Xiaoyu Yang

SemEval-2020 Task 5: Counterfactual Recognition

2020

We present a counterfactual recognition (CR) task, the shared Task 5 of SemEval-2020. Counterfactuals describe potential outcomes (consequents) produced by actions or circumstances that did not happen or cannot happen and are counter to the …

Emotion Analysis Base on Capsule Network

2021 · 2021 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS)

Fine-grained sentiment analysis is a research hotspot in the field of natural language processing. Among them, short text sentiment analysis because of the less content. It is difficult to obtain better results using only a …

Knowledge Distillation for Neural Transducers from Large Self-Supervised Pre-trained Models

2021 · arXiv (Cornell University)

Self-supervised pre-training is an effective approach to leveraging a large amount of unlabelled data to reduce word error rates (WERs) of automatic speech recognition (ASR) systems. Since it is impractical to use large pre-trained models …

Higher Education Multimedia Teaching System Based on the Artificial Intelligence Model and Its Improvement

2023 · Mobile Information Systems

In order to improve the quality of multimedia teaching in higher education, this article analyzes the problems existing in multimedia education in higher education, improves the multimedia teaching system, and proposes a three-dimensional multimedia image …

SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM

2024 · arXiv (Cornell University)

While Large Language Models (LLMs) have achieved remarkable success in various fields, the efficiency of training and inference remains a major challenge. To address this issue, we propose SUBLLM, short for Subsampling-Upsampling-Bypass Large Language Model, …