITICS: Automated Ideological Reasoning (1978) (95)
- Learning by experimentation: the operator refinement method (1990) (91)
- Towards a Process Model of Human Personality Traits (1980) (89)
- Learning by Experimentation (1987) (88)
- Parsing Spoken Language: a Semantic Caseframe Approach (1986) (80)
- Multitask learning for host–pathogen protein interactions (2013) (79)
- Nonlinear Planning with Parallel Resource Allocation (1990) (78)
- Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (2003) (77)
- Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings (2016) (77)
- A New Boosting Algorithm Using Input-Dependent Regularizer (2003) (75)
- Active learning for human protein-protein interaction prediction (2010) (75)
- Concept Graph Learning from Educational Data (2015) (74)
- Comparative n-gram analysis of whole-genome protein sequences (2002) (73)
- Frame-Semantic Role Labeling with Heterogeneous Annotations (2015) (73)
- Context-Based Machine Translation (2006) (72)
- Optimizing estimated loss reduction for active sampling in rank learning (2008) (72)
- On the parameter optimization of Support Vector Machines for binary classification (2012) (69)
- Machine Learning: A Historical and Methodological Analysis (1983) (68)
- Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization (2012) (67)
- Strategies for Learning Search Control Rules: An Explanation-based Approach (1987) (67)
- RADAR: A Personal Assistant that Learns to Reduce Email Overload (2008) (66)
- Counterplanning: A Strategy-Based Model of Adversary Planning in Real-World Situations (1981) (65)
- Knowledge-Based Machine Translation, The CMU Approach (1987) (64)
- Experiments with a Hindi-to-English transfer-based MT system under a miserly data scenario (2003) (63)
- Acquiring Effective Search Control Rules: Explanation-Based Learning in the PRODIGY System (1987) (62)
- Collaborative workflow for crowdsourcing translation (2012) (59)
- CMU Report on TDT-2: Segmentation, Detection and Tracking (1999) (58)
- The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning (2003) (58)
- The XCALIBUR Project: A Natural Language Interface to Expert Systems (1983) (58)
- The BECauSE Corpus 2.0: Annotating Causality and Overlapping Relations (2017) (57)
- Towards a Self-Extending Parser (1979) (57)
- Discourse Pragmatics and Ellipsis Resolution in Task-Oriented Natural Language Interfaces (1983) (57)
- Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework (2019) (56)
- FERMI: A Flexible Expert Reasoner with Multi-Domain Inferencing (1988) (56)
- Rank learning for factoid question answering with linguistic and semantic constraints (2010) (55)
- A framework for interactive and automatic refinement of transfer-based machine translation (2005) (55)
- MT for Minority Languages Using Elicitation-Based Learning of Syntactic Transfer Rules (2002) (55)
- Dynamic Strategy Selection in Flexible Parsing (1981) (53)
- Steps Toward Knowledge-Based Machine Translation (1981) (53)
- CoalSORT: A Knowledge-Based Interface (1987) (52)
- Automatic Keyword Extraction on Twitter (2015) (52)
- Graph-Based Semi-Supervised Learning as a Generative Model (2007) (51)
- CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss (2016) (50)
- Selecting Text Spans for Document Summaries: Heuristics and Metrics (1999) (50)
- It pays to be picky: an evaluation of thread retrieval in online forums (2009) (50)
- Domain Adaptation of Neural Machine Translation by Lexicon Induction (2019) (50)
- Feature Selection for Transfer Learning (2011) (49)
- Protein Fold Recognition Using Segmentation Conditional Random Fields (SCRFs) (2006) (49)
- Learning Concept Graphs from Online Educational Data (2016) (48)
- Towards a General Framework for Composing Disjunctive and Iterative Macro-operators (1989) (48)
- ParaMor: Finding Paradigms across Morphology (2008) (48)
- Transformer-XL: Language Modeling with Longer-Term Dependency (2018) (47)
- Metapher - A Key to Extensible Semantic Analysis (1980) (47)
- Control Knowledge to Improve Plan Quality (1994) (47)
- Segmentation Conditional Random Fields (SCRFs): A New Approach for Protein Fold Recognition (2005) (47)
- Detecting action-items in e-mail (2005) (44)
- Integrating derivational analogy into a general problem-solving architecture (1988) (44)
- Zero-shot Neural Transfer for Cross-lingual Entity Linking (2018) (43)
- Fast learning of document ranking functions with the committee perceptron (2008) (43)
- The JAVELIN Question-Answering System at TREC 2002 (2002) (42)
