nianlonggu

MemSum

Code for ACL 2022 paper on the topic of long document summarization: MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

Local-Citation-Recommendation

Code for ECIR 2022 paper Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking

WhisperSeg

Code for ICASSP 2024 paper WhisperSeg: Positive Transfer of the Whisper Speech Transformer to Human and Animal Voice Activity Detection

MemSum-DQA

Adapting an Efficient Long Document Extractive Summarizer for Document Question Answering

Floating-Random-Walk-Method-for-Capacitance-Extraction

Using the floating random walk method to extract the inter-connect capacitance in the VLSI

SciLit

ACL23 Demo SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation

MasterThesis_Autoencoder-based-Super-Resolution

Master thesis project. In this project, an autoencoder model is designed to achieve single image super resolution.

reverse-variational-autoencoder

WACV 2020 paper: Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection Pytorch Implementation

Autoencoder-based-Super-Resolution

Master thesis project. In this project, an autoencoder model is designed to achieve single image super resolution.

Super-Resolution-Spectrum-Analysis

Analyze the image quality in the frequency domain and compare the performance of different SISR models

SupportVectorMachine

simple implementation of the support vector machine algorithm, for detail see my blog https://nianlonggu.com

citation_generation

ethz-thesis-title-page

A LaTeX title page template for a Ph.D. thesis at ETH Zurich.

LMCiteGen

Code and data for the work Controllable Citation Sentence Generation with Language Models, at 4th Workshop on Scholarly Document Processing at ACL 2024

AOI-Tracking-sam-pt

SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.

learn-llm

LLaMA-Factory

Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

nianlonggu.github.io

preprint-template.tex

A template for two-column scientific preprints

qlora-airoboros-longcontext

rouge-score-Bootstrap-with-95-confidence-level

A code snippet for using the rouge-score bootstrapping sampling method to compute the confidence level of rouge scores

s2orc-doc2json

Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)

SciLit-React

streamlit-elements

Create a draggable and resizable dashboard in Streamlit, featuring Material UI widgets, Monaco editor (Visual Studio Code), Nivo charts, and more!

voxseg

A python library for voice activity detection (VAD) for speech/non-speech segmentation.