Language sensitive text classification. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (RIAO, 2000)

A Hybrid Approach to Optimize Feature Selection Process in Text Classification. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (AI*IA, 2001)

A Robust Model for Intelligent Text Classification. - Roberto Basili 001; Alessandro Moschitti (ICTAI, 2001)

NLP-driven IR: Evaluating Performances over a Text Classification task. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (IJCAI, 2001)

Empirical investigation of fast text classification over linguistic features. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (ECAI, 2002)

Intelligent NLP-Driven Text Classification. - Roberto Basili 001; Alessandro Moschitti (Int. J. Artif. Intell. Tools, 2002)

A Study on Optimal Parameter Tuning for Rocchio Text Classifier. - Alessandro Moschitti (ECIR, 2003)

Open Domain Information Extraction via Automatic Semantic Labeling. - Alessandro Moschitti; Paul Morarescu; Sanda M. Harabagiu (FLAIRS, 2003)

Answer Filtering via Text Categorization in Question Answering Systems. - Alessandro Moschitti (ICTAI, 2003)

Personalizing Web Publishing via Information Extraction. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza; Fabio Massimo Zanzotto (IEEE Intell. Syst., 2003)

Natural language processing and automated text categorization. - Alessandro Moschitti (2003)

A Study on Convolution Kernels for Shallow Statistic Parsing. - Alessandro Moschitti (ACL, 2004)

A Semantic Kernel for Predicate Argument Classification. - Alessandro Moschitti; Cosmin Adrian Bejan (CoNLL, 2004)

Complex Linguistic Features for Text Classification: A Comprehensive Study. - Alessandro Moschitti; Roberto Basili 001 (ECIR, 2004)

Semantic parsing based on FrameNet. - Cosmin Adrian Bejan; Alessandro Moschitti; Paul Morarescu; Gabriel Nicolae; Sanda M. Harabagiu (SENSEVAL@ACL, 2004)

A Semantic Kernel to Exploit Linguistic Knowledge. - Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (AI*IA, 2005)

Effective use of WordNet Semantics via Kernel-Based Learning. - Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (CoNLL, 2005)

Hierarchical Semantic Role Labeling. - Alessandro Moschitti; Ana-Maria Giuglea; Bonaventura Coppola; Roberto Basili 001 (CoNLL, 2005)

Semantic Role Labeling via FrameNet, VerbNet and PropBank. - Ana-Maria Giuglea; Alessandro Moschitti (ACL, 2006)

Automatic Learning of Textual Entailments with Cross-Pair Similarities. - Fabio Massimo Zanzotto; Alessandro Moschitti (ACL, 2006)

Experimenting a "General Purpose" Textual Entailment Learner in AVE. - Fabio Massimo Zanzotto; Alessandro Moschitti (CLEF (Working Notes), 2006)

Semantic Role Labeling via Tree Kernel Joint Inference. - Alessandro Moschitti; Daniele Pighin; Roberto Basili 001 (CoNLL, 2006)

Towards Free-text Semantic Parsing: A Unified Framework Based on FrameNet, VerbNet and PropBank. - Ana-Maria Giuglea; Alessandro Moschitti (Learning Structured Information@EACL, 2006)

Making Tree Kernels Practical for Natural Language Learning. - Alessandro Moschitti (EACL, 2006)

Tree Kernel Engineering in Semantic Role Labeling Systems. - Alessandro Moschitti; Daniele Pighin; Roberto Basili 001 (Learning Structured Information@EACL, 2006)

Shallow Semantic Parsing Based on FrameNet, VerbNet and PropBank. - Ana-Maria Giuglea; Alessandro Moschitti (ECAI, 2006)

Semantic Tree Kernels to Classify Predicate Argument Structures. - Alessandro Moschitti; Bonaventura Coppola; Daniele Pighin; Roberto Basili 001 (ECAI, 2006)

Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees. - Alessandro Moschitti (ECML, 2006)

Fast On-line Kernel Learning for Trees. - Fabio Aiolli; Giovanni Da San Martino; Alessandro Sperduti; Alessandro Moschitti (ICDM, 2006)

Semantic Kernels for Text Classification Based on Topological Measures of Feature Similarity. - Stephan Bloehdorn; Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (ICDM, 2006)

A Tree Kernel approach to Question and Answer Classification in Question Answering Systems. - Alessandro Moschitti; Roberto Basili 001 (LREC, 2006)

Designing Semantic Kernels as Implicit Superconcept Expansions. - Stephan Bloehdorn; Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (LWA, 2006)

Syntactic Kernels for Natural Language Learning: the Semantic Role Labeling Case. - Alessandro Moschitti (HLT-NAACL, 2006)

Extensive Evaluation of Efficient NLP-Driven Text Classification. - Roberto Basili 001; Alessandro Moschitti; Maria Teresa Pazienza (Appl. Artif. Intell., 2006)

A Semantic Kernel to Classify Texts with Very Few Training Examples. - Roberto Basili 001; Marco Cammisa; Alessandro Moschitti (Informatica (Slovenia), 2006)

Semantic indexing and hyperlinking of multimedia news: the RitroveRAI System. - Roberto Basili 001; Marco Cammisa; Emanuele Donati; Alessandro Moschitti (J. Digit. Inf. Manag., 2006)

Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification. - Alessandro Moschitti; Silvia Quarteroni; Roberto Basili 001; Suresh Manandhar (ACL, 2007)

Shallow Semantic in Fast Textual Entailment Rule Learners. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Alessandro Moschitti (ACL-PASCAL@ACL, 2007)

Advanced Tree-Based Kernels for Protein Classification. - Elisa Cilia; Alessandro Moschitti (AI*IA, 2007)

A Tree Kernel-Based Shallow Semantic Parser for Thematic Role Extraction. - Daniele Pighin; Alessandro Moschitti (AI*IA, 2007)

Spoken language understanding with kernels for syntactic/semantic structures. - Alessandro Moschitti; Giuseppe Riccardi; Christian Raymond (ASRU, 2007)

Efficient Kernel-based Learning for Trees. - Fabio Aiolli; Giovanni Da San Martino; Alessandro Sperduti; Alessandro Moschitti (CIDM, 2007)

Structure and semantics for expressive text kernels. - Stephan Bloehdorn; Alessandro Moschitti (CIKM, 2007)