- Multi-Strategy Construction-Specific Parsing for Flexible Data Base Query and Update (1981) (42)
- Comparison of probabilistic combination methods for protein secondary structure prediction (2004) (42)
- Toward Scaling Up Machine Learning: A Case Study with Derivational Analogy in PRODIGY (1993) (42)
- Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations (2018) (41)
- Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer (2017) (41)
- On the parameter optimization of Support Vector Machines for binary classification. (2012) (41)
- Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve (2009) (41)
- The Universal Parser Architecture for Knowledge-based Machine Translation (1987) (41)
- Representing Plans Under Uncertainty: A Logic of Time, Chance, and Action (1994) (40)
- Techniques to cope with missing data in host–pathogen protein interaction prediction (2012) (40)
- Retrieval and Feedback Models for Blog Distillation (2007) (40)
- Hope Speech Detection: A Computational Analysis of the Voice of Peace (2019) (40)
- Paramor: from paradigm structure to natural language morphology induction (2008) (39)
- Approaches to machine learning (1984) (39)
- Sparse Latent Semantic Analysis (2011) (39)
- Statistical Learning for File-Type Identification (2011) (39)
- Active learning and crowdsourcing for machine translation in low resource scenarios (2012) (38)
- An E-cient Proximal Gradient Method for General Structured Sparse Learning (2010) (37)
- Boosting to correct inductive bias in text classification (2002) (37)
- Review of the Early Diagnoses and Assessment of Rejection in Vascularized Composite Allotransplantation (2013) (37)
- Gradients explode - Deep Networks are shallow - ResNet explained (2017) (36)
- Transnational Information Sharing, Event Notification, Rule Enforcement and Process Coordination (2005) (36)
- Automatic rule learning for resource-limited MT (2002) (36)
- Learning the User’s Language: A Step Towards Automated Creation of User Models (1989) (36)
- Exploring events and distributed representations of text in multi-document summarization (2016) (36)
- Paired Sampling in Density-Sensitive Active Learning (2008) (35)
- Rare Category Characterization (2010) (35)
- Re: The Gettysburg Address Representing Social and Political Acts. (1978) (35)
- Adaptive Smoothed Online Multi-Task Learning (2016) (34)
- Summarization: (1) Using MMR for Diversity- Based Reranking and (2) Evaluating Summaries (1998) (34)
- Annotating Causal Language Using Corpus Lexicography of Constructions (2015) (34)
- Optimizing Data Usage via Differentiable Rewards (2019) (34)
- A Meta-Learning Approach for Robust Rank Learning (2008) (34)
- Evaluation Metrics for Knowledge-Based Machine Translation (1994) (33)
- Instance-Based Question Answering: A Data-Driven Approach (2004) (33)
- Design and implementation of controlled elicitation for machine translation of low-density languages (2001) (32)
- The FERMI System: Inducing Iterative Macro-Operators from Experience (1986) (32)
- An Efficient Proximal-Gradient Method for Single and Multi-task Regression with Structured Sparsity (2010) (32)
- Reducing boundary friction using translation-fragment overlap (2003) (31)
- Automatically Tagging Constructions of Causation and Their Slot-Fillers (2017) (30)
- The KANT perspective: a critique of pure transfer (and pure interlingua, pure statistics, .. ) (1992) (30)
- Unsupervised Induction of Natural Language Morphology Inflection Classes (2004) (30)
- Multi-strategy parsing and its role in robust man-machine communication (1981) (29)
- New Approaches to Machine Translation (1985) (28)
- ParaMor: Minimally Supervised Induction of Paradigm Structure and Morphological Analysis (2007) (28)
- Prior-Free Rare Category Detection (2009) (27)
- The exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions (2017) (27)
- Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis (2010) (27)
- BLOCK-NORMALIZED GRADIENT METHOD: AN EMPIRICAL STUDY FOR TRAINING DEEP NEURAL NETWORK (2018) (27)
- Self-Paced Multitask Learning with Shared Knowledge (2017) (27)
- Default reasoning and inheritance mechanisms on type hierarchies (1981) (26)
- White Paper on Natural Language Processing (1989) (26)
- Alternative paths in HIV-1 targeted human signal transduction pathways (2009) (26)
- Another Stride Towards Knowledge-Based Machine Translation (1986) (25)
- Robust Parsing Using Multiple Construction-Specific Strategies (1987) (25)
- Experiential Learning in Analogical Problem Solving (1982) (25)
