Kai Gao

Consistent Representation Learning for Continual Relation Extraction

2022 · Findings of the Association for Computational Linguistics: ACL 2022

Continual relation extraction (CRE) aims to continuously train a model on data with new relations while avoiding forgetting old ones. Some previous work has proved that storing a few typical samples of old relations and …

A Self-Adjusting Fusion Representation Learning Model for Unaligned Text-Audio Sequences

2022 · arXiv (Cornell University)

Inter-modal interaction plays an indispensable role in multimodal sentiment analysis. Due to different modalities sequences are usually non-alignment, how to integrate relevant information of each modality to learn fusion representations has been one of the …

Noise Imitation Based Adversarial Training for Robust Multimodal Sentiment Analysis

2023 · IEEE Transactions on Multimedia

As an inevitable phenomenon in real-world applications, data imperfection has emerged as one of the most critical challenges for multimodal sentiment analysis. However, existing approaches tend to overly focus on a specific type of imperfection, …

PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages

2024 · arXiv (Cornell University)

A package's source code repository records the development history of the package, providing indispensable information for the use and risk monitoring of the package. However, a package release often misses its source code repository due …