2022

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WDRASS: A Web-scale Dataset for Document Retrieval and Answer Sentence Selection
Zeyu Zhang | Thuy Vu | Sunil Gandhi | Ankit Chadha | Alessandro Moschitti
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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Machine Translation Customization via Automatic Training Data Selection from the Web
Thuy Vu | Alessandro Moschitti
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

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Answer Sentence Selection Using Local and Global Context in Transformer Models
Ivano Lauriola | Alessandro Moschitti
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

2020

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Reranking for Efficient Transformer-based Answer Selection
Yoshitomo Matsubara | Thuy Vu | Alessandro Moschitti
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems
Kateryna Tymoshenko | Alessandro Moschitti
2019 Volume 37 Issue 1

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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
2019 Volume 56 Issue 2

2017

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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
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Cross-Language Question Re-Ranking
Giovanni Da San Martino | Salvatore Romeo | Alberto Barrón-Cedeño | Shafiq R. Joty | Lluís Màrquez | Alessandro Moschitti | Preslav Nakov
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Autonomous Crowdsourcing through Human-Machine Collaborative Learning
Azad Abad | Moin Nabi | Alessandro Moschitti
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Accurate Sentence Matching with Hybrid Siamese Networks
Massimo Nicosia | Alessandro Moschitti
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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A Multiple-Instance Learning Approach to Sentence Selection for Question Ranking
Salvatore Romeo | Giovanni Da San Martino | Alberto Barrón-Cedeño | Alessandro Moschitti
Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings

2016

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Multi-lingual opinion mining on YouTube
Aliaksei Severyn | Alessandro Moschitti | Olga Uryupina | Barbara Plank | Katja Filippova
2016 Volume 52 Issue 1

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Crossword Puzzle Resolution in Italian using Distributional Models for Clue Similarity
Massimo Nicosia | Alessandro Moschitti
Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016

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SIGIR 2016 Workshop WebQA II: Web Question Answering Beyond Factoids
Alessandro Moschitti | Lluís Màrquez | Preslav Nakov | Eugene Agichtein | Charles L. A. Clarke | Idan Szpektor
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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Learning to Rank Non-Factoid Answers: Comment Selection in Web Forums
Kateryna Tymoshenko | Daniele Bonadiman | Alessandro Moschitti
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

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Learning to Re-Rank Questions in Community Question Answering Using Advanced Features
Giovanni Da San Martino | Alberto Barrón-Cedeño | Salvatore Romeo | Antonio Uva | Alessandro Moschitti
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

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Distant Supervision for Relation Extraction Using Tree Kernels
Azad Abad | Alessandro Moschitti
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

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Automatic Feature Engineering for Italian Question Answering Systems
Antonio E. Uva | Alessandro Moschitti
Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015

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Twitter Sentiment Analysis with Deep Convolutional Neural Networks
Aliaksei Severyn | Alessandro Moschitti
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks
Aliaksei Severyn | Alessandro Moschitti
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Assessing the Impact of Syntactic and Semantic Structures for Answer Passages Reranking
Kateryna Tymoshenko | Alessandro Moschitti
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Learning to Rank Aggregated Answers for Crossword Puzzles
Massimo Nicosia | Gianni Barlacchi | Alessandro Moschitti
Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

2014

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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 | Paul H. Lewis | Jonathon S. Hare | Alessandro Moschitti
2014 Volume 3 Issue 2

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Semantic Matching using Kernel Methods
Alessandro Moschitti
Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, SMIR@SIGIR 2014, Queensland, Australia, July 11, 2014

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Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, SMIR@SIGIR 2014, Queensland, Australia, July 11, 2014

Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, SMIR@SIGIR 2014, Queensland, Australia, July 11, 2014

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SIGIR 2014 workshop on semantic matching in information retrieval
Julio Gonzalo | Hang Li | Alessandro Moschitti | Jun Xu
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

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A syntax-aware re-ranker for microblog retrieval
Aliaksei Severyn | Alessandro Moschitti | Manos Tsagkias | Richard Berendsen | Maarten de Rijke
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2013

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Kernel-based learning to rank with syntactic and semantic structures
Alessandro Moschitti
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

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Building structures from classifiers for passage reranking
Aliaksei Severyn | Massimo Nicosia | Alessandro Moschitti
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

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Incremental Reranking for Hierarchical Text Classification
Qi Ju | Alessandro Moschitti
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

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Learning to Rank from Structures in Hierarchical Text Classification
Qi Ju | Alessandro Moschitti | Richard Johansson
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

2012

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Hierarchical Text Classification for Supporting Educational Programs
Qi Ju | Chiara Ravagni | Alessandro Moschitti | Giampiero Vaschetto
Proceedings of the 3rd Italian Information Retrieval Workshop, Bari, Italy, January 26-27, 2012

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Structural relationships for large-scale learning of answer re-ranking
Aliaksei Severyn | Alessandro Moschitti
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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Labeling by landscaping: classifying tokens in context by pruning and decorating trees
Siddharth Patwardhan | Branimir Boguraev | Apoorv Agarwal | Alessandro Moschitti | Jennifer Chu-Carroll
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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Linguistic kernels for answer re-ranking in question answering systems
Alessandro Moschitti | Silvia Quarteroni
2011 Volume 47 Issue 6

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Semantic convolution kernels over dependency trees: smoothed partial tree kernel
Danilo Croce | Alessandro Moschitti | Roberto Basili
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2008

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Kernel methods, syntax and semantics for relational text categorization
Alessandro Moschitti
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2007

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Audio Feature Engineering for Automatic Music Genre Classification
Paolo Annesi | Roberto Basili | Raffaele Gitto | Alessandro Moschitti | Riccardo Petitti
Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30 - June 1, 2007. Proceedings, CD-ROM

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Structure and semantics for expressive text kernels
Stephan Bloehdorn | Alessandro Moschitti
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 6-10, 2007

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Combined Syntactic and Semantic Kernels for Text Classification
Stephan Bloehdorn | Alessandro Moschitti
Advances in Information Retrieval, 29th European Conference on IR Research, ECIR 2007, Rome, Italy, April 2-5, 2007, Proceedings

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Advanced Structural Representations for Question Classification and Answer Re-ranking
Silvia Quarteroni | Alessandro Moschitti | Suresh Manandhar | Roberto Basili
Advances in Information Retrieval, 29th European Conference on IR Research, ECIR 2007, Rome, Italy, April 2-5, 2007, Proceedings

2006

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Experimenting a "General Purpose" Textual Entailment Learner in AVE
Fabio Massimo Zanzotto | Alessandro Moschitti
Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), Alicante, Spain, September 20-22, 2006

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Experimenting a "General Purpose" Textual Entailment Learner in AVE
Fabio Massimo Zanzotto | Alessandro Moschitti
Evaluation of Multilingual and Multi-modal Information Retrieval, 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Alicante, Spain, September 20-22, 2006, Revised Selected Papers

2004

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Complex Linguistic Features for Text Classification: A Comprehensive Study
Alessandro Moschitti | Roberto Basili
Advances in Information Retrieval, 26th European Conference on IR Research, ECIR 2004, Sunderland, UK, April 5-7, 2004, Proceedings

2003

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A Study on Optimal Parameter Tuning for Rocchio Text Classifier
Alessandro Moschitti
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

2000

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Language sensitive text classification
Roberto Basili | Alessandro Moschitti | Maria Teresa Pazienza
Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2000, 6th International Conference, College de France, France, April 12-14, 2000. Proceedings

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