Hi there š
- š Iām currently working on conditional text generation, conversational agents, deep learning objective functions.
- š± Iām currently learning more about representation learning, explainable AI, and some computer vision.
Name: Yi-Lin Tuan
Type: User
Company: UCSB NLP
Bio: Deep Learning and NLP. PhD candidate @ UCSB. Previous RA / BS @ NTUEE.
Location: Santa Barbara, CA
Blog: pascalson.github.io
Conversation Branches and DAGs. Pytorch. The data and code of paper "CausalDialogue: Modeling Utterance-level Causality in Conversations" ACL-Findings 2023.
GANs for Conditional Sequence Generation. Tensorflow. Including the code of paper "Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation" IEEE/ACM TASLP, 2019.
Dialogue generation models on pairwise or universal knowledge graphs. Pytorch. The code of paper "Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems, ACL-Findings 2022"
Dynamic Knowledge-Grounded Dialogue Generation. Tensorflow. The data and code of paper "DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs, EMNLP 2019"
Knowledge-Grounded Reinforcement Learning
A unified approach to explain conditional text generation models. Pytorch. The code of paper "Local Explanation of Dialogue Response Generation, NeurIPS 2021"
My paper reading repository
The data description of the paper "Transcribing Lyrics From Commercial Song Audio: The First Step Towards Singing Content Processing"
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ššš
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ā¤ļø Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.