- Efficient Kernel-based Learning for Trees Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti
- Feature Selection for SVMs , S. Mukherjee
- Shallow Semantic in Fast Textual Entailment Rule Learners Fabio Massimo Zanzotto
- Alessandro Moschitti Information Engineering and Computer Science Department
- Reverse Engineering of Tree Kernel Feature Spaces Daniele Pighin
- MACHINE LEARNING Alessandro Moschitti
- MACHINE LEARNING Alessandro Moschitti
- Semantic Role Labeling Systems for Arabic using Kernel Methods CCLS, Columbia University
- Journal of Machine Learning Research 2 (2002) 419-444 Submitted 12/00; Published 2/02 Text Classification using String Kernels
- Answer filtering via Text Categorization in Question Answering Systems Alessandro Moschitti
- BART: A Modular Toolkit for Coreference Resolution Yannick Versley
- The LivingKnowledge Project: Exploring the Spectrum of Opinions over Time
- Kernels on Linguistic Structures for Answer Extraction Alessandro Moschitti and Silvia Quarteroni
- Tree Kernels for Semantic Role Labeling Alessandro Moschitti
- A Comprehensive Resource to Evaluate Complex Open Domain Question Answering
- Linguistic Kernels for Answer Re-ranking in Question Answering Systems
- Advanced Structural Representations for Question Classification and Answer Re-ranking
- Semantic Role Labeling via Tree Kernel Joint Inference Alessandro Moschitti, Daniele Pighin and Roberto Basili
- MACHINE LEARNING Alessandro Moschitti
- Syntactic/Semantic Structures for Textual Entailment Recognition Yashar Mehdad
- Audio Feature Engineering for Automatic Music Genre Classification
- Reranking Models in Fine-grained Opinion Analysis Richard Johansson and Alessandro Moschitti
- A robust model for intelligent text classification Roberto Basili and Alessandro Moschitti
- Open Domain Information Extraction via Automatic Semantic Labeling Alessandro Moschitti
- Kernel Methods, Syntax and Semantics for Relational Text Categorization
- SPOKEN LANGUAGE UNDERSTANDING WITH KERNELS FOR SYNTACTIC/SEMANTIC Alessandro Moschitti, Giuseppe Riccardi, Christian Raymond
- Alessandro Moschitti Department of Computer Science and Information
- Re-Ranking Models for Spoken Language Understanding Marco Dinarelli
- Effective use of WordNet semantics via kernel-based learning Roberto Basili and Marco Cammisa and Alessandro Moschitti
- On Reverse Feature Engineering of Syntactic Tree Kernels Daniele Pighin
- Verb subcategorization kernels for automatic semantic labeling Alessandro Moschitti and Roberto Basili
- Structured Kernels for Automatic Detection of Protein Active Sites
- AUTOMATIC FRAMENET-BASED ANNOTATION OF CONVERSATIONAL SPEECH Bonaventura Coppola, Alessandro Moschitti, Sara Tonelli, Giuseppe Riccardi
- LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling
- Exploiting Structure and Semantics for Expressive Text Kernels
- MACHINE LEARNING Alessandro Moschitti
- Informatica 30 (2006) 163172 163 A Semantic Kernel to Classify Texts with Very Few Training Examples
- A Semantic Kernel to exploit Linguistic Roberto Basili, Marco Cammisa and Alessandro Moschitti
- Syntactic and Semantic Structure for Opinion Expression Detection Richard Johansson and Alessandro Moschitti
- Shallow Semantic Parsing for Spoken Language Understanding Bonaventura Coppola and Alessandro Moschitti and Giuseppe Riccardi
- Natural Language Engineering 15 (4): 551582. c Cambridge University Press 2009 doi:10.1017/S1351324909990143
- Kernel-based Relation Extraction for Crime Investigation
- Automatic Analysis and Annotation of Literary Texts
- Fundamenta Informaticae XX (2010) 124 1 Efficient Graph Kernels for Textual Entailment Recognition
- Semantic Role Labeling via FrameNet, VerbNet and PropBank Ana-Maria Giuglea and Alessandro Moschitti
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- MACHINE LEARNING Alessandro Moschitti
- MACHINE LEARNING Alessandro Moschitti
- A Semantic Kernel to classify texts with very few training examples Roberto Basili basili@info.uniroma2.it
- Shallow Semantic Parsing Based on FrameNet, VerbNet and PropBank
- of the European Chapter of the Association for Computational Linguistics
- MACHINE LEARNING Alessandro Moschitti
- Machine Learning Alessandro Moschitti
- Automatic Text Categorization from Information Retrieval to Support Vector Learning
- Encoding Tree Pair-based Graphs in Learning Algorithms: the Textual Entailment Recognition Case
- A Flexible Representation of Heterogeneous Annotation Data Richard Johansson, Alessandro Moschitti
- Semantic Mapping Between Natural Language Questions and SQL Queries via Syntactic Pairing
- HYPOTHESES SELECTION FOR RE-RANKING SEMANTIC ANNOTATIONS Marco Dinarelli1
- A Tree Kernel approach to Question and Answer Classification Question Answering Systems
- MACHINE LEARNING Vapnik-Chervonenkis (VC) Dimension
- Corpora for Automatically Learning to Map Natural Language Questions into SQL Queries
- Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding
- Combined Syntactic and Semantic Kernels for Text Classification
- Annotating Spoken Dialogs: from Speech Segments to Dialog Acts and Frame Semantics
- Hierarchical Semantic Role Labeling Alessandro Moschitti
- Automatic learning of textual entailments with cross-pair similarities Fabio Massimo Zanzotto
