Stars
Slides and other material (e.g. Demos) of my ML Courses CS 6375 and CS 4375 at UT Dallas
Projects on AI topics like speech recognition, face recognition, and neural machine translation + Projects on engineering my own version of PyTorch libraries and optimization methods from scratch.
Are bidirectional LMs less surprised by garden path effects than unidirectional LMs?
String-to-String Algorithms for Natural Language Processing
Code for working on computational phonology and morphology in Python
CausalGym: Benchmarking causal interpretability methods on linguistic tasks
🦜🔗 Build context-aware reasoning applications
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Python API for loading language data from American-English CHILDES database
Minimal implementation of Kim and Smolensky (2021) along with bells and whistles introduced by Misra and Kim (2023)
[Kauf & Ivanova, ACL 2023] A Better Way to Do Masked Language Model Scoring
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
Minimum Description Length Recurrent Neural Networks
NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling
The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
Collection of academic works in natural language processing, computational linguistics, and computational cognitive science that study the problem of novel words in models/agents.
Utility for behavioral and representational analyses of Language Models
transformer xl在中文文本生成上的尝试（可写小说、古诗）（transformer xl for text generation of chinese）