- Normalized Gradient with Adaptive Stepsize Method for Deep Neural Network Training (2017) (25)
- Beyond the keyword barrier: knowledge-based information retrieval (1987) (25)
- The KANT Machine Translation System: From R&D to Initial Deployment (1997) (25)
- Mining Insights from Large-Scale Corpora Using Fine-Tuned Language Models (2020) (25)
- Gradient-Based Inference for Networks with Output Constraints (2017) (25)
- Techniques for transferring host-pathogen protein interactions knowledge to new tasks (2015) (23)
- Automated Corpus Analysis and the Acquisition of Large, Multi-Lingual Knowledge Bases for MT (1993) (22)
- From Active to Proactive Learning Methods (2010) (22)
- Hourly Traffic Prediction of News Stories (2013) (22)
- Leveraging Multilingual Training for Limited Resource Event Extraction (2016) (22)
- Data-driven Automated Induction of Prerequisite Structure Graphs (2016) (22)
- Active Learning from Peers (2017) (22)
- Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios (2020) (21)
- The Translation Correction Tool: English-Spanish User Studies (2004) (21)
- Scheduling with Uncertain Resources: Search for a Near-Optimal Solution (2006) (21)
- Efficient Meta Lifelong-Learning with Limited Memory (2020) (21)
- SmartNotes: Application of crowdsourcing to the detection of web threats (2011) (20)
- Active machine learning for transmembrane helix prediction (2010) (20)
- Multi-strategy learning for topic detection and tracking: a joint report of CMU approaches to multilingual TDT (2002) (20)
- ParaMor and Morpho Challenge 2008 (2008) (20)
- Extraction of Syntactic Translation Models from Parallel Data using Syntax from Source and Target Languages (2009) (20)
- Efficient Structured Matrix Rank Minimization (2014) (20)
- Detecting Non-Adversarial Collusion in Crowdsourcing (2014) (19)
- Spectral Clustering for Example Based Machine Translation (2006) (19)
- Voice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas (2019) (19)
- A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers (2019) (19)
- Building NLP Systems for Two Resource-Scarce Indigenous Languages : Mapudungun and Quechua (2006) (19)
- Rare Class Discovery Based on Active Learning (2008) (18)
- Improving Candidate Generation for Low-resource Cross-lingual Entity Linking (2020) (18)
- Key Phrase Extraction of Lightly Filtered Broadcast News (2012) (18)
- Efficient Shift-Invariant Dictionary Learning (2016) (18)
- A Trainable Transfer-based Machine Translation Approach for Languages with Limited Resources (2004) (18)
- Data-Driven Approach to Multiple-Source Domain Adaptation (2019) (18)
- Discourse Pragmatics in Task-Oriented Natural Language Interfaces (1983) (17)
- Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach (2015) (17)
- Meta-language utterances in purposive discourse (1982) (17)
- Modeling personalized email prioritization: classification-based and regression-based approaches (2011) (17)
- Adaptive Multi-task Sparse Learning with an Application to fMRI Study (2012) (17)
- Combining Probability-Based Rankers for Action-Item Detection (2007) (17)
- Multi-Task Multiple Kernel Relationship Learning (2016) (17)
- Nonparametric Neural Networks (2017) (17)
- Detection of Internet scam using logistic regression (2011) (17)
- Automated Acquisition of Control Knowledge to Improve the Quality of Plans (1993) (17)
- Virus interactions with human signal transduction pathways (2011) (17)
- Unsupervised question answering data acquisition from local corpora (2004) (16)
- Building reliable metaclassifiers for text learning (2006) (16)
- Strategies for developing machine translation for minority languages 5th SALTMIL Workshop on Minority Languages (2006) (16)
- Rare category analysis (2010) (16)
- Self reinforcement for important passage retrieval (2013) (16)
- Large-Scale Discriminative Training for Statistical Machine Translation Using Held-Out Line Search (2013) (16)
- Scheduling with Uncertain Resources: Representation and Utility Function (2006) (16)
- A trainable transfer-based MT approach for languages with limited resources (2004) (16)
- Mt for resource-poor languages using elicitation-based learning of syntactic transfer rules (2003) (16)
- Paradigms for machine learning (1995) (15)
- Towards Semi-Supervised Learning for Deep Semantic Role Labeling (2018) (15)
- Active Learning in Example-Based Machine Translation (2009) (15)
- Chunk-Based EBMT (2010) (15)
- Automatic Summarization of Spoken Dialogues in Unrestricted Domains (2012) (15)
- Learning by Analogical Replay in PRODIGY: First Results (1991) (15)
