Simone Filice

According to our database1, Simone Filice authored at least 35 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
The Power of Noise: Redefining Retrieval for RAG Systems.
CoRR, 2024

2023
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks.
CoRR, 2023

Faithful Low-Resource Data-to-Text Generation through Cycle Training.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Learning to Generate Examples for Semantic Processing Tasks.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
VoiSeR: A New Benchmark for Voice-Based Search Refinement.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning to Solve NLP Tasks in an Incremental Number of Languages.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Continual Learning for Named Entity Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Voice-based Reformulation of Community Answers.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Using Phoneme Representations to Build Predictive Models Robust to ASR Errors.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019
Making sense of kernel spaces in neural learning.
Comput. Speech Lang., 2019

2018
Learning pairwise patterns in Community Question Answering.
Intelligenza Artificiale, 2018

2017
KELP: a Kernel-based Learning Platform.
J. Mach. Learn. Res., 2017

Effective and scalable kernel-based language learning via stratified Nyström methods.
Intelligenza Artificiale, 2017

On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

On the Impact of Linguistic Information in Kernel-Based Deep Architectures.
Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

Deep Learning in Semantic Kernel Spaces.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Learning to Recognize Ancillary Information for Automatic Paraphrase Identification.
Proceedings of the NAACL HLT 2016, 2016

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

2015
Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning.
Proceedings of the Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project, 2015

QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Global Thread-level Inference for Comment Classification in Community Question Answering.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Structural Representations for Learning Relations between Pairs of Texts.
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

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

Thread-Level Information for Comment Classification in Community Question Answering.
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.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
UNITOR: Aspect Based Sentiment Analysis with Structured Learning.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Effective Kernelized Online Learning in Language Processing Tasks.
Proceedings of the Advances in Information Retrieval, 2014

2013
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Linear Online Learning over Structured Data with Distributed Tree Kernels.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Robust Language Learning via Efficient Budgeted Online Algorithms.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A Robust Machine Learning Approach for Signal Separation and Classification.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Distributional Models and Lexical Semantics in Convolution Kernels.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012


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