Pergola, Gabriele
- MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
2023/08/16 by Junru Lu, Siyu An, Lu, Junru +13 · 23 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
2022/10/22 by Zhaoyue Sun, Jiazheng Li, Sun, Zhaoyue +12 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Pharmacovigilance and Adverse Drug Reactions
- Extracting Event Temporal Relations via Hyperbolic Geometry
2021/09/12 by Xingwei Tan, Tan, Xingwei, Gabriele Pergola +3 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
2021/06/02 by Lixing Zhu, Zhu, Lixing, Gabriele Pergola +7 · 3 citations
Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques
- Event Temporal Relation Extraction with Bayesian Translational Model
2023/02/10 by Xingwei Tan, Gabriele Pergola, Tan, Xingwei +3 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Topic Modeling
- Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study
2024/02/24 by Sun, Zhaoyue, Pergola, Gabriele, Wallace, Byron C. +1 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation
2024/04/01 by Xingwei Tan, Tan, Xingwei, Yuxiang Zhou +5 · 3 citations
Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR)
- Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies
2021/02/16 by Pergola, Gabriele, Kochkina, Elena, Gui, Lin +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Cascading Large Language Models for Salient Event Graph Generation
2024/06/26 by Xingwei Tan, Yuxiang Zhou, Tan, Xingwei +5 · 3 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #Topic Modeling
- Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering
2023/05/08 by Junru Lu, Lu, Junru, Gabriele Pergola +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation
2022/10/24 by Junru Lu, Xingwei Tan, Lu, Junru +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score
2024/10/12 by Chen Lyu, Gabriele Pergola, Lyu, Chen +1 · 1 voice · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
- ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
2024/09/09 by Zhaoyue Sun, Sun, Zhaoyue, Jiazheng Li +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Topic Modeling