- Buy-in-Bulk Active Learning (2013) (15)
- News Personalization using Support Vector Machines (2011) (15)
- Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? (2021) (15)
- Advances in Artificial Intelligence (2004) (15)
- Coping with Extragrammaticality (1984) (15)
- Catalogue of Artificial Intelligence Tools (1986) (15)
- Low-Dimensional Density Ratio Estimation for Covariate Shift Correction (2019) (14)
- ARGUS: Rete + DBMS = Efficient Persistent Profile Matching on Large-Volume Data Streams (2005) (14)
- The role of user modelling in natural language interface design (1983) (14)
- A tutorial on techniques and applications for natural language processing (1983) (14)
- The world modelers project: objectives and simulator architecture (1986) (14)
- Context sensitive vocabulary and its application in protein secondary structure prediction (2004) (14)
- Coselection of features and instances for unsupervised rare category analysis (2010) (14)
- Towards a general scientific reasoning engine (1983) (13)
- Multisource transfer learning for host-pathogen protein interaction prediction in unlabeled tasks (2013) (13)
- DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers (2018) (13)
- The Use of MMR and Diversity-Based Reranking in Document Reranking and Summarization (1998) (13)
- Mutli-agents systems and applications (2001) (13)
- Phrasal Equivalence Classes for Generalized Corpus-Based Machine Translation (2011) (13)
- Resources for the Detection of Conventionalized Metaphors in Four Languages (2014) (13)
- Conditional Graphical Models for Protein Structural Motif Recognition (2009) (13)
- Scheduling with Uncertain Resources: Elicitation of Additional Data (2006) (13)
- Multi-Strategy Approaches to Active Learning for Statistical Machine Translation (2011) (13)
- Symmetric probabilistic alignment for example-based translation (2005) (13)
- DELTA-MIN: A Search-Control Method for Information-Gathering Problems (1980) (12)
- Event-based summarization using a centrality-as-relevance model (2017) (12)
- Soft Gazetteers for Low-Resource Named Entity Recognition (2020) (12)
- Computer Models of Human Personality Traits (1979) (12)
- Metaphor and Commonsense Reasoning (1983) (12)
- Linguistic Structure and Bilingual Informants Help Induce Machine Translation of Lesser-Resourced Languages (2008) (12)
- Application of Machine Learning and Crowdsourcing to Detection of Cybersecurity Threats (2011) (12)
- The Nonlinearity Coefficient - Predicting Generalization in Deep Neural Networks (2018) (12)
- 1 – AN OVERVIEW OF MACHINE LEARNING (1983) (12)
- Scheduling with Uncertain Resources: Collaboration with the User (2006) (11)
- Knowledge-Based Machine Translation. (1978) (11)
- Translingual Information Access (1997) (11)
- Genre identification and goal-focused summarization (2007) (11)
- Saddle Points and Accelerated Perceptron Algorithms (2014) (11)
- Cost-Sensitive Risk Stratification in the Diagnosis of Heart Disease (2012) (11)
- Proactive learning with multiple class-sensitive labelers (2014) (11)
- Evaluating an Agglutinative Segmentation Model for ParaMor (2008) (11)
- The Nonlinearity Coefficient - Predicting Overfitting in Deep Neural Networks (2018) (11)
- Learning Rhyming Constraints using Structured Adversaries (2019) (11)
- Incremental Aggregation on Multiple Continuous Queries (2006) (10)
- Towards more Reliable Transfer Learning (2018) (10)
- Stuctured Queries for Legal Search (2007) (10)
- Automating Post-Editing To Improve MT Systems (2006) (10)
- Automatic dictionary extraction for cross-language information retrieval (2000) (10)
- Comparative ngram analysis of whole-genome sequences (2002) (10)
- StructSum: Summarization via Structured Representations (2021) (9)
- Kashmir: A Computational Analysis of the Voice of Peace (2019) (9)
- Convolutional Normalizing Flows (2017) (9)
- A New Pairwise Ensemble Approach for Text Classification (2003) (9)
- Multitask Matrix Completion for Learning Protein Interactions Across Diseases (2016) (9)
- Predicate Indexing for Incremental Multi-Query Optimization (2008) (9)
- Analysis of uncertain data: Tools for representation and processing (2008) (9)
- The impact of history length on personalized search (2008) (9)
- Vision-Language Fusion for Object Recognition (2017) (8)
- Active Semi-Supervised Learning for Improving Word Alignment (2010) (8)
- Harnessing Code Switching to Transcend the Linguistic Barrier (2020) (8)
- Robust learning in expert networks: a comparative analysis (2017) (8)
