Yiming Cui

Discriminative Sentence Modeling for Story Ending Prediction

2020 · Proceedings of the AAAI Conference on Artificial Intelligence

Story Ending Prediction is a task that needs to select an appropriate ending for the given story, which requires the machine to understand the story and sometimes needs commonsense knowledge. To tackle this task, we …

Federated edge learning for the wireless physical layer: Opportunities and challenges

2022 · China Communications

Deep learning (DL) has been applied to the physical layer of wireless communication systems, which directly extracts environment knowledge from data and outperforms conventional methods either in accuracy or computation complexity. However, most related research …

Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca

2023 · arXiv (Cornell University)

Large Language Models (LLMs), such as ChatGPT and GPT-4, have dramatically transformed natural language processing research and shown promising strides towards Artificial General Intelligence (AGI). Nonetheless, the high costs associated with training and deploying LLMs …

Attention-over-Attention Neural Networks for Reading Comprehension

2017

Cloze-style reading comprehension is a representative problem in mining relationship between document and query. In this paper, we present a simple but novel model called attention-over-attention reader for better solving cloze-style reading comprehension task. The …

Revisiting Pre-Trained Models for Chinese Natural Language Processing

2020

Bidirectional Encoder Representations from Transformers (BERT) has shown marvelous improvements across various NLP tasks, and consecutive variants have been proposed to further improve the performance of the pretrained language models. In this paper, we target …