Explaining Competitive-Level Programming Solutions using LLMs

no code implementations • 11 Jul 2023 • Jierui Li, Szymon Tworkowski, Yingying Wu, Raymond Mooney

In this paper, we approach competitive-level programming problem-solving as a composite task of reasoning and code generation.

Code Generation Explanation Generation

AlphaSnake: Policy Iteration on a Nondeterministic NP-hard Markov Decision Process

no code implementations • 17 Nov 2022 • Kevin Du, Ian Gemp, Yi Wu, Yingying Wu

Reinforcement learning has recently been used to approach well-known NP-hard combinatorial problems in graph theory.

reinforcement-learning Reinforcement Learning (RL)

PhyloTransformer: A Discriminative Model for Mutation Prediction Based on a Multi-head Self-attention Mechanism

no code implementations • 3 Nov 2021 • Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused an ongoing pandemic infecting 219 million people as of 10/19/21, with a 3. 6% mortality rate.

Language Modelling

Cuid: A new study of perceived image quality and its subjective assessment

no code implementations • 28 Sep 2020 • Lucie Lévêque, Ji Yang, Xiaohan Yang, Pengfei Guo, Kenneth Dasalla, Leida Li, Yingying Wu, Hantao Liu

It is thus critical to acquire reliable subjective data with controlled perception experiments that faithfully reflect human behavioural responses to distortions in visual signals.

Image Quality Assessment