Simone Filice
24 papers · 2013–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π€ Dynamic Duo (11)
π€
Dynamic Duo
(11)
ποΈ
Keyword Collector
(72)
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(11)
Natural Language Processing
(11)
Applications
(9)
Artificial Intelligence
(8)
Core AI
(7)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(2)
Understanding
(2)
Architectures
(1)
Learning Paradigms
(1)
Keywords
retrieval-augmented generation
(5)
question answering
(4)
large language model
(2)
kernel methods
(2)
continual learning
(2)
synthetic data generation
(2)
information retrieval
(2)
distracting passage
(2)
benchmark evaluation
(2)
online learning
(1)
data augmentation
(1)
natural language inference
(1)
in-context learning
(1)
semantic processing
(1)
few-shot learning
(1)
knowledge distillation
(1)
uncertainty quantification
(1)
text generation
(1)
named entity recognition
(1)
text classification
(1)
Papers
Redefining Retrieval Evaluation in the Era of LLMs
EACL 2026
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
NAACL 2025
Do RAG Systems Really Suffer From Positional Bias?
EMNLP 2025
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering
IJCNLP 2025
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings
ACL 2025
The Distracting Effect: Understanding Irrelevant Passages in RAG
ACL 2025
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
COLING 2024
Faithful Low-Resource Data-to-Text Generation through Cycle Training
ACL 2023
Learning to Generate Examples for Semantic Processing Tasks
NAACL 2022
Continual Learning for Named Entity Recognition
AAAI 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages
ACL 2021
VoiSeR: A New Benchmark for Voice-Based Search Refinement
EACL 2021
KELP: a Kernel-based Learning Platform
JMLR 2018
Deep Learning in Semantic Kernel Spaces
ACL 2017
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering
SemEval 2017
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers
SemEval 2016
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification
NAACL 2016
Global Thread-level Inference for Comment Classification in Community Question Answering
EMNLP 2015
KeLP: a Kernel-based Learning Platform for Natural Language Processing
ACL 2015
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English
SemEval 2015
Structural Representations for Learning Relations between Pairs of Texts
ACL 2015
Thread-Level Information for Comment Classification in Community Question Answering
ACL 2015
UNITOR: Aspect Based Sentiment Analysis with Structured Learning
SemEval 2014
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis
SemEval 2013