1 code implementation • NAACL 2022 • Zheng Zhang, Zili Zhou, Yanna Wang
Furthermore, to combine syntactic structure and semantic information, we equip the attention score matrices by syntactic mask matrices.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1
no code implementations • ICCV 2023 • Zhu Yu, Zehua Sheng, Zili Zhou, Lun Luo, Si-Yuan Cao, Hong Gu, Huaqi Zhang, Hui-Liang Shen
We extract 2D feature map from images and transform the sparse depth map to point cloud to extract sparse 3D features.
1 code implementation • 8 Nov 2022 • Arusarka Bose, Zili Zhou, Guandong Xu
Increasing number of COVID-19 research literatures cause new challenges in effective literature screening and COVID-19 domain knowledge aware Information Retrieval.
no code implementations • 2 Aug 2022 • Alex Bogatu, Zili Zhou, Dónal Landers, André Freitas
Entailment trees have been proposed to simulate the human reasoning process of explanation generation in the context of open--domain textual question answering.
no code implementations • 4 Feb 2022 • Oskar Wysocki, Zili Zhou, Paul O'Regan, Deborah Ferreira, Magdalena Wysocka, Dónal Landers, André Freitas
Specialised transformers-based models (such as BioBERT and BioMegatron) are adapted for the biomedical domain based on publicly available biomedical corpora.
1 code implementation • LREC 2022 • Jordan Meadows, Zili Zhou, Andre Freitas
In order for language models to aid physics research, they must first encode representations of mathematical and natural language discourse which lead to coherent explanations, with correct ordering and relevance of statements.
no code implementations • IWCS (ACL) 2021 • Zili Zhou, Marco Valentino, Donal Landers, Andre Freitas
This paper describes N-XKT (Neural encoding based on eXplanatory Knowledge Transfer), a novel method for the automatic transfer of explanatory knowledge through neural encoding mechanisms.
no code implementations • 5 Feb 2020 • Mingchen Li, Zili Zhou, Yanna Wang
By using them, we found that these word networks have low accuracy and coverage, and cannot completely portray the semantic network of PWN.