- PaCK: Scalable parameter-free clustering on K-partite graphs (2009) (8)
- Proactive Skill Posting in Referral Networks (2016) (8)
- Data Collection and Analysis of Mapudungun Morphology for Spelling Correction (2004) (8)
- Domain adaptation of translation models for multilingual applications (2009) (8)
- Data Collection and Language Technologies for Mapudungun (2002) (8)
- Intentionality and human conversations (1978) (8)
- Chinese Sentence Generation in a Knowledge-Based Machine Translation System (1996) (8)
- Developing Language Resources for a Transnational Digital Government System (2004) (8)
- Unsupervised Phrasal Near-Synonym Generation from Text Corpora (2015) (8)
- Suppressing outliers in pairwise preference ranking (2008) (8)
- Proactive Transfer Learning for Heterogeneous Feature and Label Spaces (2016) (8)
- Requirements for Robust Natural Language Interfaces: The LanguageCraft and XCALIBUR experiences (1986) (8)
- StructSum: Incorporating Latent and Explicit Sentence Dependencies for Single Document Summarization (2020) (8)
- A tutorial on natural-language processing (1981) (8)
- Refining Literature Curated Protein Interactions Using Expert Opinions (2014) (7)
- JTEC panel report on machine translation in Japan (1992) (7)
- Monolingual Distributional Profiles for Word Substitution in Machine Translation (2010) (7)
- Active Learning with Multiple Annotations for Comparable Data Classification Task (2011) (7)
- Distributed Learning in Expert Referral Networks (2016) (7)
- Cost Complexity of Proactive Learning via a Reduction to Realizable Active Learning (2009) (7)
- Co-selection of Features and Instances for Unsupervised Rare Category Analysis (2010) (7)
- Maximal Lattice Overlap in Example-Based Machine Translation (2003) (7)
- Privacy-Preserving Important Passage Retrieval (2014) (7)
- Federated Ontology Search (2006) (7)
- Learning of personalized security settings (2010) (6)
- Error analysis of two types of grammar for the purpose of automatic rule refinement (2004) (6)
- A Prototype System for Transnational Information Sharing and Process Coordination: System Demo (2004) (6)
- Privacy-Preserving Multi-Document Summarization (2015) (6)
- The Counterplanning Process: A Model of Decision-Making in Adverse Situations (1979) (6)
- Report on the CONALD Workshop on Learning from Text and the Web (1998) (6)
- Explanation-based Learning:a Problem Solving Perspective. Learning Hierarchically Clustered Shared Plan Abstractions as Problem Solving Knowledge with High Utility for Planning. in A. Horz, Editor, Proceed- Ings of Gi-workshop on 'planung Und Konngurierung' Puk, Number 723 in Arbeitspa- 6.2 Related (6)
- Enabling transnational collection, notification, and sharing of information (2003) (6)
- Proactive learning: towards learning with multiple imperfect predictors (2010) (6)
- Basic Research in Computer Science (1993) (6)
- Incentive Compatible Proactive Skill Posting in Referral Networks (2017) (6)
- Learning by Observation and Practice: Towards Real Applications of Planning Systems* (1994) (6)
- Learnability of DNF with representation-specific queries (2013) (6)
- A Machine Text-Inspired Machine Learning Approach for Identification of Transmembrane Helix Boundaries (2005) (5)
- CMU CS Event TAC-KBP2016 Event Argument Extraction System (2016) (5)
- Challenges in using an example-based MT system for a transnational digital government project (2004) (5)
- Predicting protein folds with structural repeats using a chain graph model (2005) (5)
- Coping with data-sparsity in example-based machine translation (2011) (5)
- FRulekit: A Frame-Based Production System (1993) (5)
- Translingual Information Retrieval: Learning from Bilingual Corpora (ai Journal Special Issue: Best of Ijcai-97) (1997) (5)
- Co-Clustering for Multitask Learning (2017) (5)
- Adaptive Proactive Learning with Cost-Reliability Tradeoff (2009) (5)
- The Sample Complexity of Self-Verifying Bayesian Active Learning (2011) (5)
- Proceedings of the Sixth International Workshop on Machine Learning, Cornell University, Ithaca, New York, June 26-27, 1989 (1989) (5)
- ARGUS: Efficient Scalable Continuous Query Optimization for Large-Volume Data Streams (2006) (5)
- CMU Approach to TDT-2: Segmentation, Detection, and Tracking (1999) (5)
- Feature Representation for Effective Action-Item Detection (2005) (5)
- Document and Query Expansion Models for Blog Distillation (2008) (5)
- The ARIEL-CMU Systems for LoReHLT18 (2019) (5)
- Search for approximate matches in large databases (2004) (5)
