Roberto Basili

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

End-to-end Dependency Parsing via Auto-regressive Large Language Model.

[BibT_eX]

[DOI]

Claudiu Daniel Hromei

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Learning to Generate Examples for Semantic Processing Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Ethics by Design for Intelligent and Sustainable Adaptive Systems.

[BibT_eX]

[DOI]

Luca Squadrone

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling.

[BibT_eX]

[DOI]

Claudiu Daniel Hromei

Lorenzo Cristofori

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction.

[BibT_eX]

[DOI]

Claudiu Daniel Hromei

Francesco Scotto di Luzio

Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

2021

GQA-it: Italian Question Answering on Image Scene Graphs.

[BibT_eX]

[DOI]

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Knowledge-Based Neural Pre-training for Intelligent Document Management.

[BibT_eX]

[DOI]

Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

HeAL9000: an Intelligent Rehabilitation Robot.

[BibT_eX]

[DOI]

Lorenzo Cristofori

Claudiu D. Hromei

Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification.

[BibT_eX]

[DOI]

Claudia Breazzano

Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing.

[BibT_eX]

[DOI]

Claudia Breazzano

Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), 2021

Learning to Solve NLP Tasks in an Incremental Number of Languages.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Adversarial training for few-shot text classification.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2020

GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers.

[BibT_eX]

[DOI]

CoRR, 2020

Grounded language interpretation of robotic commands through structured learning.

[BibT_eX]

[DOI]

Artif. Intell., 2020

UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection.

[BibT_eX]

[DOI]

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management.

[BibT_eX]

[DOI]

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Automatic Induction of FrameNet lexical units in Italian.

[BibT_eX]

[DOI]

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Actionable Ethics through Neural Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Neural embeddings: accurate and readable inferences based on semantic kernels.

[BibT_eX]

[DOI]

Nat. Lang. Eng., 2019

Enabling deep learning for large scale question answering in Italian.

[BibT_eX]

[DOI]

Alexandra Zelenanska

Intelligenza Artificiale, 2019

Making sense of kernel spaces in neural learning.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2019

Auditing Deep Learning processes through Kernel-based Explanatory Models.

[BibT_eX]

[DOI]

Proceedings of the 10th Italian Information Retrieval Workshop, 2019

Automatic Recognition of Narrative Drama Units: A Structured Learning Approach.

[BibT_eX]

[DOI]

Proceedings of Text2Story, 2019

Deep Bidirectional Transformers for Italian Question Answering.

[BibT_eX]

[DOI]

Giorgio Brandi

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

A Kernel-based Approach for Irony and Sarcasm Detection in Italian.

[BibT_eX]

[DOI]

Andrea Santilli

Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

A Markovian Kernel-based Approach for itaLIan Speech acT labEliNg.

[BibT_eX]

[DOI]

Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Neural Learning for Question Answering in Italian.

[BibT_eX]

[DOI]

Alexandra Zelenanska

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017

KELP: a Kernel-based Learning Platform.

[BibT_eX]

[DOI]

Giovanni Da San Martino

J. Mach. Learn. Res., 2017

Structured learning for spoken language understanding in human-robot interaction.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2017

Effective and scalable kernel-based language learning via stratified Nyström methods.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2017

Deep Learning for Automatic Image Captioning in Poor Training Conditions.

[BibT_eX]

[DOI]

Caterina Masotti

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Developing a Large Scale FrameNet for Italian: the IFrameNet Experience.

[BibT_eX]

[DOI]

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Monitoring Adolescents' Distress using Social Web data as a Source: the InsideOut Project.

[BibT_eX]

[DOI]

Federico Fiori Nastro

Paolo Fiori Nastro

Chantal Michel

Stefanie Schmidt

Frauke Schultze-Lutter

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

On the Impact of Linguistic Information in Kernel-Based Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

Structured Learning for Context-aware Spoken Language Understanding of Robotic Commands.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Language Grounding for Robotics, 2017

Deep Learning in Semantic Kernel Spaces.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Robust Spoken Language Understanding for House Service Robots.

[BibT_eX]

[DOI]

Polibits, 2016

KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

A Language Independent Method for Generating Large Scale Polarity Lexicons.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Dialogue with Robots to Support Symbiotic Autonomy.

