34 citations · 45 across the 7 of their papers we have counts for
7 papers
SRNN: Spatiotemporal Relational Neural Network for Intuitive Physics Understanding
Fei Yang
Human prowess in intuitive physics remains unmatched by machines. To bridge this gap, we argue for a fundamental shift towards brain-inspired computational principles. This paper i…
PropNet: a White-Box and Human-Like Network for Sentence Representation
Fei Yang
Transformer-based embedding methods have dominated the field of sentence representation in recent years. Although they have achieved remarkable performance on NLP missions, such as…
Unified Pathological Speech Analysis with Prompt Tuning
Fei Yang, Xuenan Xu, Mengyue Wu +1
Pathological speech analysis has been of interest in the detection of certain diseases like depression and Alzheimer's disease and attracts much interest from researchers. However,…
Project Sid: Many-agent simulations toward AI civilization
Altera. AL, Andrew Ahn, Nic Becker +11
AI agents have been evaluated in isolation or within small groups, where interactions remain limited in scope and complexity. Large-scale simulations involving many autonomous agen…
Automatic Extraction of Relationships among Motivations, Emotions and Actions from Natural Language Texts
Fei Yang
We propose a new graph-based framework to reveal relationships among motivations, emotions and actions explicitly given natural language texts. A directed acyclic graph is designed…
Recognition of Mental Adjectives in An Efficient and Automatic Style
Fei Yang
In recent years, commonsense reasoning has received more and more attention from academic community. We propose a new lexical inference task, Mental and Physical Classification (MP…
OneFlow: Redesign the Distributed Deep Learning Framework from Scratch
Jinhui Yuan, Xinqi Li, Cheng Cheng +9
Deep learning frameworks such as TensorFlow and PyTorch provide a productive interface for expressing and training a deep neural network (DNN) model on a single device or using dat…