Combined Syntactic and Semantic Kernels for Text Classification. - Stephan Bloehdorn; Alessandro Moschitti (ECIR, 2007)

Advanced Structural Representations for Question Classification and Answer Re-ranking. - Silvia Quarteroni; Alessandro Moschitti; Suresh Manandhar; Roberto Basili 001 (ECIR, 2007)

Fast and effective kernels for relational learning from texts. - Alessandro Moschitti; Fabio Massimo Zanzotto (ICML, 2007)

Audio Feature Engineering for Automatic Music Genre Classification. - Paolo Annesi; Roberto Basili 001; Raffaele Gitto; Alessandro Moschitti; Riccardo Petitti (RIAO, 2007)

CUNIT: A Semantic Role Labeling System for Modern Standard Arabic. - Mona T. Diab; Alessandro Moschitti; Daniele Pighin (SemEval@ACL, 2007)

RTV: Tree Kernels for Thematic Role Classification. - Daniele Pighin; Alessandro Moschitti; Roberto Basili 001 (SemEval@ACL, 2007)

Semantic Role Labeling Systems for Arabic using Kernel Methods. - Mona T. Diab; Alessandro Moschitti; Daniele Pighin (ACL, 2008)

Kernels on Linguistic Structures for Answer Extraction. - Alessandro Moschitti; Silvia Quarteroni (ACL (2), 2008)

BART: A Modular Toolkit for Coreference Resolution. - Yannick Versley; Simone Paolo Ponzetto; Massimo Poesio; Vladimir Eidelman; Alan Jern; Jason Smith 006; Xiaofeng Yang; Alessandro Moschitti (ACL (Demo Papers), 2008)

Kernel methods, syntax and semantics for relational text categorization. - Alessandro Moschitti (CIKM, 2008)

Coreference Systems Based on Kernels Methods. - Yannick Versley; Alessandro Moschitti; Massimo Poesio; Xiaofeng Yang (COLING, 2008)

Generalized Framework for Syntax-Based Relation Mining. - Bonaventura Coppola; Alessandro Moschitti; Daniele Pighin (ICDM, 2008)

Semantic annotations for conversational speech: From speech transcriptions to predicate argument structures. - Arianna Bisazza; Marco Dinarelli; Silvia Quarteroni; Sara Tonelli; Alessandro Moschitti; Giuseppe Riccardi (SLT, 2008)

Automatic framenet-based annotation of conversational speech. - Bonaventura Coppola; Alessandro Moschitti; Sara Tonelli; Giuseppe Riccardi (SLT, 2008)

Joint generative and discriminative models for spoken language understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (SLT, 2008)

PeMoZa Submission to TAC 2008. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Alessandro Moschitti (TAC, 2008)

Tree Kernels for Semantic Role Labeling. - Alessandro Moschitti; Daniele Pighin; Roberto Basili 001 (Comput. Linguistics, 2008)

Kernel-Based Learning for Domain-Specific Relation Extraction. - Roberto Basili 001; Cristina Giannone; Chiara Del Vescovo; Alessandro Moschitti; Paolo Naggar (AI*IA, 2009)

Kernel-based relation extraction from investigative data. - Cristina Giannone; Roberto Basili 001; Chiara Del Vescovo; Paolo Naggar; Alessandro Moschitti (AND, 2009)

Cross-Language Frame Semantics Transfer in Bilingual Corpora. - Roberto Basili 001; Diego De Cao; Danilo Croce; Bonaventura Coppola; Alessandro Moschitti (CICLing, 2009)

Efficient Linearization of Tree Kernel Functions. - Daniele Pighin; Alessandro Moschitti (CoNLL, 2009)

Re-Ranking Models for Spoken Language Understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (EACL, 2009)

Syntactic and Semantic Kernels for Short Text Pair Categorization. - Alessandro Moschitti (EACL, 2009)

Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (EMNLP, 2009)

Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction. - Truc-Vien T. Nguyen; Alessandro Moschitti; Giuseppe Riccardi (EMNLP, 2009)

Reverse Engineering of Tree Kernel Feature Spaces. - Daniele Pighin; Alessandro Moschitti (EMNLP, 2009)

Concept segmentation and labeling for conversational speech. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (INTERSPEECH, 2009)

Shallow Semantic Parsing for Spoken Language Understanding. - Bonaventura Coppola; Alessandro Moschitti; Giuseppe Riccardi (HLT-NAACL (Short Papers), 2009)

Semantic Mapping between Natural Language Questions and SQL Queries via Syntactic Pairing. - Alessandra Giordani; Alessandro Moschitti (NLDB, 2009)

Syntactic Structural Kernels for Natural Language Interfaces to Databases. - Alessandra Giordani; Alessandro Moschitti (ECML/PKDD (1), 2009)

SemKer: Syntactic/Semantic Kernels for Recognizing Textual Entailment. - Yashar Mehdad; Alessandro Moschitti; Fabio Massimo Zanzotto (TAC, 2009)

A machine learning approach to textual entailment recognition. - Fabio Massimo Zanzotto; Marco Pennacchiotti; Alessandro Moschitti (Nat. Lang. Eng., 2009)

Reranking Models in Fine-grained Opinion Analysis. - Richard Johansson; Alessandro Moschitti (COLING, 2010)

Kernel Engineering for Fast and Easy Design of Natural Language Applications. - Alessandro Moschitti (COLING (Tutorials), 2010)

Kernel-based Reranking for Named-Entity Extraction. - Truc-Vien T. Nguyen; Alessandro Moschitti; Giuseppe Riccardi (COLING (Posters), 2010)

Syntactic and Semantic Structure for Opinion Expression Detection. - Richard Johansson; Alessandro Moschitti (CoNLL, 2010)

On Reverse Feature Engineering of Syntactic Tree Kernels. - Daniele Pighin; Alessandro Moschitti (CoNLL, 2010)

Introduction to the EternalS Track: Trustworthy Eternal Systems via Evolving Software, Data and Knowledge. - Alessandro Moschitti (ISoLA (2), 2010)

LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling. - Alessandro Moschitti (ISoLA (2), 2010)

A General Purpose FrameNet-based Shallow Semantic Parser. - Bonaventura Coppola; Alessandro Moschitti (LREC, 2010)

Corpora for Automatically Learning to Map Natural Language Questions into SQL Queries. - Alessandra Giordani; Alessandro Moschitti (LREC, 2010)

