Simone Filice

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Natural Language

Learning Platform

Question Answer

Top Venues

SemEval@NAACL-HLT

Publications

Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. LREC/COLING (2024)
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. CoRR (2024)
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
The Power of Noise: Redefining Retrieval for RAG Systems. CoRR (2024)
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
The Power of Noise: Redefining Retrieval for RAG Systems. SIGIR (2024)
Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks. CoRR (2023)
Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Faithful Low-Resource Data-to-Text Generation through Cycle Training. ACL (1) (2023)
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. CoRR (2023)
Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Faithful Low-Resource Data-to-Text Generation through Cycle Training. CoRR (2023)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
Learning to Generate Examples for Semantic Processing Tasks. NAACL-HLT (2022)
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. KDD (2022)
Simone Filice, Giuseppe Castellucci, Marcus Collins, Eugene Agichtein, Oleg Rokhlenko
VoiSeR: A New Benchmark for Voice-Based Search Refinement. EACL (2021)
Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko
Continual Learning for Named Entity Recognition. AAAI (2021)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
Learning to Solve NLP Tasks in an Incremental Number of Languages. ACL/IJCNLP (2) (2021)
Simone Filice, Nachshon Cohen, David Carmel
Voice-based Reformulation of Community Answers. WWW (2020)
Anjie Fang, Simone Filice, Nut Limsopatham, Oleg Rokhlenko
Using Phoneme Representations to Build Predictive Models Robust to ASR Errors. SIGIR (2020)
Danilo Croce, Simone Filice, Roberto Basili
Making sense of kernel spaces in neural learning. Comput. Speech Lang. 58 (2019)
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
Global Thread-Level Inference for Comment Classification in Community Question Answering. CoRR (2019)
Simone Filice, Alessandro Moschitti
Learning pairwise patterns in Community Question Answering. Intelligenza Artificiale 12 (2) (2018)
Simone Filice, Giovanni Da San Martino, Alessandro Moschitti
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering. SemEval@ACL (2017)
Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili
KELP: a Kernel-based Learning Platform. J. Mach. Learn. Res. 18 (2017)
Danilo Croce, Simone Filice, Roberto Basili
On the Impact of Linguistic Information in Kernel-Based Deep Architectures. AI*IA (2017)
Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Alessandro Moschitti
On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments. SIGIR (2017)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
Deep Learning in Semantic Kernel Spaces. ACL (1) (2017)
Danilo Croce, Simone Filice, Roberto Basili
Effective and scalable kernel-based language learning via stratified Nyström methods. Intelligenza Artificiale 11 (2) (2017)
Danilo Croce, Simone Filice, Roberto Basili
Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering. CLiC-it/EVALITA (2016)
Simone Filice, Alessandro Moschitti
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification. HLT-NAACL (2016)
Simone Filice, Danilo Croce, Alessandro Moschitti, Roberto Basili
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. SemEval@NAACL-HLT (2016)
Simone Filice, Giovanni Da San Martino, Alessandro Moschitti
Structural Representations for Learning Relations between Pairs of Texts. ACL (1) (2015)
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
Global Thread-level Inference for Comment Classification in Community Question Answering. EMNLP (2015)
Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, Iman Saleh, Hamdy Mubarak, Wei Gao, Preslav Nakov, Giovanni Da San Martino, Alessandro Moschitti, Kareem Darwish, Lluís Màrquez, Shafiq R. Joty, Walid Magdy
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English. SemEval@NAACL-HLT (2015)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
KeLP: a Kernel-based Learning Platform for Natural Language Processing. ACL (System Demonstrations) (2015)
Simone Filice, Danilo Croce, Roberto Basili
A Stratified Strategy for Efficient Kernel-Based Learning. AAAI (2015)
Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti
Thread-Level Information for Comment Classification in Community Question Answering. ACL (2) (2015)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval@COLING (2014)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Effective Kernelized Online Learning in Language Processing Tasks. ECIR (2014)
Simone Filice, Danilo Croce, Roberto Basili
A Robust Machine Learning Approach for Signal Separation and Classification. IbPRIA (2013)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops (2013)
Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) (2013)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. SemEval@NAACL-HLT (2013)
Danilo Croce, Simone Filice, Roberto Basili
Distributional Models and Lexical Semantics in Convolution Kernels. CICLing (1) (2012)