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2020 – today

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2024
[c31]
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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: 6017-6023
[c30]
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Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri:
Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation. IIR 2024: 95-98
[c29]
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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: 719-729
[i6]
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  - journals/corr/abs-2401-14887
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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 abs/2401.14887 (2024)
[i5]
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  - journals/corr/abs-2404-02422
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Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi:
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. CoRR abs/2404.02422 (2024)
2023
[c28]
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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: 2847-2867
[i4]
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  - journals/corr/abs-2302-11074
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Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko:
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. CoRR abs/2302.11074 (2023)
[i3]
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Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko:
Faithful Low-Resource Data-to-Text Generation through Cycle Training. CoRR abs/2305.14793 (2023)
[i2]
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  - journals/corr/abs-2311-12534
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Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko:
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks. CoRR abs/2311.12534 (2023)
2022
[c27]
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Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko:
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. KDD 2022: 3137-3145
[c26]
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  - conf/naacl/CroceFC022
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Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili:
Learning to Generate Examples for Semantic Processing Tasks. NAACL-HLT 2022: 4587-4601
2021
[c25]
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Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko:
Continual Learning for Named Entity Recognition. AAAI 2021: 13570-13577
[c24]
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Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
Learning to Solve NLP Tasks in an Incremental Number of Languages. ACL/IJCNLP (2) 2021: 837-847
[c23]
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Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko:
VoiSeR: A New Benchmark for Voice-Based Search Refinement. EACL 2021: 2321-2329
2020
[c22]
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  - conf/sigir/FangFLR20
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Anjie Fang, Simone Filice, Nut Limsopatham, Oleg Rokhlenko:
Using Phoneme Representations to Build Predictive Models Robust to ASR Errors. SIGIR 2020: 699-708
[c21]
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Simone Filice, Nachshon Cohen, David Carmel:
Voice-based Reformulation of Community Answers. WWW 2020: 2885-2891

2010 – 2019

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2019
[j4]
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Danilo Croce, Simone Filice, Roberto Basili:
Making sense of kernel spaces in neural learning. Comput. Speech Lang. 58: 51-75 (2019)
[i1]
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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 abs/1911.08755 (2019)
2018
[j3]
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Simone Filice, Alessandro Moschitti:
Learning pairwise patterns in Community Question Answering. Intelligenza Artificiale 12(2): 49-65 (2018)
2017
[j2]
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Danilo Croce, Simone Filice, Roberto Basili:
Effective and scalable kernel-based language learning via stratified Nyström methods. Intelligenza Artificiale 11(2): 93-116 (2017)
[j1]
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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: 191:1-191:5 (2017)
[c20]
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Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili:
Deep Learning in Semantic Kernel Spaces. ACL (1) 2017: 345-354
[c19]
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Danilo Croce, Simone Filice, Roberto Basili:
On the Impact of Linguistic Information in Kernel-Based Deep Architectures. AI*IA 2017: 359-371
[c18]
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Simone Filice, Giovanni Da San Martino, Alessandro Moschitti:
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering. SemEval@ACL 2017: 326-333
[c17]
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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: 1209-1212
2016
[c16]
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Danilo Croce, Simone Filice, Roberto Basili:
Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering. CLiC-it/EVALITA 2016
[c15]
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Simone Filice, Alessandro Moschitti:
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification. HLT-NAACL 2016: 1109-1114
[c14]
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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: 1116-1123
2015
[c13]
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Simone Filice, Danilo Croce, Roberto Basili:
A Stratified Strategy for Efficient Kernel-Based Learning. AAAI 2015: 2239-2245
[c12]
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Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili:
KeLP: a Kernel-based Learning Platform for Natural Language Processing. ACL (System Demonstrations) 2015: 19-24
[c11]
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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: 687-693
[c10]
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Simone Filice, Giovanni Da San Martino, Alessandro Moschitti:
Structural Representations for Learning Relations between Pairs of Texts. ACL (1) 2015: 1003-1013
[c9]
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  - conf/emnlp/JotyBMFMMN15
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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: 573-578
[c8]
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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: 203-209
[p1]
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Danilo Croce, Simone Filice, Roberto Basili:
Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning. Italian Natural Language Processing within the PARLI Project 2015: 115-134
2014
[c7]
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  - conf/ecir/FiliceCCB14
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Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili:
Effective Kernelized Online Learning in Language Processing Tasks. ECIR 2014: 347-358
[c6]
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  - conf/semeval/CastellucciFCB14
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Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval@COLING 2014: 761-767
2013
[c5]
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  - conf/ibpria/FiliceCB13
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Simone Filice, Danilo Croce, Roberto Basili:
A Robust Machine Learning Approach for Signal Separation and Classification. IbPRIA 2013: 749-757
[c4]
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  - conf/icdm/FiliceCCB13
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Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili:
Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops 2013: 913-920
[c3]
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  - conf/icmla/FiliceCBZ13
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Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto:
Linear Online Learning over Structured Data with Distributed Tree Kernels. ICMLA (1) 2013: 123-128
[c2]
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Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. SemEval@NAACL-HLT 2013: 369-374
2012
[c1]
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  - conf/cicling/CroceFB12
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Danilo Croce, Simone Filice, Roberto Basili:
Distributional Models and Lexical Semantics in Convolution Kernels. CICLing (1) 2012: 336-348

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