A Flexible Representation of Heterogeneous Annotation Data. - Richard Johansson; Alessandro Moschitti (LREC, 2010)

A Comprehensive Resource to Evaluate Complex Open Domain Question Answering. - Silvia Quarteroni; Alessandro Moschitti (LREC, 2010)

Syntactic/Semantic Structures for Textual Entailment Recognition. - Yashar Mehdad; Alessandro Moschitti; Fabio Massimo Zanzotto (HLT-NAACL, 2010)

Large-Scale Support Vector Learning with Structural Kernels. - Aliaksei Severyn; Alessandro Moschitti (ECML/PKDD (3), 2010)

Hypotheses selection for re-ranking semantic annotations. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (SLT, 2010)

Extracting Opinion Expressions and Their Polarities - Exploration of Pipelines and Joint Models. - Richard Johansson; Alessandro Moschitti (ACL (2), 2011)

End-to-End Relation Extraction Using Distant Supervision from External Semantic Repositories. - Truc-Vien T. Nguyen; Alessandro Moschitti (ACL (2), 2011)

A Study on Dependency Tree Kernels for Automatic Extraction of Protein-Protein Interaction. - Faisal Md. Chowdhury; Alberto Lavelli; Alessandro Moschitti (BioNLP@ACL, 2011)

Semantic convolution kernels over dependency trees: smoothed partial tree kernel. - Danilo Croce; Alessandro Moschitti; Roberto Basili 001 (CIKM, 2011)

Structured Lexical Similarity via Convolution Kernels on Dependency Trees. - Danilo Croce; Alessandro Moschitti; Roberto Basili 001 (EMNLP, 2011)

Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! - Alessandro Moschitti; Jennifer Chu-Carroll; Siddharth Patwardhan; James Fan; Giuseppe Riccardi (EMNLP, 2011)

EvalIta 2011: The Frame Labeling over Italian Texts Task. - Roberto Basili 001; Diego De Cao; Alessandro Lenci; Alessandro Moschitti; Giulia Venturi (EVALITA, 2011)

Inferring Affordances Using Learning Techniques. - Amel Bennaceur; Richard Johansson; Alessandro Moschitti; Romina Spalazzese; Daniel Sykes; Rachid Saadi; Valérie Issarny (EternalS@FET, 2011)

Large-Scale Learning with Structural Kernels for Class-Imbalanced Datasets. - Aliaksei Severyn; Alessandro Moschitti (EternalS@FET, 2011)

Automatic Service Categorisation through Machine Learning in Emergent Middleware. - Amel Bennaceur; Valérie Issarny; Richard Johansson; Alessandro Moschitti; Romina Spalazzese; Daniel Sykes (FMCO, 2011)

Joint Distant and Direct Supervision for Relation Extraction. - Truc-Vien T. Nguyen; Alessandro Moschitti (IJCNLP, 2011)

Machine Learning for Automatic Classification of Web Service Interface Descriptions. - Amel Bennaceur; Valérie Issarny; Richard Johansson; Alessandro Moschitti; Daniel Sykes; Romina Spalazzese (ISoLA Workshops, 2011)

Fast Support Vector Machines for Structural Kernels. - Aliaksei Severyn; Alessandro Moschitti (ECML/PKDD (3), 2011)

Kernel-Based Machines for Abstract and Easy Modeling of Automatic Learning. - Alessandro Moschitti (SFM, 2011)

Semantic Role Labeling Martha Palmer, * Daniel Gildea, ‡ and Nianwen Xue¶ (*University of Colorado, Boulder; ‡University of Rochester; ¶Brandeis University) Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 6), 2010, ix+91 pp; paperbound, ISBN 978-1-59829-831-4, $30.00 or by subscription. - Alessandro Moschitti (Comput. Linguistics, 2011)

Efficient Graph Kernels for Textual Entailment Recognition. - Fabio Massimo Zanzotto; Lorenzo Dell'Arciprete; Alessandro Moschitti (Fundam. Informaticae, 2011)

Supervised semantic relation mining from linguistically noisy text documents. - Cristina Giannone; Roberto Basili 001; Paolo Naggar; Alessandro Moschitti (Int. J. Document Anal. Recognit., 2011)

Linguistic kernels for answer re-ranking in question answering systems. - Alessandro Moschitti; Silvia Quarteroni (Inf. Process. Manag., 2011)

Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages. - Stefan Hahn; Marco Dinarelli; Christian Raymond; Fabrice Lefèvre; Patrick Lehnen; Renato de Mori; Alessandro Moschitti; Hermann Ney; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 2011)

Verb Classification using Distributional Similarity in Syntactic and Semantic Structures. - Danilo Croce; Alessandro Moschitti; Roberto Basili 001; Martha Palmer (ACL (1), 2012)

State-of-the-Art Kernels for Natural Language Processing. - Alessandro Moschitti (ACL (Tutorial Abstracts), 2012)

Modeling Topic Dependencies in Hierarchical Text Categorization. - Alessandro Moschitti; Qi Ju 002; Richard Johansson (ACL (1), 2012)

Supervised models for multimodal image retrieval based on visual, semantic and geographic information. - Duc-Tien Dang-Nguyen; Giulia Boato; Alessandro Moschitti; Francesco G. B. De Natale (CBMI, 2012)

Labeling by landscaping: classifying tokens in context by pruning and decorating trees. - Siddharth Patwardhan; Branimir Boguraev; Apoorv Agarwal; Alessandro Moschitti; Jennifer Chu-Carroll (CIKM, 2012)

Translating Questions to SQL Queries with Generative Parsers Discriminatively Reranked. - Alessandra Giordani; Alessandro Moschitti (COLING (Posters), 2012)

CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes. - Sameer Pradhan; Alessandro Moschitti; Nianwen Xue; Olga Uryupina; Yuchen Zhang (EMNLP-CoNLL Shared Task, 2012)

BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task. - Olga Uryupina; Alessandro Moschitti; Massimo Poesio (EMNLP-CoNLL Shared Task, 2012)

Machine Learning for Emergent Middleware. - Amel Bennaceur; Valérie Issarny; Daniel Sykes; Falk Howar; Malte Isberner; Bernhard Steffen; Richard Johansson; Alessandro Moschitti (EternalS@ECAI, 2012)

Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability. - Anna Corazza; Sergio Di Martino; Valerio Maggio; Alessandro Moschitti; Andrea Passerini; Giuseppe Scanniello; Fabrizio Silvestri (EternalS@ECAI, 2012)

Anomaly Detection in the Cloud: Detecting Security Incidents via Machine Learning. - Matthias Gander; Michael Felderer; Basel Katt; Adrian Tolbaru; Ruth Breu; Alessandro Moschitti (EternalS@ECAI, 2012)

Automatic Generation and Reranking of SQL-Derived Answers to NL Questions. - Alessandra Giordani; Alessandro Moschitti (EternalS@ECAI, 2012)

Hierarchical Text Classification for Supporting Educational Programs. - Qi Ju 002; Chiara Ravagni; Alessandro Moschitti; Giampiero Vaschetto (IIR, 2012)

Generating SQL Queries Using Natural Language Syntactic Dependencies and Metadata. - Alessandra Giordani; Alessandro Moschitti (NLDB, 2012)

Structural relationships for large-scale learning of answer re-ranking. - Aliaksei Severyn; Alessandro Moschitti (SIGIR, 2012)

Fast support vector machines for convolution tree kernels. - Aliaksei Severyn; Alessandro Moschitti (Data Min. Knowl. Discov., 2012)

Structural reranking models for named entity recognition. - Truc-Vien T. Nguyen; Alessandro Moschitti (Intelligenza Artificiale, 2012)

Special issue on statistical learning of natural language structured input and output. - Lluís Màrquez; Alessandro Moschitti (Nat. Lang. Eng., 2012)

Discriminative Reranking for Spoken Language Understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 2012)

Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction. - Barbara Plank; Alessandro Moschitti (ACL (1), 2013)

Learning Semantic Textual Similarity with Structural Representations. - Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti (ACL (2), 2013)

Building structures from classifiers for passage reranking. - Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti (CIKM, 2013)

Towards Robust Linguistic Analysis using OntoNotes. - Sameer Pradhan; Alessandro Moschitti; Nianwen Xue; Hwee Tou Ng; Anders Björkelund; Olga Uryupina; Yuchen Zhang; Zhi Zhong (CoNLL, 2013)

Learning Adaptable Patterns for Passage Reranking. - Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti (CoNLL, 2013)

Incremental Reranking for Hierarchical Text Classification. - Qi Ju 002; Alessandro Moschitti (ECIR, 2013)

Learning to Rank from Structures in Hierarchical Text Classification. - Qi Ju 002; Alessandro Moschitti; Richard Johansson (ECIR, 2013)

Automatic Feature Engineering for Answer Selection and Extraction. - Aliaksei Severyn; Alessandro Moschitti (EMNLP, 2013)

Fast Linearization of Tree Kernels over Large-Scale Data. - Aliaksei Severyn; Alessandro Moschitti (IJCAI, 2013)

Long-Distance Time-Event Relation Extraction. - Alessandro Moschitti; Siddharth Patwardhan; Chris Welty (IJCNLP, 2013)

Multilingual Mention Detection for Coreference Resolution. - Olga Uryupina; Alessandro Moschitti (IJCNLP, 2013)

Kernel-based learning to rank with syntactic and semantic structures. - Alessandro Moschitti (SIGIR, 2013)

iKernels-Core: Tree Kernel Learning for Textual Similarity. - Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti (*SEM@NAACL-HLT, 2013)

Relational Features in Fine-Grained Opinion Analysis. - Richard Johansson; Alessandro Moschitti (Comput. Linguistics, 2013)

Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. - Giovanni Semeraro; Pierpaolo Basile; Roberto Basili 001; Marco de Gemmis; Chiara Ghidini; Maurizio Lenzerini; Pasquale Lops; Alessandro Moschitti; Cataldo Musto; Fedelucio Narducci; Arianna Pipitone; Roberto Pirrone; et al. (Intelligenza Artificiale, 2013)

Opinion Mining on YouTube. - Aliaksei Severyn; Alessandro Moschitti; Olga Uryupina; Barbara Plank; Katja Filippova (ACL (1), 2014)

A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling. - Iman Saleh 001; Scott Cyphers; James R. Glass; Shafiq R. Joty; Lluís Màrquez i Villodre; Alessandro Moschitti; Preslav Nakov (COLING, 2014)

Learning to Rank Answer Candidates for Automatic Resolution of Crossword Puzzles. - Gianni Barlacchi; Massimo Nicosia; Alessandro Moschitti (CoNLL, 2014)

Encoding Semantic Resources in Syntactic Structures for Passage Reranking. - Kateryna Tymoshenko; Alessandro Moschitti; Aliaksei Severyn (EACL, 2014)

Learning to Differentiate Better from Worse Translations. - Francisco Guzmán; Shafiq R. Joty; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov; Massimo Nicosia (EMNLP, 2014)

Discriminative Reranking of Discourse Parses Using Tree Kernels. - Shafiq R. Joty; Alessandro Moschitti (EMNLP, 2014)

Semantic Kernels for Semantic Parsing. - Iman Saleh 001; Alessandro Moschitti; Preslav Nakov; Lluís Màrquez; Shafiq R. Joty (EMNLP, 2014)

SenTube: A Corpus for Sentiment Analysis on YouTube Social Media. - Olga Uryupina; Barbara Plank; Aliaksei Severyn; Agata Rotondi; Alessandro Moschitti (LREC, 2014)

SIGIR 2014 workshop on semantic matching in information retrieval. - Julio Gonzalo; Hang Li 001; Alessandro Moschitti; Jun Xu 001 (SIGIR, 2014)

Semantic Matching using Kernel Methods. - Alessandro Moschitti (SMIR@SIGIR, 2014)

A syntax-aware re-ranker for microblog retrieval. - Aliaksei Severyn; Alessandro Moschitti; Manos Tsagkias; Richard Berendsen; Maarten de Rijke (SIGIR, 2014)

Information extraction from multimedia web documents: an open-source platform and testbed. - David Paul Dupplaw; Michael Matthews; Richard Johansson; Giulia Boato; Andrea Costanzo; Marco Fontani; Enrico Minack; Elena Demidova; Roi Blanco; Thomas Griffiths 002; Paul H. Lewis; Jonathon S. Hare; et al. (Int. J. Multim. Inf. Retr., 2014)

