Lectures and "flipped session" materials from my NYU DS "Text as Data" course, spring 2021

Course Website for Text as Data, Fall 2021, PSU

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Zero-Shot Open Entity Typing as Type-Compatible Grounding, EMNLP'18.

Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to supervised classifier of review sentiment

code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"

Code for using and evaluating SpanBERT.

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

Tools, wrappers, etc... for data science with a concentration on text processing

A Code-First Introduction to NLP course

Python best practices guidebook, written for humans.

Python programs to practice or demonstrate skills.

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

NLP Architect by Intel AI Lab: A Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

Target Dependent Sentiment Analysis (TDSA) framework.

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Beamer presentation and poster template for New York University / NYU Abu Dhabi / NYU Shanghai

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Fine-Grained Entity Recognizer