A stratified strategy for efficient Kernel-based learning

Roberto Basili , Simone Filice , Danilo Croce
national conference on artificial intelligence 3 2239 -2245

3
2015
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis

Roberto Basili , Simone Filice , Giuseppe Castellucci , Danilo Croce
joint conference on lexical and computational semantics 2 369 -374

9
2013
KELP: a Kernel-based Learning Platform

Roberto Basili , Simone Filice , Giuseppe Castellucci , Giovanni Da San Martino
Journal of Machine Learning Research 18 ( 191) 1 -5

34
2018
Continual learning for named entity recognition

Simone Filice , Giuseppe Castellucci , Oleg Rokhlenko , Natawut Monaikul

24
2021
VoiSeR: A new benchmark for voice-based search refinement

Simone Filice , Giuseppe Castellucci , Eugene Agichtein , Oleg Rokhlenko
conference of the european chapter of the association for computational linguistics 2321 -2329

2021
Using Phoneme Representations to Build Predictive Models Robust to ASR Errors

Anjie Fang , Simone Filice , Nut Limsopatham , Oleg Rokhlenko
international acm sigir conference on research and development in information retrieval 699 -708

1
2020
Effective Kernelized Online Learning in Language Processing Tasks

Simone Filice , Giuseppe Castellucci , Danilo Croce , Roberto Basili
Lecture Notes in Computer Science 8416 347 -358

6
2014
Robust Language Learning via Efficient Budgeted Online Algorithms

Simone Filice , Giuseppe Castellucci , Danilo Croce , Roberto Basili
international conference on data mining 913 -920

1
2013
Structural Representations for Learning Relations between Pairs of Texts

Simone Filice , Giovanni Da San Martino , Alessandro Moschitti
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) 1 1003 -1013

42
2015
Thread-Level Information for Comment Classification in Community Question Answering

Alberto Barrón-Cedeño , Simone Filice , Giovanni Da San Martino , Shafiq Joty
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) 2 687 -693

27
2015
KeLP: a Kernel-based Learning Platform for Natural Language Processing

Simone Filice , Giuseppe Castellucci , Danilo Croce , Roberto Basili
Proceedings of ACL-IJCNLP 2015 System Demonstrations 19 -24

39
2015
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
international acm sigir conference on research and development in information retrieval 1209 -1212

2
2017
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers

Simone Filice , Danilo Croce , Alessandro Moschitti , Roberto Basili
north american chapter of the association for computational linguistics 1116 -1123

72
2016
Deep learning in semantic kernel spaces

Danilo Croce , Simone Filice , Giuseppe Castellucci , Roberto Basili
meeting of the association for computational linguistics 1 345 -354

20
2017
On the Impact of Linguistic Information in Kernel-Based Deep Architectures

Danilo Croce , Simone Filice , Roberto Basili
Conference of the Italian Association for Artificial Intelligence 359 -371

2
2017
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification

Simone Filice , Alessandro Moschitti
north american chapter of the association for computational linguistics 1109 -1114

1
2016
Distributional models and lexical semantics in convolution kernels

Danilo Croce , Simone Filice , Roberto Basili
international conference on computational linguistics 7181 336 -348

2
2012
Voice-based Reformulation of Community Answers

Simone Filice , Nachshon Cohen , David Carmel
the web conference 2885 -2891

1
2020
Effective and scalable kernel-based language learning via stratified Nyström methods

Danilo Croce , Simone Filice , Roberto Basili
Intelligenza Artificiale 11 ( 2) 93 -116

2017
A Robust Machine Learning Approach for Signal Separation and Classification

Simone Filice , Danilo Croce , Roberto Basili
Pattern Recognition and Image Analysis 7887 749 -757

2013