Qian's Projects
BUAA,OSLAb6
OSQA is a free, entry-level Q&A system from the makers of AnswerHub, the market-leading professional Q&A platform. Looking for Enterprise functionality? Checkout http://answerhub.com
A cross-platform plotting library for .NET
Papers from the computer science community to read and discuss.
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, and word order information for the problem of paraphrase identification.
buaa 1306 pcb design.
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Humans understand novel sentences by composing meanings and roles of core language components. In contrast, neural network models for natural language modeling fail when such compositional generalization is required. The main contribution of this paper is to hypothesize that language compositionality is a form of group-equivariance. Based on this hypothesis, we propose a set of tools for constructing equivariant sequence-to-sequence models. Throughout a variety of experiments on the SCAN tasks, we analyze the behavior of existing models under the lens of equivariance, and demonstrate that our equivariant architecture is able to achieve the type compositional generalization required in human language understanding.
The code of ACL 2020 paper "You Impress Me: Dialogue Generation via Mutual Persona Perception"
Prefix-Tuning: Optimizing Continuous Prompts for Generation
Fast C++ prime counting function implementation
The prime repository for state-of-the-art Multilingual Question Answering research and development.
This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX
π₯A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.
QnA bot powered by CoQA + BERT
Quora.com like project with Ruby on Rails (δΈεη»΄ζ€)
PHP StackOverflow Clone
A relation-aware semantic parsing model from English to SQL
Example code for "Real-World Natural Language Processing"
Microsoft.Recognizers.Text.Number provides robust recognition and resolution of numbers expressed in English, Spanish and Chinese.
An elegant \LaTeX\ rΓ©sumΓ© template
A simple solution for the first stage candidate serach in the real system of retrieval chatbot.
Deep Reinforcement Learning For Sequence to Sequence Models
Code for "Learning Compositional Rules via Neural Program Synthesis"
Fine-tune SantaCoder for Code/Text Generation.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent