Gabriele Pergola

28 papers · 2019–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (58) 🧭 Keyword Pioneer 🤝 Dynamic Duo (22) 🧬 Topic Evolution ⚡ Prolific Year (5) 💎 Century Club (27) 🔥 Unstoppable (7) 🗃️ Keyword Collector (132)

Conferences

EMNLP (7) EACL (6) ACL (5) NAACL (5) IJCNLP (3) AAAI (1) COLING (1)

Top co-authors

Yulan He (23) Lin Gui (11) Xingwei Tan (7) Zhaoyue Sun (5) Lixing Zhu (4) Junru Lu (3) Jiazheng Li (3) Chen Lyu (3) Byron Wallace (3) Yu Zhou (2)

Keywords

information extraction (4) variational autoencoder (4) commonsense knowledge (4) large language model (4) text classification (3) text generation (3) data augmentation (3) neural topic model (3) adversarial example (2) opinion mining (2) semantic similarity (2) topic coherence (2) position bia (2) stance detection (2) text simplification (2) question answering (2) sentiment analysis (2) topic modeling (2) reinforcement learning (2) named entity recognition (2)

Papers

Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction EACL 2026

ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025

Explaining Matters: Leveraging Definitions and Semantic Expansion for Sexism Detection ACL 2025

IntrEx: A Dataset for Modeling Engagement in Educational Conversations EMNLP 2025

Cascading Large Language Models for Salient Event Graph Generation NAACL 2025

SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations NAACL 2025

Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024

Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study EACL 2024

Society of Medical Simplifiers EMNLP 2024

SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score EMNLP 2024

DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information ACL 2024

Event Temporal Relation Extraction with Bayesian Translational Model EACL 2023

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization EACL 2023

Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions ACL 2023

Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL 2022

PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation EMNLP 2022

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction ACL 2021

Extracting Event Temporal Relations via Hyperbolic Geometry EMNLP 2021

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection ACL 2021

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection IJCNLP 2021

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction IJCNLP 2021

A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews NAACL 2021

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021

Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews EACL 2021

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering COLING 2020

Neural Topic Model with Reinforcement Learning EMNLP 2019

Neural Topic Model with Reinforcement Learning IJCNLP 2019