[BibT_eX]

[DOI]

Proceedings of the Dialogues with Social Robots, 2016

A Discriminative Approach to Grounded Spoken Language Understanding in Interactive Robotics.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Injecting Sentiment Information in Context-aware Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Large-Scale Kernel-Based Language Learning Through the Ensemble Nystr đdoto o ¨ m Methods.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2016

Context-aware Spoken Language Understanding for Human Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering.

[BibT_eX]

[DOI]

Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian.

[BibT_eX]

[DOI]

Spoken Language Understanding for Service Robotics in Italian.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

User Mood Tracking for Opinion Analysis on Twitter.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

Structured Knowledge and Kernel-based Learning: the case of Grounded Spoken Language Learning in Interactive Robotics.

[BibT_eX]

[DOI]

Proceedings of the AI*IA Workshop on Deep Understanding and Reasoning: A Challenge for Next-generation Intelligent Agents 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), 2016

2015

Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning.

[BibT_eX]

[DOI]

Proceedings of the Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project, 2015

Semantic Tree Kernels for Statistical Natural Language Learning.

[BibT_eX]

[DOI]

Proceedings of the Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project, 2015

Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2015

Using semantic maps for robust natural language interaction with robots.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

A Compositional Perspective in Convolution Kernels.

[BibT_eX]

[DOI]

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

Using Semantic Models for Robust Natural Language Human Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

KeLP: a Kernel-based Learning Platform for Natural Language Processing.

[BibT_eX]

[DOI]

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

A Stratified Strategy for Efficient Kernel-Based Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

UNITOR: Aspect Based Sentiment Analysis with Structured Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014

HuRIC: a Human Robot Interaction Corpus.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience.

[BibT_eX]

[DOI]

Proceedings of the 5th Italian Information Retrieval Workshop, 2014

Effective Kernelized Online Learning in Language Processing Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2014

Effective and Robust Natural Language Understanding for Human-Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

A context-based model for Sentiment Analysis in Twitter.

[BibT_eX]

[DOI]

Andrea Vanzo

Proceedings of the COLING 2014, 2014

Semantic Compositionality in Tree Kernels.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Semantic technologies for industry: From knowledge modeling and integration to intelligent applications.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2013

Chatting to Personalize and Plan Cultural Itineraries.

[BibT_eX]

[DOI]

Antonio Sorgente

Nadia Brancati

Francesco Mele

Proceedings of the Late-Breaking Results, 2013

UNITOR-CORE_TYPED: Combining Text Similarity and Semantic Filters through SV Regression.

[BibT_eX]

[DOI]

Valerio Storch

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

UNITOR-HMM-TK: Structured Kernel-based learning for Spatial Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

INSEARCH: A Platform for Enterprise Semantic Search.

[BibT_eX]

[DOI]

Proceedings of the 4th Italian Information Retrieval Workshop, 2013

Linear Online Learning over Structured Data with Distributed Tree Kernels.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Robust Language Learning via Efficient Budgeted Online Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A Robust Machine Learning Approach for Signal Separation and Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

A HMM-based Approach to Question Answering against Linked Data.

[BibT_eX]

[DOI]

Valentina Bellomaria

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Enabling Advanced Business Intelligence in Divino.

[BibT_eX]

[DOI]

Proceedings of the 7th International Workshop on Information Filtering and Retrieval co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Textual Inference and Meaning Representation in Human Robot Interaction.

[BibT_eX]

[DOI]

Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013

Towards Compositional Tree Kernels.

[BibT_eX]

[DOI]

Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013

2012

Natural language processing in the web era.

[BibT_eX]

[DOI]

Bernardo Magnini

Intelligenza Artificiale, 2012

UNITOR: Combining Semantic Text Similarity functions through SV Regression.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Distributional Compositional Semantics and Text Similarity.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Innovation-Related Enterprise Semantic Search: The INSEARCH Experience.

[BibT_eX]

[DOI]

Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Grammatical Feature Engineering for Fine-grained IR Tasks.

[BibT_eX]

[DOI]

Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Algebraic Compositional Models for Semantic Similarity in Ranking and Clustering.

[BibT_eX]

[DOI]

Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Robust Requirements Analysis in Complex Systems through Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, 2012

Distributional Models and Lexical Semantics in Convolution Kernels.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Space Projections as Distributional Models for Semantic Composition.

[BibT_eX]

[DOI]

Valerio Storch

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

Verb Classification using Distributional Similarity in Syntactic and Semantic Structures.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Supervised semantic relation mining from linguistically noisy text documents.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2011

HNews: An Enhanced Multilingual Hyperlinking News Platform.

[BibT_eX]

[DOI]

Daniele Previtali

Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Enriched Page Rank for Multilingual Word Sense Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

EvalIta 2011: The <i>Frame Labeling</i> <i>over Italian Texts</i> Task.

[BibT_eX]

[DOI]

Proceedings of the Evaluation of Natural Language and Speech Tools for Italian, 2011

Structured Lexical Similarity via Convolution Kernels on Dependency Trees.

[BibT_eX]

[DOI]

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Semantic convolution kernels over dependency trees: smoothed partial tree kernel.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Structured Learning for Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

Latent Topic Models of Surface Syntactic Information.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010

Distributional lexical semantics: Toward uniform representation paradigms for advanced acquisition and processing tasks.

[BibT_eX]

[DOI]

Marco Pennacchiotti

Nat. Lang. Eng., 2010

Robust and Efficient Page Rank for Word Sense Disambiguation.

[BibT_eX]

[DOI]

Proceedings of TextGraphs@ACL 2010 Workshop on Graph-based Methods for Natural Language Processing, 2010

Extensive Evaluation of a FrameNet-WordNet mapping resource.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Summary of the 4th workshop on analytics for noisy unstructured text data (AND).

[BibT_eX]

[DOI]

Daniel P. Lopresti

Christoph Ringlstetter

Shourya Roy

Klaus U. Schulz

L. Venkata Subramaniam

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Acquiring IE Patterns through Distributional Lexical Semantic Models.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

Cross-Lingual Alignment of FrameNet Annotations through Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

Towards Open-Domain Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

2009

Automatic multimedia annotation through kernel combinations.

[BibT_eX]

[DOI]

Riccardo Petitti

Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Semantic Word Spaces for Robust Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

Learning Semantic Roles for Ontology Patterns.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

Cross-Language Frame Semantics Transfer in Bilingual Corpora.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

Kernel-based relation extraction from investigative data.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Analytics for Noisy Unstructured Text Data, 2009

A Robust Geometric Model for Argument Classification.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Kernel-Based Learning for Domain-Specific Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Tree Kernels for Semantic Role Labeling.

[BibT_eX]

[DOI]

Comput. Linguistics, 2008

Towards a Vector Space Model for FrameNet-like Resources.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automatic induction of FrameNet lexical units.

[BibT_eX]

[DOI]

Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Semantically Rich Spaces for Document Clustering.

[BibT_eX]

[DOI]

Paolo Marocco

Daniele Milizia

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

Combining Word Sense and Usage for Modeling Frame Semantics.

[BibT_eX]

[DOI]

Proceedings of the Semantics in Text Processing. STEP 2008 Conference Proceedings, 2008

2007

RTV: Tree Kernels for Thematic Role Classification.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

LSA-Based Automatic Acquisition of Semantic Image Descriptions.

[BibT_eX]

[DOI]

Riccardo Petitti

Dario Saracino

Proceedings of the Semantic Multimedia, 2007

Audio Feature Engineering for Automatic Music Genre Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

Ontological Modeling for Interactive Question Answering.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Advanced Structural Representations for Question Classification and Answer Re-ranking.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2007

Integrating Audiovisual and Semantic Metadata for Applications in Broadcast Archiving.

[BibT_eX]

Proceedings of the Datenbanksysteme in Business, 2007

Mining Web Data for Image Semantic Annotation.

[BibT_eX]

[DOI]

Riccardo Petitti

Dario Saracino

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

Data-Driven Dialogue for Interactive Question Answering.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification.

[BibT_eX]

[DOI]

Proceedings of the ACL 2007, 2007

2006

Semantic indexing and hyperlinking of multimedia news: the RitroveRAI System.