Thread-Level Information for Comment Classification in Community Question Answering. - Alberto Barrón-Cedeño; Simone Filice; Giovanni Da San Martino; Shafiq R. Joty; Lluís Màrquez; Preslav Nakov; Alessandro Moschitti (ACL (2), 2015)

Structural Representations for Learning Relations between Pairs of Texts. - Simone Filice; Giovanni Da San Martino; Alessandro Moschitti (ACL (1), 2015)

SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem. - Alessandro Moschitti; Massimo Nicosia; Gianni Barlacchi (ACL (System Demonstrations), 2015)

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles. - Aliaksei Severyn; Massimo Nicosia; Gianni Barlacchi; Alessandro Moschitti (ACL (2), 2015)

Assessing the Impact of Syntactic and Semantic Structures for Answer Passages Reranking. - Kateryna Tymoshenko; Alessandro Moschitti (CIKM, 2015)

Learning to Rank Aggregated Answers for Crossword Puzzles. - Massimo Nicosia; Gianni Barlacchi; Alessandro Moschitti (ECIR, 2015)

Global Thread-level Inference for Comment Classification in Community Question Answering. - Shafiq R. Joty; Alberto Barrón-Cedeño; Giovanni Da San Martino; Simone Filice; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov (EMNLP, 2015)

Distant Supervision for Relation Extraction Using Tree Kernels. - Azad Abad; Alessandro Moschitti (IIR, 2015)

Automatic Feature Engineering for Italian Question Answering Systems. - Antonio E. Uva; Alessandro Moschitti (IIR, 2015)

High-Order Low-Rank Tensors for Semantic Role Labeling. - Tao Lei 001; Yuan Zhang 001; Lluís Màrquez i Villodre; Alessandro Moschitti; Regina Barzilay (HLT-NAACL, 2015)

On the Automatic Learning of Sentiment Lexicons. - Aliaksei Severyn; Alessandro Moschitti (HLT-NAACL, 2015)

SemEval-2015 Task 3: Answer Selection in Community Question Answering. - Preslav Nakov; Lluís Màrquez; Walid Magdy; Alessandro Moschitti; James R. Glass; Bilal Randeree (SemEval@NAACL-HLT, 2015)

QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English. - Massimo Nicosia; Simone Filice; Alberto Barrón-Cedeño; Iman Saleh 001; Hamdy Mubarak; Wei Gao 001; Preslav Nakov; Giovanni Da San Martino; Alessandro Moschitti; Kareem Darwish; Lluís Màrquez; Shafiq R. Joty; et al. (SemEval@NAACL-HLT, 2015)

UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification. - Aliaksei Severyn; Alessandro Moschitti (SemEval@NAACL-HLT, 2015)

Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. - Aliaksei Severyn; Alessandro Moschitti (SIGIR, 2015)

Twitter Sentiment Analysis with Deep Convolutional Neural Networks. - Aliaksei Severyn; Alessandro Moschitti (SIGIR, 2015)

A State-of-the-Art Mention-Pair Model for Coreference Resolution. - Olga Uryupina; Alessandro Moschitti (*SEM@NAACL-HLT, 2015)

Denoising Bodies to Titles: Retrieving Similar Questions with Recurrent Convolutional Models. - Tao Lei 001; Hrishikesh Joshi; Regina Barzilay; Tommi S. Jaakkola; Kateryna Tymoshenko; Alessandro Moschitti; Lluís Màrquez i Villodre (CoRR, 2015)

Semantic Tree Kernels for Statistical Natural Language Learning. - Danilo Croce; Roberto Basili 001; Alessandro Moschitti (Italian Natural Language Processing within the PARLI Project, 2015)

LiMoSINe Pipeline: Multilingual UIMA-based NLP Platform. - Olga Uryupina; Barbara Plank; Gianni Barlacchi; Francisco J. Valverde-Albacete; Manos Tsagkias; Antonio Uva 001; Alessandro Moschitti (ACL (System Demonstrations), 2016)

Learning to Re-Rank Questions in Community Question Answering Using Advanced Features. - Giovanni Da San Martino; Alberto Barrón-Cedeño; Salvatore Romeo; Antonio Uva 001; Alessandro Moschitti (CIKM, 2016)

Learning to Rank Non-Factoid Answers: Comment Selection in Web Forums. - Kateryna Tymoshenko; Daniele Bonadiman; Alessandro Moschitti (CIKM, 2016)

Tree Kernels-based Discriminative Reranker for Italian Constituency Parsers. - Antonio Uva 001; Alessandro Moschitti (CLiC-it/EVALITA, 2016)

Appetitoso: A Search Engine for Restaurant Retrieval based on Dishes. - Gianni Barlacchi; Azad Abad; Emanuele Rossinelli; Alessandro Moschitti (CLiC-it/EVALITA, 2016)

Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking. - Alberto Barrón-Cedeño; Giovanni Da San Martino; Salvatore Romeo; Alessandro Moschitti (COLING, 2016)

An Interactive System for Exploring Community Question Answering Forums. - Enamul Hoque; Shafiq R. Joty; Lluís Màrquez; Alberto Barrón-Cedeño; Giovanni Da San Martino; Alessandro Moschitti; Preslav Nakov; Salvatore Romeo; Giuseppe Carenini (COLING (Demos), 2016)

Neural Attention for Learning to Rank Questions in Community Question Answering. - Salvatore Romeo; Giovanni Da San Martino; Alberto Barrón-Cedeño; Alessandro Moschitti; Yonatan Belinkov; Wei-Ning Hsu; Yu Zhang 033; Mitra Mohtarami; James R. Glass (COLING, 2016)

Crossword Puzzle Resolution in Italian using Distributional Models for Clue Similarity. - Massimo Nicosia; Alessandro Moschitti (IIR, 2016)

Learning to Recognize Ancillary Information for Automatic Paraphrase Identification. - Simone Filice; Alessandro Moschitti (HLT-NAACL, 2016)

Semi-supervised Question Retrieval with Gated Convolutions. - Tao Lei 001; Hrishikesh Joshi; Regina Barzilay; Tommi S. Jaakkola; Kateryna Tymoshenko; Alessandro Moschitti; Lluís Màrquez (HLT-NAACL, 2016)

Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking. - Kateryna Tymoshenko; Daniele Bonadiman; Alessandro Moschitti (HLT-NAACL, 2016)

ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora. - Alberto Barrón-Cedeño; Giovanni Da San Martino; Shafiq R. Joty; Alessandro Moschitti; Fahad Al-Obaidli; Salvatore Romeo; Kateryna Tymoshenko; Antonio Uva 001 (SemEval@NAACL-HLT, 2016)

KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. - Simone Filice; Danilo Croce; Alessandro Moschitti; Roberto Basili 001 (SemEval@NAACL-HLT, 2016)

SemEval-2016 Task 3: Community Question Answering. - Preslav Nakov; Lluís Màrquez; Alessandro Moschitti; Walid Magdy; Hamdy Mubarak; Abed Alhakim Freihat; James R. Glass; Bilal Randeree (SemEval@NAACL-HLT, 2016)

SIGIR 2016 Workshop WebQA II: Web Question Answering Beyond Factoids. - Alessandro Moschitti; Lluís Màrquez; Preslav Nakov; Eugene Agichtein; Charles L. A. Clarke; Idan Szpektor (SIGIR, 2016)

Taking the best from the Crowd: Learning Question Passage Classification from Noisy Data. - Azad Abad; Alessandro Moschitti (*SEM@ACL, 2016)

Addressing Community Question Answering in English and Arabic. - Giovanni Da San Martino; Alberto Barrón-Cedeño; Salvatore Romeo; Alessandro Moschitti; Shafiq R. Joty; Fahad Al-Obaidli; Kateryna Tymoshenko; Antonio Uva 001 (CoRR, 2016)

Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks. - Aliaksei Severyn; Alessandro Moschitti (CoRR, 2016)

Multi-lingual opinion mining on YouTube. - Aliaksei Severyn; Alessandro Moschitti; Olga Uryupina; Barbara Plank; Katja Filippova (Inf. Process. Manag., 2016)

Question Answering and Knowledge Graphs. - Alessandro Moschitti; Kateryna Tymoshenko; Panos Alexopoulos; Andrew D. Walker; Massimo Nicosia; Guido Vetere; Alessandro Faraotti; Marco Monti; Jeff Z. Pan; Honghan Wu; Yuting Zhao (Exploiting Linked Data and Knowledge Graphs in Large Organisations, 2017)

Self-Crowdsourcing Training for Relation Extraction. - Azad Abad; Moin Nabi; Alessandro Moschitti (ACL (2), 2017)

Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures. - Iryna Haponchyk; Alessandro Moschitti (ACL (1), 2017)

RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations. - Kateryna Tymoshenko; Alessandro Moschitti; Massimo Nicosia; Aliaksei Severyn (ACL (System Demonstrations), 2017)

Accurate Sentence Matching with Hybrid Siamese Networks. - Massimo Nicosia; Alessandro Moschitti (CIKM, 2017)

Predicting Land Use of Italian Cities using Structural Semantic Models. - Gianni Barlacchi; Bruno Lepri; Alessandro Moschitti (CLiC-it, 2017)

Neural Sentiment Analysis for a Real-World Application. - Daniele Bonadiman; Giuseppe Castellucci; Andrea Favalli; Raniero Romagnoli; Alessandro Moschitti (CLiC-it, 2017)

Commercial Applications through Community Question Answering Technology. - Antonio E. Uva; Valerio Storch; Casimiro Carrino; Ugo Di Iorio; Alessandro Moschitti (CLiC-it, 2017)

Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information. - Massimo Nicosia; Alessandro Moschitti (CoNLL, 2017)

Collaborative Partitioning for Coreference Resolution. - Olga Uryupina; Alessandro Moschitti (CoNLL, 2017)

Effective shared representations with Multitask Learning for Community Question Answering. - Daniele Bonadiman; Antonio Uva 001; Alessandro Moschitti (EACL (2), 2017)

A Practical Perspective on Latent Structured Prediction for Coreference Resolution. - Iryna Haponchyk; Alessandro Moschitti (EACL (2), 2017)

A Multiple-Instance Learning Approach to Sentence Selection for Question Ranking. - Salvatore Romeo; Giovanni Da San Martino; Alberto Barrón-Cedeño; Alessandro Moschitti (ECIR, 2017)

Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model. - Kateryna Tymoshenko; Daniele Bonadiman; Alessandro Moschitti (EMNLP, 2017)

Structural Semantic Models for Automatic Analysis of Urban Areas. - Gianni Barlacchi; Alberto Rossi; Bruno Lepri; Alessandro Moschitti (ECML/PKDD (3), 2017)

Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics. - Martin Boyanov; Preslav Nakov; Alessandro Moschitti; Giovanni Da San Martino; Ivan Koychev (RANLP, 2017)

KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering. - Simone Filice; Giovanni Da San Martino; Alessandro Moschitti (SemEval@ACL, 2017)

SemEval-2017 Task 3: Community Question Answering. - Preslav Nakov; Doris Hoogeveen; Lluís Màrquez; Alessandro Moschitti; Hamdy Mubarak; Timothy Baldwin; Karin Verspoor (SemEval@ACL, 2017)

Autonomous Crowdsourcing through Human-Machine Collaborative Learning. - Azad Abad; Moin Nabi; Alessandro Moschitti (SIGIR, 2017)

On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments. - Alberto Barrón-Cedeño; Giovanni Da San Martino; Simone Filice; Alessandro Moschitti (SIGIR, 2017)

Cross-Language Question Re-Ranking. - Giovanni Da San Martino; Salvatore Romeo; Alberto Barrón-Cedeño; Shafiq R. Joty; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov (SIGIR, 2017)

Multitask Learning with Deep Neural Networks for Community Question Answering. - Daniele Bonadiman; Antonio E. Uva; Alessandro Moschitti (CoRR, 2017)

KELP: a Kernel-based Learning Platform. - Simone Filice; Giuseppe Castellucci; Giovanni Da San Martino; Alessandro Moschitti; Danilo Croce; Roberto Basili 001 (J. Mach. Learn. Res., 2017)

A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines. - Salvatore Romeo; Giovanni Da San Martino; Alberto Barrón-Cedeño; Alessandro Moschitti (ACL (4), 2018)

Injecting Relational Structural Representation in Neural Networks for Question Similarity. - Antonio Uva 001; Daniele Bonadiman; Alessandro Moschitti (ACL (2), 2018)

