Aldo Lipani

Aldo Lipani

University College London

H-index: 21

Europe-United Kingdom

About Aldo Lipani

Aldo Lipani, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at University College London, specializes in the field of AI, LLM, Information Retrieval, Natural Language Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Self contrastive learning for session-based recommendation

Natural Language User Profiles for Transparent and Scrutable Recommendations

Fallen apple detection as an auxiliary task: Boosting robotic apple detection performance through multi-task learning

Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?

Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part IV

Building and Evaluating a WebApp for Effortless Deep Learning Model Deployment

DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning

Rethink the Effectiveness of Text Data Augmentation: An Empirical Analysis

Aldo Lipani Information

University

Position

Assistant Professor at

Citations(all)

1342

Citations(since 2020)

1224

Cited By

341

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

37

i10Index(since 2020)

31

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Aldo Lipani Skills & Research Interests

AI

LLM

Information Retrieval

Natural Language Processing

Machine Learning

Top articles of Aldo Lipani

Title

Journal

Author(s)

Publication Date

Self contrastive learning for session-based recommendation

Zhengxiang Shi

Xi Wang

Aldo Lipani

2024

Natural Language User Profiles for Transparent and Scrutable Recommendations

Jerome Ramos

Hossein A. Rahmani

Xi Wang

Xiao Fu

Aldo Lipani

2024

Fallen apple detection as an auxiliary task: Boosting robotic apple detection performance through multi-task learning

Smart Agricultural Technology

Jiayi Zhao

Aldo Lipani

Calogero Schillaci

2024/8/1

Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text?

arXiv preprint arXiv:2404.04169

Ilya Ilyankou

Aldo Lipani

Stefano Cavazzi

Xiaowei Gao

James Haworth

2024/4/5

Advances in Information Retrieval: 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24–28, 2024, Proceedings, Part IV

Nazli Goharian

2024/3/24

Building and Evaluating a WebApp for Effortless Deep Learning Model Deployment

Ruikun Wu

Jiaxuan Han

Jerome Ramos

Aldo Lipani

2024/3/23

DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning

arXiv preprint arXiv:2309.05173

Zhengxiang Shi

Aldo Lipani

2023/9/11

Rethink the Effectiveness of Text Data Augmentation: An Empirical Analysis

arXiv preprint arXiv:2306.07664

Zhengxiang Shi

Aldo Lipani

2023/6/13

An analysis of work saved over sampling in the evaluation of automated citation screening in systematic literature reviews

Intelligent Systems with Applications

Wojciech Kusa

Aldo Lipani

Petr Knoth

Allan Hanbury

2023/5/1

Climate and environmental data contribute to the prediction of grain commodity prices using deep learning

Journal of Sustainable Agriculture and Environment

Zilin Wang

Niamh French

Thomas James

Calogero Schillaci

Faith Chan

...

2023/9

A Survey on Asking Clarification Questions Datasets in Conversational Systems

Hossein A. Rahmani

Xi Wang

Yue Feng

Qiang Zhang

Emine Yilmaz

...

2023

Application of Zone Method based Physics-Informed Neural Networks in Reheating Furnaces

Ujjal Kr Dutta

Aldo Lipani

Chuan Wang

AB Swerim

Yukun Hu

2023

Don’t stop pretraining? make prompt-based fine-tuning powerful learner

Advances in Neural Information Processing Systems

Zhengxiang Shi

Aldo Lipani

2023/12/15

Automatic blight disease detection in potato (Solanum tuberosum L.) and tomato (Solanum lycopersicum, L. 1753) plants using deep learning

Smart Agricultural Technology

Alberta Odamea Anim-Ayeko

Calogero Schillaci

Aldo Lipani

2023/8/1

Quantifying the Bias of Transformer-Based Language Models for African American English in Masked Language Modeling

Flavia Salutari

Jerome Ramos

Hossein A. Rahmani

Leonardo Linguaglossa

Aldo Lipani

2023

Lexical Entrainment for Conversational Systems

arXiv preprint arXiv:2310.09651

Zhengxiang Shi

Procheta Sen

Aldo Lipani

2023/10/14

“Dr LLM, what do I have?”: The Impact of User Beliefs and Prompt Formulation on Health Diagnoses

Wojciech Kusa

Edoardo Mosca

Aldo Lipani

2023/11

VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks

Wojciech Kusa

Aldo Lipani

Petr Knoth

Allan Hanbury

2023/7/19

Towards Asking Clarification Questions for Information Seeking on Task-Oriented Dialogues

Yue Feng

Hossein A. Rahmani

Aldo Lipani

Emine Yilmaz

2023

Unlocking the potential of user feedback: Leveraging large language model as user simulators to enhance dialogue system

Zhiyuan Hu

Yue Feng

Anh Tuan Luu

Bryan Hooi

Aldo Lipani

2023/10/21

See List of Professors in Aldo Lipani University(University College London)

Co-Authors

H-index: 48
Allan Hanbury

Allan Hanbury

Technische Universität Wien

H-index: 46
Tao Cheng

Tao Cheng

University College London

H-index: 41
Marco Acutis

Marco Acutis

Università degli Studi di Milano

H-index: 39
Emine Yilmaz

Emine Yilmaz

University College London

H-index: 33
Luigi Lombardo

Luigi Lombardo

Universiteit Twente

H-index: 18
James Haworth

James Haworth

University College London

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