- Active Learning-Based Elicitation for Semi-Supervised Word Alignment (2010) (5)
- Empirical Evidence for Derivational Analogy (2020) (5)
- An effective framework for characterizing rare categories (2012) (5)
- Textual Event Detection Using Fuzzy Fingerprints (2014) (5)
- Artificial Intelligence: Methodology, Systems, and Applications (2003) (5)
- Recognition of Named-Event Passages in News Articles (2012) (5)
- Learning Approaches to Topic Detection and Tracking (1999) (5)
- Link Detection – Results and Analysis (1999) (5)
- Enforcing Output Constraints via SGD: A Step Towards Neural Lagrangian Relaxation (2017) (5)
- Proactive-DIEL in Evolving Referral Networks (2016) (5)
- A Framework for Processing Corrections in Task-Oriented Dialogues (1983) (5)
- A Pairwise Ensemble Approach for Accurate Genre Classification (2003) (4)
- Representing Attitudes: Some Primitive States. (1978) (4)
- Special Issue of Machine Learning on Information Retrieval Introduction (2000) (4)
- Creating and visualizing fuzzy document classification (2009) (4)
- Enforcing Constraints on Outputs with Unconstrained Inference (2017) (4)
- Exact and approximate computation of a histogram of pairwise distances between astronomical objects (2012) (4)
- Cardiac Arrest Disrupts Caspase-1 and Patterns of Inflammatory Mediators Differently in Skin and Muscle Following Localized Tissue Injury in Rats: Insights from Data-Driven Modeling (2015) (4)
- Symmetric Probabilistic Alignment (2005) (4)
- Improving Interactive Capabilities in Computer-Assisted Instruction (1973) (4)
- Protein Quaternary Fold Recognition Using Conditional Graphical Models (2007) (4)
- Bayesian Active Learning Using Arbitrary Binary Valued Queries (2010) (4)
- Machine learning : techniques and foundations (1987) (4)
- KANT: Knowledge-Based, Accurate Natural Language Translation (1994) (4)
- Cross-Lingual Information to the Rescue in Keyword Extraction (2014) (4)
- Multitask Matrix Completion for Learning Protein Interactions Across Diseases. (2017) (4)
- Expertise drift in referral networks (2018) (4)
- Developing Language Resources for Transnational Digital Government Systems: A Case Study (2004) (3)
- CONALD Report on the Workshop on Learning from Text and the Web (1998) (3)
- Cross Lingual QA: A Modular Baseline in CLEF 2003 (2003) (3)
- Improving transfer-based MT systems with automatic refinements (2007) (3)
- Integrating discourse pragmatics and propositional knowledge for multilingual natural language processing (1987) (3)
- Another Stride Towards Knowledge-Based Machine Translation: An Entity Oriented Approach (1986) (3)
- VERY Large Knowledge Bases - Architecture vs Engineering (1995) (3)
- A Novel Method of Protein Secondary Structure Prediction Using Context Sensitive Vocabulary (2003) (3)
- CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology (2019) (3)
- Natural Language Interfaces - Ready for Commercial Success? (1986) (3)
- Modeling Event Extraction via Multilingual Data Sources (2015) (3)
- Comments on the paper of Cherniavsky: "On artificial intelligence and attempts to disprove its existance" (1978) (3)
- Proceedings of the International Machine Learning Workshop (3rd) Held in Skytop, Pennsylvania on June 24-26, 1985. (1986) (3)
- Algorithms for large-scale astronomical problems (2013) (3)
- Analysis of uncertain data: Smoothing of histograms (2009) (3)
- Instance-based question answering (2006) (3)
- Parameter Influence in Genetic Algorithm Optimization of Support Vector Machines (2012) (3)
- Prediction of Anti-parallel and Parallel Beta-sheets using Conditional Random Fields (2003) (3)
- Language Technologies for Humanitarian Aid (2006) (3)
- Pairwise Document Classification for Relevance Feedback (2009) (3)
- Scheduling with uncertain resources: Learning to make reasonable assumptions (2008) (3)
- Machine Learning: A maturing field (2004) (3)
- The FRuleKit Reference Manual (1993) (3)
- Ability Determinants of Complex Skill Acquisition (2012) (3)
- Rare and Frequent N-grams in Whole-genome Protein Sequences (2002) (3)
- Structure Learning for Generative Models of Protein Fold Families (2009) (3)
- Altruistic Behavior and Cognitive Specialization in Animal Communities (2012) (3)
- Analysis of uncertain data: Evaluation of given hypotheses (2009) (3)
- Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning (2011) (3)
- Cross Lingual QA: A Modular Baseline (2003) (2)
- Combining N-grams and Alignment in G-protein Coupling Specificity Prediction (2007) (2)
- A Constraint-Based Model of Mixed-Initiative Dialogue for Information-Seeking Interactions (2001) (2)