Exploiting Deep Neural Networks for Tweet-based Emoji Prediction. - Andrei Catalin; Giacomo Zara; Yaroslav Nechaev; Gianni Barlacchi; Alessandro Moschitti (NL4AI@AI*IA, 2018)

Transfer Learning for Industrial Applications of Named Entity Recognition. - Lingzhen Chen; Alessandro Moschitti; Giuseppe Castellucci; Andrea Favalli; Raniero Romagnoli (NL4AI@AI*IA, 2018)

Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models. - Lingzhen Chen; Alessandro Moschitti (COLING, 2018)

Supervised Clustering of Questions into Intents for Dialog System Applications. - Iryna Haponchyk; Antonio Uva 001; Seunghak Yu; Olga Uryupina; Alessandro Moschitti (EMNLP, 2018)

Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection. - Massimo Nicosia; Alessandro Moschitti (EMNLP, 2018)

Adversarial Domain Adaptation for Duplicate Question Detection. - Darsh J. Shah; Tao Lei 001; Alessandro Moschitti; Salvatore Romeo; Preslav Nakov (EMNLP, 2018)

Cross-Pair Text Representations for Answer Sentence Selection. - Kateryna Tymoshenko; Alessandro Moschitti (EMNLP, 2018)

Integrating Stance Detection and Fact Checking in a Unified Corpus. - Ramy Baly; Mitra Mohtarami; James R. Glass; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov (NAACL-HLT (2), 2018)

Automatic Stance Detection Using End-to-End Memory Networks. - Mitra Mohtarami; Ramy Baly; James R. Glass; Preslav Nakov; Lluís Màrquez; Alessandro Moschitti (NAACL-HLT, 2018)

Learning pairwise patterns in Community Question Answering. - Simone Filice; Alessandro Moschitti (Intelligenza Artificiale, 2018)

Transfer Learning for Sequence Labeling Using Source Model and Target Data. - Lingzhen Chen; Alessandro Moschitti (AAAI, 2019)

Efficient Online Learning for Mapping Kernels on Linguistic Structures. - Giovanni Da San Martino; Alessandro Sperduti; Fabio Aiolli; Alessandro Moschitti (AAAI, 2019)

A Study of Latent Structured Prediction Approaches to Passage Reranking. - Iryna Haponchyk; Alessandro Moschitti (NAACL-HLT (1), 2019)

Language processing and learning models for community question answering in Arabic. - Salvatore Romeo; Giovanni Da San Martino; Yonatan Belinkov; Alberto Barrón-Cedeño; Mohamed Eldesouki; Kareem Darwish; Hamdy Mubarak; James R. Glass; Alessandro Moschitti (Inf. Process. Manag., 2019)

Arabic community question answering. - Preslav Nakov; Lluís Màrquez; Alessandro Moschitti; Hamdy Mubarak (Nat. Lang. Eng., 2019)

Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems. - Kateryna Tymoshenko; Alessandro Moschitti (ACM Trans. Inf. Syst., 2019)

TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection. - Siddhant Garg; Thuy Vu; Alessandro Moschitti (AAAI, 2020)

The Cascade Transformer: an Application for Efficient Answer Sentence Selection. - Luca Soldaini; Alessandro Moschitti (ACL, 2020)

Cross-Language Transformer Adaptation for Frequently Asked Questions. - Luca Di Liello; Daniele Bonadiman; Alessandro Moschitti; Cristina Giannone; Andrea Favalli; Raniero Romagnoli (CLiC-it, 2020)

Dialog-based Help Desk through Automated Question Answering and Intent Detection. - Antonio E. Uva; Pierluigi Roberti; Alessandro Moschitti (CLiC-it, 2020)

A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection. - Daniele Bonadiman; Alessandro Moschitti (COLING, 2020)

Reranking for Efficient Transformer-based Answer Selection. - Yoshitomo Matsubara; Thuy Vu; Alessandro Moschitti (SIGIR, 2020)

AVA: an Automatic eValuation Approach to Question Answering Systems. - Thuy Vu; Alessandro Moschitti (CoRR, 2020)

Context-based Transformer Models for Answer Sentence Selection. - Ivano Lauriola; Alessandro Moschitti (CoRR, 2020)

WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation. - Nachshon Cohen; Oren Kalinsky; Yftah Ziser; Alessandro Moschitti (ACL/IJCNLP (2), 2021)

Answer Generation for Retrieval-based Question Answering Systems. - Chao-Chun Hsu; Eric Lind; Luca Soldaini; Alessandro Moschitti (ACL/IJCNLP (Findings), 2021)

Strong and Light Baseline Models for Fact-Checking Joint Inference. - Kateryna Tymoshenko; Alessandro Moschitti (ACL/IJCNLP (Findings), 2021)

Joint Models for Answer Verification in Question Answering Systems. - Zeyu Zhang 002; Thuy Vu; Alessandro Moschitti (ACL/IJCNLP (1), 2021)

Language Transfer for Identifying Diagnostic Paragraphs in Clinical Notes. - Luca Di Liello; Olga Uryupina; Alessandro Moschitti (CLiC-it, 2021)

Modeling Context in Answer Sentence Selection Systems on a Latency Budget. - Rujun Han; Luca Soldaini; Alessandro Moschitti (EACL, 2021)

CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. - Thuy Vu; Alessandro Moschitti (EACL, 2021)

Answer Sentence Selection Using Local and Global Context in Transformer Models. - Ivano Lauriola; Alessandro Moschitti (ECIR (1), 2021)

Machine Translation Customization via Automatic Training Data Selection from the Web. - Thuy Vu; Alessandro Moschitti (ECIR (1), 2021)

Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering. - Siddhant Garg; Alessandro Moschitti (EMNLP (1), 2021)

Reference-based Weak Supervision for Answer Sentence Selection using Web Data. - Vivek Krishnamurthy; Thuy Vu; Alessandro Moschitti (EMNLP (Findings), 2021)

Exploring the structure of BERT through Kernel Learning. - Ivano Lauriola; Alberto Lavelli; Alessandro Moschitti; Fabio Aiolli (IJCNN, 2021)

Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents. - Iryna Haponchyk; Alessandro Moschitti (NAACL-HLT, 2021)