[BibT_eX]

[DOI]

J. Digit. Inf. Manag., 2006

A Semantic Kernel to Classify Texts with Very Few Training Examples.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2006

Extensive Evaluation of Efficient NLP-Driven Text Classification.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2006

Designing Semantic Kernels as Implicit Superconcept Expansions.

[BibT_eX]

[DOI]

Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

A Tree Kernel approach to Question and Answer Classification in Question Answering Systems.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Semantic Kernels for Text Classification Based on Topological Measures of Feature Similarity.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Semantic Tree Kernels to Classify Predicate Argument Structures.

[BibT_eX]

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Imegrating Domain and Paradigmatic Similarity for unsupervised Sense Tagging.

[BibT_eX]

Alfio Massimiliano Gliozzo

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Tree Kernel Engineering in Semantic Role Labeling Systems.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Learning Structured Information in Natural Language Applications@EACL 2006, 2006

Semantic Role Labeling via Tree Kernel Joint Inference.

[BibT_eX]

[DOI]

Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

Creating Rich Metadata in the TV Broadcast Archives Environment: The PrestoSpace Project.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution, 2006

2005

Ontology-driven Information Retrieval in FF-Poirot.

[BibT_eX]

[DOI]

Maria Vittoria Marabello

Marco Pennacchiotti

Dario Saracino

Proceedings of the SWAP 2005, 2005

RitroveRAI: A Web Application for Semantic Indexing and Hyperlinking of Multimedia News.

[BibT_eX]

[DOI]

Emanuele Donati

Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Hierarchical Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

Effective use of WordNet Semantics via Kernel-Based Learning.

[BibT_eX]

[DOI]

Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

A Semantic Kernel to Exploit Linguistic Knowledge.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004

Integrating Linguistic and Ontological Knowledge through Lexical Acquisition.

[BibT_eX]

Intelligenza Artificiale, 2004

Understanding the Web through its Language.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Ontology-Based Question Answering in a Federation of University Sites: The MOSES Case Study.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2004

Large Scale Experiments for Semantic Labeling of Noun Phrases in Raw Text.

[BibT_eX]

[DOI]

Louise Guthrie

Jerry Cheng-Chieh Liu

Cassia Farria Martin

Kristiyan Haralambiev

Martin Holub

Klaus Macherey

Frederick Jelinek

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

A2Q: An Agent-based Architecure for Multilingual Q&A.

[BibT_eX]

[DOI]

Nicola Lorusso

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

A Similarity Measure for Unsupervised Semantic Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Classification of musical genre: a machine learning approach.

[BibT_eX]

[DOI]

Alfredo Serafini

Armando Stellato

Proceedings of the ISMIR 2004, 2004

Complex Linguistic Features for Text Classification: A Comprehensive Study.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2004

2003

Personalizing Web Publishing via Information Extraction.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2003

Learning to Classify Text Using Support Vector Machines: Methods, Theory, and Algorithms by Thorsten Joachims.

[BibT_eX]

Comput. Linguistics, 2003

Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Inducing hyperlinking rules in text collections.

[BibT_eX]

Proceedings of the Recent Advances in Natural Language Processing III, 2003

2002

Parsing engineering and empirical robustness.

[BibT_eX]

[DOI]

Nat. Lang. Eng., 2002

Intelligent NLP-Driven Text Classification.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2002

Web-Based Information Access: Multilingual Automatic Authoring.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002

Acquisition of conceptual domain dictionaries via decision tree learning.

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Empirical investigation of fast text classification over linguistic features.

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Decision Trees as Explicit Domain Term Definitions.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001

NLP-driven IR: Evaluating Performances over a Text Classification task.

[BibT_eX]

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

A Robust Model for Intelligent Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

Flexible Parsing Architectures for NLP Applications.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

A Hybrid Approach to Optimize Feature Selection Process in Text Classification.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

Identification of Relevant Terms to Support the Construction of Domain Ontologies.

[BibT_eX]

[DOI]

Michele Missikoff

Proceedings of the Workshop on Human Language Technology and Knowledge Management@ACL 2001, 2001

Multilingual Authoring: the NAMIC Approach.