- Temporal transfer learning for drift adaptation (2018) (2)
- Proceedings of the second international workshop on Intelligent agents for telecommunication applications (1999) (2)
- Scalable Data Exploration and Novelty Detection (2006) (2)
- Lifelong Learning with Output Kernels (2018) (2)
- Likelihood Almost Free Inference Networks (2017) (2)
- Finding Novel Information in Large , Constantly Incrementing Collections of Structured Data (2006) (2)
- The Refugee Experience Online: Surfacing Positivity Amidst Hate (2020) (2)
- Automatic Determination of Number of clusters for creating Templates in Example-Based Machine Translation (2010) (2)
- Proactive Learning for Building Machine Translation Systems for Minority Languages (2009) (2)
- Machine Translation Again? (1990) (2)
- Federated Ontology Search for the Medical Domain (2007) (2)
- Cluster-Based Selection of Statistical Answering Strategies (2007) (2)
- Machine Learning: A Maturing Field (1992) (2)
- The Counterplanning Process: Reasoning under Adversity (1979) (2)
- Learning Preferences with Millions of Parameters by Enforcing Sparsity (2010) (2)
- Scheduling with uncertain resources: Learning to ask the right questions (2008) (2)
- Analysis of uncertain data: Selection of probes for information gathering (2009) (2)
- Indexing and Fast Near-Matching of Billions of Astronomical Objects (2012) (2)
- Optimizing multiple continuous queries (2006) (1)
- Abstract Concept Learning in Animals (2012) (1)
- Techniques and Methodology Machine Learning : A Historical and Methodological Analysis (2001) (1)
- Cluster-Based Query Expansion for Statistical Question Answering (2008) (1)
- Time-Evolving Collaborative Filtering (2010) (1)
- Modeling and Predicting Term Mismatch for Full-Text Retrieval (2011) (1)
- Artificial Intelligence Research at Carnegie-Mellon University (1981) (1)
- Document Classification Approach Leads to a Simple, Accurate, Interpretable G Protein Coupled Receptor Classifier (2003) (1)
- Issues in computer modeling of cognitive phenomena: An artificial intelligence perspective (1981) (1)
- Presentation (discussion) (1980) (1)
- Minimizing and Recovering from the Effect of Concept Drift via Feature Selection (2020) (1)
- SIGART special issue on machine learning (1981) (1)
- Fast Approximate Matching of Astronomical Objects (2012) (1)
- Endorsement in Referral Networks (2018) (1)
- Studies on Relevance, Ranking and Results Display (2010) (1)
- The SMOKEY project: an intelligent sensor-based fireman's assistant (1986) (1)
- Scheduling with Uncertain Resources Part 3: Elicitation of Additional Data (2006) (1)
- Final report on the automated classification and retrieval project : MedSORT-1 (1985) (1)
- Prediction of parallel and anti-parallel beta-sheets using Conditional Random Fields (2009) (1)
- Document Classification of Protein Sequences (2003) (1)
- Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning (2013) (1)
- User Modelling and Natural Language Interface Design (1983) (1)
- Communication interception of human signal transduction pathways by Human Immunodeficiency Virus-1 (2009) (1)
- Market-Aware Proactive Skill Posting (2018) (1)
- CoalSORT: a knowledge-based interface to an information retrieval system. Final report (1986) (1)
- Is There Natural Language after Data Bases? (1984) (1)
- Spoken Language Systems: Technological Goals and Integration Issues (1991) (1)
- Conditional graphical models for protein structure prediction (2006) (1)
- Expertise drift in referral networks (2019) (1)
- Event-based Multi-document Summarization (2015) (0)
- Winter 1978 POLITICS : Automated ideological reasoning (2015) (0)
- and Applications for Natural Language Processing (1990) (0)
- Artificial Intelligence Techniques and Methodology (1982) (0)
- Tissue-specific patterns of caspase-1 and cytokines in excisional wounds are altered by shock in rat skin and muscle (2013) (0)
- Automatic Detection of HIV Drug Resistance-Associated Mutations (2010) (0)
- Differences in Usage of Local Combinations of Amino Acids in Various Genomes (2001) (0)
- Cognitive science at seven: A wolf at the door for behaviorism? (1984) (0)
- Active Elicitation of Data for Word Alignment (2010) (0)
- The Linguistic-Core Approach to Structured Translation and Analysis of Low-Resource Languages (2017) (0)
- Session 3: Machine Translation (1991) (0)
- Ensemble Detection of Single & Multiple Events at Sentence-Level (2014) (0)
- Adaptation to Weightlessnes (2012) (0)