- Kernel-based Relation Extraction from Investigative Data Cristina Giannone
- Coreference Systems based on Kernels Methods Yannick Versley
- Syntactic Structural Kernels for Natural Language Interfaces to Databases
- Knowledge Discovering using FrameNet, VerbNet and PropBank
- Engineering of Syntactic Features for Shallow Semantic Parsing Alessandro Moschitti
- Complex Linguistic Features for Text Classification: a comprehensive study
- MACHINE LEARNING Alessandro Moschitti
- Efficient Convolution Kernels for Dependency and Constituent
- Journal of Machine Learning Research 1 (2002) 1-48 Submitted 5/02; Published 10/02 Distributional Word Clusters vs. Words for Text
- Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction
- "International Journal of Document Analysis and Recognition" manuscript No. (will be inserted by the editor)
- Tree Kernel Engineering in Semantic Role Labeling Systems Alessandro Moschitti and Daniele Pighin and Roberto Basili
- Introduction to the EternalS Track: Trustworthy Eternal Systems via Evolving
- Advanced Tree-based Kernels for Protein Classification
- Language Sensitive Text Classification Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza
- MACHINE LEARNING Alessandro Moschitti
- Natural Language Processing Automated Text Categorization
- Large-Scale Support Vector Learning with Structural Kernels
- Semantic Tree Kernels to classify Predicate Argument Alessandro Moschitti 1 and Bonaventura Coppola 2 and Daniele Pighin 3 and Roberto Basili 4
- Exploiting Syntactic and Shallow Semantic Kernels for Question/Answer Classification
- Syntactic and Semantic Kernels for Short Text Pair Categorization Alessandro Moschitti
- A study on optimal parameter tuning for Rocchio Text Classifier
- Analisi e Annotazione Automatica dei Testi Letterari
- A Tree Kernel-based Shallow Semantic Parser for Thematic Role Extraction
- Efficient Linearization of Tree Kernel Functions Daniele Pighin
- Generalized Framework for Syntax-based Relation Mining Bonaventura Coppola
- Cross-Language Frame Semantics Transfer in Bilingual Corpora
- Fast and Effective Kernels for Relational Learning from Texts Alessandro Moschitti MOSCHITTI@DIT.UNITN.IT
- Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees
- NLP-driven IR: Evaluating Performances over a Text Classification task Roberto Basili and Alessandro Moschitti and Maria Teresa Pazienza
- Tree Kernel Engineering for Proposition Alessandro Moschitti, Daniele Pighin, and Roberto Basili
- Kernel-based Reranking for Named-Entity Extraction Truc-Vien T. Nguyen and Alessandro Moschitti and Giuseppe Riccardi
- CUNIT: A Semantic Role Labeling System for Modern Standard Arabic Columbia University
- A General Purpose FrameNet-based Shallow Semantic Parser Bonaventura Coppola, Alessandro Moschitti
- Empirical investigation of fast text classification over linguistic features
- Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy!
- Structured Lexical Similarity via Convolution Kernels on Dependency Trees Danilo Croce
- Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, ACL-HLT 2011, pages 124133, Portland, Oregon, USA, June 23-24, 2011. c 2011 Association for Computational Linguistics
- Reranking Models in Fine-grained Opinion Analysis Richard Johansson and Alessandro Moschitti
- IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 19, NO. 6, AUGUST 2011 1569 Comparing Stochastic Approaches to Spoken
- Inferring Affordances Using Learning Techniques Amel Bennaceur1
- Workshop on TextGraphs, at HLT-NAACL 2006, pages 3336, New York City, June 2006. c 2006 Association for Computational Linguistics
- Towards Free-text Semantic Parsing: A Unified Framework Based on FrameNet, VerbNet and PropBank
- Towards Using Reranking in Hierarchical Classification
- Proceedings of the Human Language Technology Conference of the North American Chapter of the ACL, pages 97100, New York, June 2006. c 2006 Association for Computational Linguistics
- Kernel-Based Machines for Abstract and Easy Modeling of Automatic Learning
- Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers, pages 277282, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics
- Learning textual entailment from examples F.M. Zanzotto
- Semantic Convolution Kernels Over Dependency Trees Danilo Croce
- IJDAR (2011) 14:213228 DOI 10.1007/s10032-010-0138-0
- Joint Distant and Direct Supervision for Relation Extraction Truc-Vien T. Nguyen and Alessandro Moschitti
- Linguistic kernels for answer re-ranking in question answering systems Alessandro Moschitti, Silvia Quarteroni *
- Syntactic and Semantic Structure for Opinion Expression Detection Richard Johansson and Alessandro Moschitti
- Large-Scale Learning with Structural Kernels for Class-Imbalanced Datasets
- Book Reviews Semantic Role Labeling
- Extracting Opinion Expressions and Their Polarities Exploration of Pipelines and Joint Models
- Introduction to the EternalS Track: Trustworthy Eternal Systems via Evolving
- Fast Support Vector Machines for Structural Aliaksei Severyn and Alessandro Moschitti
- Analysis of Document Diversity through Sentence-Level Opinion and Relation Extraction
- IEEE TRANSACTION ON SPEECH AND LANGUAGE PROCESSING 1 Discriminative Reranking for Spoken Language
