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William Huang's Projects

c-bert icon c-bert

Attention-based models such as BERT have produced state-of-the-art performance on many NLP tasks. However, these models suffer from catastrophic forgetting (CF) in a continual setting. We hypothesize that utilizing meta-learning methodologies such as OML to further train BERT will help learn contextual representations that are more robust to CF.

convfinqa icon convfinqa

Data and code for EMNLP 2022 paper "ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering"

deep_learning icon deep_learning

Collection of code used for NYU's Deep Learning course Spring 2020

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

jiant icon jiant

jiant is a software toolkit for natural language processing research, designed to facilitate work on multitask learning and transfer learning for sentence understanding tasks.

jiant-1 icon jiant-1

The jiant toolkit for general-purpose text understanding models

llama icon llama

Inference code for LLaMA models

nli-variation-data icon nli-variation-data

Human annotations for "Inherent Disagreements in Human Textual Inferences" paper

stereoset icon stereoset

StereoSet: Measuring stereotypical bias in pretrained language models

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

unqover icon unqover

UnQovering Stereotyping Biases via Underspecified Questions - EMNLP 2020 (Findings)

wh629.github.io icon wh629.github.io

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

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