Sotabase

Career

· Associate Professor, Alma Mater Studiorum – Università di Bologna2019–
· Postdoctoral Researcher, University of Potsdam2018–2019
· Postdoctoral Researcher, UFZ Helmholtz Centre for Environmental Research2014–2017
· Postdoctoral Researcher, University of Potsdam2010–2014
· Scientific Collaborations, Università degli Studi di Milano2007–2010
· Doctor of Philosophy (PhD) in Agricultural Engineering, Università degli Studi di Milano2004–2007
· Degree in Environmental sciences, Università degli Studi di Milano1998–2004

Publications (30)

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
Annual Meeting of the Association for Computational Linguistics · 2021
168
cited
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
arXiv.org · 2023
67
cited
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis
Information Processing & Management · 2019
61
cited
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
Conference on Empirical Methods in Natural Language Processing · 2022
54
cited
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction
Annual Meeting of the Association for Computational Linguistics · 2021
52
cited
Neural Topic Model with Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing · 2019
43
cited
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies
Conference of the European Chapter of the Association for Computational Linguistics · 2021
33
cited
Extracting Event Temporal Relations via Hyperbolic Geometry
Conference on Empirical Methods in Natural Language Processing · 2021
28
cited
NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization
Findings · 2023
27
cited
Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study
Conference of the European Chapter of the Association for Computational Linguistics · 2024
23
cited
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews
North American Chapter of the Association for Computational Linguistics · 2020
21
cited
Event Temporal Relation Extraction with Bayesian Translational Model
Conference of the European Chapter of the Association for Computational Linguistics · 2023
16
cited
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation
Conference on Empirical Methods in Natural Language Processing · 2022
12
cited
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation
North American Chapter of the Association for Computational Linguistics · 2024
11
cited
Cascading Large Language Models for Salient Event Graph Generation
North American Chapter of the Association for Computational Linguistics · 2024
9
cited
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering
International Conference on Computational Linguistics · 2020
8
cited
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media
North American Chapter of the Association for Computational Linguistics · 2022
8
cited
Gl-learning: an optimized framework for grammatical inference
International Conference on Computer Systems and Technologies · 2016
5
cited
Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context
AAAI Workshops · 2017
5
cited
Detecting Similarities in Mobility Patterns
Starting AI Researchers' Symposium · 2016
4
cited
Sotabase
Gabriele Pergola | Researcher Profile | Sotabase | Sotabase