AVA: an Automatic eValuation Approach for Question Answering Systems. - Thuy Vu; Alessandro Moschitti (NAACL-HLT, 2021)

Multilingual Answer Sentence Reranking via Automatically Translated Data. - Thuy Vu; Alessandro Moschitti (CoRR, 2021)

Efficient pre-training objectives for Transformers. - Luca Di Liello; Matteo Gabburo; Alessandro Moschitti (CoRR, 2021)

Cross-Lingual GenQA: A Language-Agnostic Generative Question Answering Approach for Open-Domain Question Answering. - Benjamin Muller; Luca Soldaini; Rik Koncel-Kedziorski; Eric Lind; Alessandro Moschitti (CoRR, 2021)

Land Use Classification With Point of Interests and Structural Patterns. - Gianni Barlacchi; Bruno Lepri; Alessandro Moschitti (IEEE Trans. Knowl. Data Eng., 2021)

WDRASS: A Web-scale Dataset for Document Retrieval and Answer Sentence Selection. - Zeyu Zhang 002; Thuy Vu; Sunil Gandhi; Ankit Chadha; Alessandro Moschitti (CIKM, 2022)

FocusQA: Open-Domain Question Answering with a Context in Focus. - Gianni Barlacchi; Ivano Lauriola; Alessandro Moschitti; Marco Del Tredici; Xiaoyu Shen 001; Thuy Vu; Bill Byrne; Adrià de Gispert (EMNLP (Findings), 2022)

Knowledge Transfer from Answer Ranking to Answer Generation. - Matteo Gabburo; Rik Koncel-Kedziorski; Siddhant Garg; Luca Soldaini; Alessandro Moschitti (EMNLP, 2022)

Effective Pretraining Objectives for Transformer-based Autoencoders. - Luca Di Liello; Matteo Gabburo; Alessandro Moschitti (EMNLP (Findings), 2022)

Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. - Luca Di Liello; Siddhant Garg; Luca Soldaini; Alessandro Moschitti (EMNLP, 2022)

Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. - Yoshitomo Matsubara; Luca Soldaini; Eric Lind; Alessandro Moschitti (EMNLP (Findings), 2022)

Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation. - Benjamin Muller; Luca Soldaini; Rik Koncel-Kedziorski; Eric Lind; Alessandro Moschitti (AACL/IJCNLP (1), 2022)

Building a Dataset for Automatically Learning to Detect Questions Requiring Clarification. - Ivano Lauriola; Kevin Small; Alessandro Moschitti (LREC, 2022)

Paragraph-based Transformer Pre-training for Multi-Sentence Inference. - Luca Di Liello; Siddhant Garg; Luca Soldaini; Alessandro Moschitti (NAACL-HLT, 2022)

DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection. - Nic Jedema; Thuy Vu; Manish Gupta; Alessandro Moschitti (CoRR, 2022)

Effective Pre-Training Objectives for Transformer-based Autoencoders. - Luca Di Liello; Matteo Gabburo; Alessandro Moschitti (CoRR, 2022)

Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. - Matteo Gabburo; Siddhant Garg; Rik Koncel-Kedziorski; Alessandro Moschitti (ACL (1), 2023)

Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages. - Shivanshu Gupta; Yoshitomo Matsubara; Ankit Chadha; Alessandro Moschitti (ACL (Findings), 2023)

Context-Aware Transformer Pre-Training for Answer Sentence Selection. - Luca Di Liello; Siddhant Garg; Alessandro Moschitti (ACL (2), 2023)

Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users. - Liang Wang; Ivano Lauriola; Alessandro Moschitti (ACL (industry), 2023)

Question-Answer Sentence Graph for Joint Modeling Answer Selection. - Roshni G. Iyer; Thuy Vu; Alessandro Moschitti; Yizhou Sun (EACL, 2023)

Double Retrieval and Ranking for Accurate Question Answering. - Zeyu Zhang 002; Thuy Vu; Alessandro Moschitti (EACL (Findings), 2023)

QUADRo: Dataset and Models for QUestion-Answer Database Retrieval. - Stefano Campese; Ivano Lauriola; Alessandro Moschitti (EMNLP (Findings), 2023)

SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References. - Matteo Gabburo; Siddhant Garg; Rik Koncel-Kedziorski; Alessandro Moschitti (IJCNLP (2), 2023)

Measuring Retrieval Complexity in Question Answering Systems. - Matteo Gabburo; Nicolaas Paul Jedema; Siddhant Garg; Leonardo F. R. Ribeiro; Alessandro Moschitti (ACL (Findings), 2024)

In Situ Answer Sentence Selection at Web-scale. - Zeyu Zhang 002; Thuy Vu; Alessandro Moschitti (CIKM, 2024)

Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering. - Kexuan Sun 002; Nicolaas Paul Jedema; Karishma Sharma; Ruben Janssen; Jay Pujara; Pedro A. Szekely; Alessandro Moschitti (LREC/COLING, 2024)

Pre-Training Methods for Question Reranking. - Stefano Campese; Ivano Lauriola; Alessandro Moschitti (EACL (2), 2024)

Speechworthy Instruction-tuned Language Models. - Hyundong Cho; Nicolaas Paul Jedema; Leonardo F. R. Ribeiro; Karishma Sharma; Pedro A. Szekely; Alessandro Moschitti; Ruben Janssen; Jonathan May (EMNLP, 2024)

Datasets for Multilingual Answer Sentence Selection. - Matteo Gabburo; Stefano Campese; Federico Agostini; Alessandro Moschitti (EMNLP (Findings), 2024)

Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning. - Hyundong Justin Cho; Karishma Sharma; Nicolaas Paul Jedema; Leonardo F. R. Ribeiro; Jonathan May; Alessandro Moschitti (NAACL (Findings), 2025)

Analyzing and Improving Coherence of Large Language Models in Question Answering. - Ivano Lauriola; Stefano Campese; Alessandro Moschitti (NAACL (Long Papers), 2025)

Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning. - Hyundong Cho; Karishma Sharma; Nicolaas Paul Jedema; Leonardo F. R. Ribeiro; Alessandro Moschitti; Ravi Krishnan; Jonathan May (CoRR, 2025)

Improving Document Retrieval Coherence for Semantically Equivalent Queries. - Stefano Campese; Alessandro Moschitti; Ivano Lauriola (CoRR, 2025)