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UC Berkeley
- http://kayoyin.github.io/
- @kayo_yin
Highlights
- Pro
Stars
Code for the ACL 2023 paper: "Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale"
Code and data for the paper "Disentangling Uncertainty in Machine Translation Evaluation", accepted at EMNLP 2022.
Repository for "BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation", accepted at EAMT 2023.
Repository for "Uncertainty-Aware Machine Translation Evaluation", accepted to Findings of EMNLP 2021.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
Replication code for "With Little Power Comes Great Responsibility"
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
A multilingual parallel corpus created from translations of the Bible.
Python 3.8+ toolbox for submitting jobs to Slurm
music21 is a Toolkit for Computational Musicology
A Word Sense Disambiguation system integrating implicit and explicit external knowledge.
A workflow management system for researchers who heart Unix.
An extension for VS Code which provides support for the Ducttape language
A toolkit for coreference resolution and error analysis.
Experiments for understanding disentanglement in VAE latent representations
CMU Conference Resolution System developed by Max Ma
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
The Return of Lexical Dependencies: Neural Lexicalized PCFGs (TACL)
Code Samples from Neural Networks for NLP
Code for ContraCAT: a test set for coreference in Machine Translation
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
TweetScraper is a simple crawler/spider for Twitter Search without using API