[BibT_eX]

[DOI]

Roberta Catizone

Lluís Padró

Proceedings of the Workshop on Human Language Technology and Knowledge Management@ACL 2001, 2001

2000

An Adaptive and Distributed Framework for Advanced IR.

[BibT_eX]

[DOI]

Luigi Mazzucchelli

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Language sensitive text classification.

[BibT_eX]

[DOI]

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Tuning Lexicons to New Operational Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Language Resources and Evaluation, 2000

Customizable Modular Lexicalized Parsing.

[BibT_eX]

[DOI]

Proceedings of the Sixth Internatonal Workshop on Parsing Technologies, 2000

1999

Engineering of IE Systems: An Object-Oriented Approach.

[BibT_eX]

[DOI]

Massimo Di Nanni

Proceedings of the Information Extraction: Towards Scalable, Adaptable Systems, 1999

Representing Document Content via an Object-Oriented Paradigm.

[BibT_eX]

[DOI]

Massimo Di Nanni

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

1998

Efficient Parsing for Information Extraction.

[BibT_eX]

Proceedings of the 13th European Conference on Artificial Intelligence, 1998

Automatic Adaptation of WordNet to Sublanguages and to Computational Tasks.

[BibT_eX]

[DOI]

Alessandro Cucchiarelli

Carlo Consoli

Proceedings of the Workshop Usage of WordNet in Natural Language Processing Systems@ACL/COLING, 1998

1997

Contextual Word Sense Tuning and Disambiguation.

[BibT_eX]

[DOI]

Michelangelo Della Rocca

Appl. Artif. Intell., 1997

Lexical Acquisition and Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Information Extraction: A Multidisciplinary Approach to an Emerging Information Technology, 1997

Inducing Terminology for Lexical Acquisition.

[BibT_eX]

[DOI]

Gianluca De Rossi

Proceedings of the Second Conference on Empirical Methods in Natural Language Processing, 1997

Corpus-Driven Unsupervised Learning of Verb Subcategorization Frames.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996

Integrating General-purpose and Corpus-based Verb Classification.

[BibT_eX]

Comput. Linguistics, 1996

An Empirical Symbolic Approach to Natural Language Processing.

[BibT_eX]

[DOI]

Artif. Intell., 1996

Unsupervised Learning of Syntactic Knowledge: Methods and Measures.

[BibT_eX]

[DOI]

Alessandro Marziali

Proceedings of the Conference on Empirical Methods in Natural Language Processing, 1996

1995

HIRMA: Hypertextual Information Retrieval System Managed by ARIOSTO.

[BibT_eX]

[DOI]

Fabrizio Grisoli

Data Knowl. Eng., 1995

1994

Modelling Syntactic Uncertainty in Lexical Acquisition from Texts.

[BibT_eX]

[DOI]

Alessandro Marziali

J. Quant. Linguistics, 1994

A "not-so-shallow" parser for collocational analysis.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Computational Linguistics, 1994

Might a semantic lexicon support hypertextual authoring?

[BibT_eX]

[DOI]

Fabrizio Grisoli

Proceedings of the 4th Applied Natural Language Processing Conference, 1994

1993

Acquisition of selectional patterns in sublanguages.

[BibT_eX]

[DOI]

Mach. Transl., 1993

What can be learned from raw texts?

[BibT_eX]

[DOI]

Mach. Transl., 1993

Semi-automatic extraction of linguistic information for syntactic disambiguation.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 1993

Inducing a CG Representation for Basic-Level Categorization of Verbs.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Graphs for Knowledge Representation, 1993

1992

A Knowledge-Based Approach to Statistical Query Processing.

[BibT_eX]

[DOI]

Carla Basili

Leonardo Meo-Evoli

Proceedings of the Advances in Database Technology, 1992

Computational Lexicons: the Neat Examples and the Odd Exemplars.

[BibT_eX]

[DOI]

Proceedings of the 3rd Applied Natural Language Processing Conference, 1992

1991

Using Word Association for Syntactic Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the Trends in Artificial Intelligence, 1991

1990

A Natural Language Interface to Expert Systems Based on Logic Predicates.

[BibT_eX]