- Technical Note A Distance-Based Attribute for Decision Tree Induction (1991) (0)
- Scheduling with uncertain resources: Representation of common knowledge (2009) (0)
- Hypothesis Formation & Tracking in Argus 1 Carnegie-Mellon / DYNAMiX Hypothesis Formation and Tracking in ARGUS (2015) (0)
- PANGLOSS (1994) (0)
- Notes in Artificial Intelligence 1937 (2000) (0)
- Discovering web structure with multiple experts in a clustering framework (2008) (0)
- Grand challenges for information management (2003) (0)
- Integrated entwurf- and translation system. (1993) (0)
- Robust parsing strategies using multiple construction-specific strategies (1987) (0)
- I Know What You Don't Know: Proactive Learning through Targeted Human Interaction (2018) (0)
- Machine Learning. Part 1. A Historical and Methodological Analysis. (1983) (0)
- Is production system matching interesting? (1992) (0)
- Notes in Artificial Intelligence 2356 (2003) (0)
- Machine Learning and Data Mining in Pattern Recognition (2003) (0)
- A theory of transfer learning with applications to active learning (2012) (0)
- Affective priming and learning (2012) (0)
- Information Retrieval and Information Theory (1999) (0)
- Chapter 5 Multi-strategy Learning for Topic Detection and Tracking A joint report of eMU approaches to multilingual TDT (0)
- Comparative N-gram Analysis of Genome Sequences (2001) (0)
- Learn to Active Learn: Dynamic Active Learning with Attention-based Strategies Selection (2019) (0)
- Exploring massive structured data in ARGUS (2005) (0)
- Control Knowledge to Improve Plan Quality (cid:3) (2007) (0)
- Panel: Next steps in MT research (1996) (0)
- Bounds on the minimax rate for estimating a prior over a VC class from independent learning tasks (2015) (0)
- Recovery Strategies for Parsing Extragrammatical Language 1 (1983) (0)
- CMU Project (1987) (0)
- Automated Reasoning (2004) (0)
- Automatic document filing according to user categories (2010) (0)
- Editorial (2005) (0)
- Active Learning for Membrane Protein Structure Prediction (2015) (0)
- Asymmetric Variational Autoencoders. (2017) (0)
- Corpus microsurgery: criteria optimization for medical cross-language ir (2008) (0)
- Characterizing Optimal Rates for Lossy Coding with Finite-Dimensional Metrics (2010) (0)
- Robust man-machine interfaces and dialog modelling: Carnegie-Mellon University (1982) (0)
- on TDT-2 : Segmentation , Detection and Tracking (1999) (0)
- - 2010 Chunk-Based EBMT (2015) (0)
- Discrete channel apodization method for the analysis of high-energy x-ray data. (1975) (0)
- Representation and Analysis of Probabilities Intelligence Data (RAPID) (2009) (0)
- Report on the NSF-sponsored Human Language Technology Workshop on Industrial Centers (2007) (0)
- Machine Learning (1983) (0)
- Editorial (2004) (0)
- Knowledge Representation Issues in Integrated Planning and Learning Systems (Abstract) (1994) (0)
- Experiential Learning in Anafcgical Problem Solving (1982) (0)
- OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis (2018) (0)
- Hypothesis Formation and Tracking in ARGUS (2004) (0)
- Managing Class Evolution in Object Oriented Systems [14] Nachum Dershowitz, “Programming by Analogy,” in Machine Learning: an Artificial Intelligence Approach (1990) (0)
- Lessons from TIPSTER/SHOGUN/JANUS (1993) (0)
- The Effects of Lexical Resource Quality on Preference Violation Detection (2013) (0)
- Advances in Machine Translation and its Application to Digital Library Content (2009) (0)
- Knowledge-Based Intelligent Information and Engineering Systems (2004) (0)
- Anothe r St ride Towa rds Knowledge-Based Machine Translat ion (1986) (0)
- Analogical reasoning in planning and decision making (1986) (0)
- Requirements for Robust Natural Language Interfaces: The XCALIBUR and LanguageCraft Experiences (1986) (0)
- Toward Reciprocity-Aware Distributed Learning in Referral Networks (2019) (0)
- integrated editing and translation system. (1993) (0)
- Ideological Belief System Simulation. (1977) (0)
- Distinctive Immune Signaling Patterns and Factors in Rat Skin Rejection after Transplant: 2303 (2012) (0)
- OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis (2019) (0)
- A statistical approach to syntactic ambiguity resolution (1995) (0)
- A note on the AI tutorial at the ACM (1982) (0)
- Consistency of Models (discussion) (1980) (0)
- Predicting Workplace Incidents with Temporal Graph-guided Fused Lasso (2016) (0)
- Future Directions (1994) (0)
- Robust learning in expert networks: a comparative analysis (2018) (0)
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