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Simone Filice

29 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (39)
πŸƒ Academic Marathon (12) 🧬 Topic Evolution 🀝 Dynamic Duo (13) πŸ—ƒοΈ Keyword Collector (76) ❓ The Questioner ⚑ Prolific Year (6) πŸ’Ž Century Club (28) πŸ”₯ Unstoppable (6)

Conferences

ACL (8) IJCNLP (5) SEMEVAL (5) NAACL (3) EACL (2) EMNLP (2) AAAI (1) AACL (1) COLING (1) JMLR (1)

Top co-authors

Giuseppe Castellucci (13) Alessandro Moschitti (10) Roberto Basili (10) Danilo Croce (10) Giovanni Da San Martino (8) Oleg Rokhlenko (5) Zohar Karnin (4) Shafiq Joty (4) Preslav Nakov (4) Lluis Marquez (4)

Keywords

question answering (5) retrieval-augmented generation (4) continual learning (3) retrieval augmented generation (3) benchmark evaluation (2) catastrophic forgetting (2) synthetic data generation (2) multilingual model (2) large language model (2) kernel methods (2) teacher-student framework (2) information retrieval (2) distracting passage (2) in-context learning (1) data augmentation (1) few-shot learning (1) natural language inference (1) knowledge distillation (1) unsupervised learning (1) uncertainty quantification (1)

Papers

Redefining Retrieval Evaluation in the Era of LLMs EACL 2026 Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025 Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025 Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025 Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025 Generate but Verify: Answering with Faithfulness in RAG-based Question Answering AACL 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 Learning to Solve NLP Tasks in an Incremental Number of Languages IJCNLP 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 Thread-Level Information for Comment Classification in Community Question Answering ACL 2015 QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English SEMEVAL 2015 Global Thread-level Inference for Comment Classification in Community Question Answering EMNLP 2015 Thread-Level Information for Comment Classification in Community Question Answering IJCNLP 2015 KeLP: a Kernel-based Learning Platform for Natural Language Processing IJCNLP 2015 Structural Representations for Learning Relations between Pairs of Texts ACL 2015 KeLP: a Kernel-based Learning Platform for Natural Language Processing ACL 2015 Structural Representations for Learning Relations between Pairs of Texts IJCNLP 2015 UNITOR: Aspect Based Sentiment Analysis with Structured Learning SEMEVAL 2014 UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis SEMEVAL 2013