nianlonggu
Machine learning scientist at Universität Zürich. Experienced in NLP, information retrieval, LLM, and AI-based research in bioacoustics.
ETH ZurichZurich, Switzerland
Pinned Repositories
Autoencoder-based-Super-Resolution
Master thesis project. In this project, an autoencoder model is designed to achieve single image super resolution.
Floating-Random-Walk-Method-for-Capacitance-Extraction
Using the floating random walk method to extract the inter-connect capacitance in the VLSI
LMCiteGen
Code and data for the work Controllable Citation Sentence Generation with Language Models, at 4th Workshop on Scholarly Document Processing at ACL 2024
Local-Citation-Recommendation
Code for ECIR 2022 paper Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking
MasterThesis_Autoencoder-based-Super-Resolution
Master thesis project. In this project, an autoencoder model is designed to achieve single image super resolution.
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
MemSum-DQA
Adapting an Efficient Long Document Extractive Summarizer for Document Question Answering
reverse-variational-autoencoder
WACV 2020 paper: Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection Pytorch Implementation
SciLit
ACL23 Demo SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation
WhisperSeg
Code for ICASSP 2024 paper WhisperSeg: Positive Transfer of the Whisper Speech Transformer to Human and Animal Voice Activity Detection
nianlonggu's Repositories
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
nianlonggu/Local-Citation-Recommendation
Code for ECIR 2022 paper Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking
nianlonggu/WhisperSeg
Code for ICASSP 2024 paper WhisperSeg: Positive Transfer of the Whisper Speech Transformer to Human and Animal Voice Activity Detection
nianlonggu/MemSum-DQA
Adapting an Efficient Long Document Extractive Summarizer for Document Question Answering
nianlonggu/Floating-Random-Walk-Method-for-Capacitance-Extraction
Using the floating random walk method to extract the inter-connect capacitance in the VLSI
nianlonggu/SciLit
ACL23 Demo SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation
nianlonggu/MasterThesis_Autoencoder-based-Super-Resolution
Master thesis project. In this project, an autoencoder model is designed to achieve single image super resolution.
nianlonggu/reverse-variational-autoencoder
WACV 2020 paper: Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection Pytorch Implementation
nianlonggu/Autoencoder-based-Super-Resolution
Master thesis project. In this project, an autoencoder model is designed to achieve single image super resolution.
nianlonggu/Super-Resolution-Spectrum-Analysis
Analyze the image quality in the frequency domain and compare the performance of different SISR models
nianlonggu/SupportVectorMachine
simple implementation of the support vector machine algorithm, for detail see my blog https://nianlonggu.com
nianlonggu/citation_generation
nianlonggu/ethz-thesis-title-page
A LaTeX title page template for a Ph.D. thesis at ETH Zurich.
nianlonggu/LMCiteGen
Code and data for the work Controllable Citation Sentence Generation with Language Models, at 4th Workshop on Scholarly Document Processing at ACL 2024
nianlonggu/AOI-Tracking-sam-pt
SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
nianlonggu/learn-llm
nianlonggu/LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
nianlonggu/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
nianlonggu/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
nianlonggu/nianlonggu.github.io
nianlonggu/preprint-template.tex
A template for two-column scientific preprints
nianlonggu/qlora-airoboros-longcontext
nianlonggu/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
nianlonggu/s2orc-doc2json
Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)
nianlonggu/SciLit-React
nianlonggu/streamlit-elements
Create a draggable and resizable dashboard in Streamlit, featuring Material UI widgets, Monaco editor (Visual Studio Code), Nivo charts, and more!
nianlonggu/voxseg
A python library for voice activity detection (VAD) for speech/non-speech segmentation.