Su Pan's repositories
annotated-transformer
An annotated implementation of the Transformer paper.
berlin-auslanderbehorde-termin-bot
A bot to hit the webpage of the Berliner Ausländerbehörde until you can get an appointment
DHGN
Codes for our CCL 2021 paper: Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks
graph-dialogue-summary
Code for "Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion"
GUSUM
GUSUM ( as shorthand for Graph-Based Unsupervised Summarization) is a simple, yet effective approach to improving the state of the art in graph-based unsupervised extractive text summarization.
langchain
⚡ Building applications with LLMs through composability ⚡
LLM-IMDB
Proof of concept app using LangChain and LLMs to retrieve information from graphs, built with the IMDB dataset
Multi-Lens
Latent Network Summarization: Bridging Network Embedding and Summarization. ACM SIGKDD Conference of Knowledge Discovery and Data Mining (KDD), Anchorage, Aug. 2019.
ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
ParlAI_SearchEngine
A search engine for ParlAI's BlenderBot project (and probably other ones as well)
roberta-t5-faiss-semantic-search
This is a semantic search implementation using RoBERTa + T5 + FAISS
tutorials
A collection of tutorials
webrtc_learning
For webrtc project learning process