Simone Filice

55 papers A* 10A 2Misc 1Journal 16Unranked 25
YearRankTypeTitle / Venue / Authors
2026 — conf
Redefining Retrieval Evaluation in the Era of LLMs.
EACL (Volume 1: Long Papers)
Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri
2025 — conf
Beyond Relevance: Quantifying Distraction of Irrelevant Passages in RAG.
IIR
Chen Amiraz, Florin Cuconasu, Simone Filice, Zohar S. Karnin
2025 A* conf
Do RAG Systems Really Suffer From Positional Bias?
EMNLP
Florin Cuconasu, Simone Filice, Guy Horowitz, Yoelle Maarek, Fabrizio Silvestri
2025 J jnl
Do RAG Systems Suffer From Positional Bias?
CoRR
Florin Cuconasu, Simone Filice, Guy Horowitz, Yoelle Maarek, Fabrizio Silvestri
2025 — conf
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering.
IJCNLP-AACL (long papers)
Simone Filice, Elad Haramaty, Guy Horowitz, Zohar S. Karnin, Liane Lewin-Eytan, Alex Shtoff
2025 J jnl
Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana.
CoRR
Simone Filice, Guy Horowitz, David Carmel, Zohar S. Karnin, Liane Lewin-Eytan, Yoelle Maarek
2025 — conf
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings.
ACL (6)
Simone Filice, Guy Horowitz, David Carmel, Zohar S. Karnin, Liane Lewin-Eytan, Yoelle Maarek
2025 J jnl
LiveRAG: A diverse Q&A dataset with varying difficulty level for RAG evaluation.
CoRR
David Carmel, Simone Filice, Guy Horowitz, Yoelle Maarek, Alex Shtoff, Oren Somekh, Ran Tavory
2025 J jnl
Redefining Retrieval Evaluation in the Era of LLMs.
CoRR
Giovanni Trappolini, Florin Cuconasu, Simone Filice, Yoelle Maarek, Fabrizio Silvestri
2025 J jnl
SIGIR 2025 - LiveRAG Challenge Report.
CoRR
David Carmel, Simone Filice, Guy Horowitz, Yoelle Maarek, Oren Somekh, Ran Tavory, Mehdi Ghissassi, Edo Liberty, Roy Miara
2025 — conf
The Distracting Effect: Understanding Irrelevant Passages in RAG.
ACL (1)
Chen Amiraz, Florin Cuconasu, Simone Filice, Zohar S. Karnin
2025 J jnl
The Distracting Effect: Understanding Irrelevant Passages in RAG.
CoRR
Chen Amiraz, Florin Cuconasu, Simone Filice, Zohar S. Karnin
2025 A* conf
The LiveRAG Challenge at SIGIR 2025.
SIGIR
David Carmel, Simone Filice, Guy Horowitz, Yoelle Maarek, Oren Somekh, Ran Tavory
2024 — conf
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data.
LREC/COLING
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
2024 J jnl
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data.
CoRR
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
2024 — conf
Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation.
IIR
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024 A* conf
The Power of Noise: Redefining Retrieval for RAG Systems.
SIGIR
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2024 J jnl
The Power of Noise: Redefining Retrieval for RAG Systems.
CoRR
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri
2023 J jnl
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks.
CoRR
Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko
2023 — conf
Faithful Low-Resource Data-to-Text Generation through Cycle Training.
ACL (1)
Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
2023 J jnl
Faithful Low-Resource Data-to-Text Generation through Cycle Training.
CoRR
Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
2023 J jnl
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks.
CoRR
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
2022 — conf
Learning to Generate Examples for Semantic Processing Tasks.
NAACL-HLT
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
2022 A* conf
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks.
KDD
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
2021 A* conf
Continual Learning for Named Entity Recognition.
AAAI
Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko
2021 — conf
Learning to Solve NLP Tasks in an Incremental Number of Languages.
ACL/IJCNLP (2)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2021 A conf
VoiSeR: A New Benchmark for Voice-Based Search Refinement.
EACL
Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko
2020 A* conf
Using Phoneme Representations to Build Predictive Models Robust to ASR Errors.
SIGIR
Anjie Fang, Simone Filice, Nut Limsopatham, Oleg Rokhlenko
2020 A* conf
Voice-based Reformulation of Community Answers.
WWW
Simone Filice, Nachshon Cohen, David Carmel
2019 J jnl
Global Thread-Level Inference for Comment Classification in Community Question Answering.
CoRR
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2019 J jnl
Making sense of kernel spaces in neural learning.
Comput. Speech Lang.
Danilo Croce, Simone Filice, Roberto Basili
2018 J jnl
Learning pairwise patterns in Community Question Answering.
Intelligenza Artificiale
Simone Filice, Alessandro Moschitti
2017 — conf
Deep Learning in Semantic Kernel Spaces.
ACL (1)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
2017 J jnl
Effective and scalable kernel-based language learning via stratified Nyström methods.
Intelligenza Artificiale
Danilo Croce, Simone Filice, Roberto Basili
2017 J jnl
KELP: a Kernel-based Learning Platform.
J. Mach. Learn. Res.
Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili
2017 — conf
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering.
SemEval@ACL
Simone Filice, Giovanni Da San Martino, Alessandro Moschitti
2017 — conf
On the Impact of Linguistic Information in Kernel-Based Deep Architectures.
AI*IA
Danilo Croce, Simone Filice, Roberto Basili
2017 A* conf
On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments.
SIGIR
Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Alessandro Moschitti
2016 — conf
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers.
SemEval@NAACL-HLT
Simone Filice, Danilo Croce, Alessandro Moschitti, Roberto Basili
2016 — conf
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification.
HLT-NAACL
Simone Filice, Alessandro Moschitti
2016 — conf
Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering.
CLiC-it/EVALITA
Danilo Croce, Simone Filice, Roberto Basili
2015 A* conf
A Stratified Strategy for Efficient Kernel-Based Learning.
AAAI
Simone Filice, Danilo Croce, Roberto Basili
2015 — ch.
Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning.
Italian Natural Language Processing within the PARLI Project
Danilo Croce, Simone Filice, Roberto Basili
2015 A* conf
Global Thread-level Inference for Comment Classification in Community Question Answering.
EMNLP
Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2015 — conf
KeLP: a Kernel-based Learning Platform for Natural Language Processing.
ACL (System Demonstrations)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2015 — conf
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English.
SemEval@NAACL-HLT
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
2015 — conf
Structural Representations for Learning Relations between Pairs of Texts.
ACL (1)
Simone Filice, Giovanni Da San Martino, Alessandro Moschitti
2015 — conf
Thread-Level Information for Comment Classification in Community Question Answering.
ACL (2)
Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti
2014 A conf
Effective Kernelized Online Learning in Language Processing Tasks.
ECIR
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2014 — conf
UNITOR: Aspect Based Sentiment Analysis with Structured Learning.
SemEval@COLING
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2013 Misc conf
A Robust Machine Learning Approach for Signal Separation and Classification.
IbPRIA
Simone Filice, Danilo Croce, Roberto Basili
2013 — conf
Linear Online Learning over Structured Data with Distributed Tree Kernels.
ICMLA (1)
Simone Filice, Danilo Croce, Roberto Basili, Fabio Massimo Zanzotto
2013 — conf
Robust Language Learning via Efficient Budgeted Online Algorithms.
ICDM Workshops
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2013 — conf
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis.
SemEval@NAACL-HLT
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2012 — conf
Distributional Models and Lexical Semantics in Convolution Kernels.
CICLing (1)
Danilo Croce, Simone Filice, Roberto Basili