Discover @nelson-liu Open Source projects

Nelson Liu (@nelson-liu)

nelson-liu

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Location 🇺🇸 United States
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paraphrase-id-tensorflow

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.

contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations" (NAACL 2019).

pytorch-manylinux-binaries

evaluating-verifiability-in-generative-search-engines

Companion repo for "Evaluating Verifiability in Generative Search Engines".

lost-in-the-middle

Code and data for "Lost in the Middle: How Language Models Use Long Contexts"

cython-crash-course

A quick intro to Cython for Python users who don't know C

Jupyter Notebook

flatten_gigaword

Dump the text of the Gigaword dataset into a single file, for use with language modeling (and other!) toolkits

inoculation-by-finetuning

Code for the paper "Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets", to be presented at NAACL 2019.

lexical-semantic-recognition

pytorch-paper-classifier

A simple model for classifying papers by academic venue (AI/ML/ACL), given a title and abstract. Bare-metal PyTorch port of https://github.com/allenai/allennlp-as-a-library-example .

ASLSpeak

🎤 DubHacks 2015 project. Decode sign language using the Leap Motion, and speak it!

website

MyoDrone

🚁 Controlling a Parrot AR 2 Drone with Thalmic Labs Myo. PennApps 2015 Spring.

word2color

Given a description of a color, return its closest standard HTML4 color.

nlp-phd-vis

Visualizations on NLP PhD applications

Jupyter Notebook

BitStation-App

💸 The MIT Kerberos-integrated social wallet. Winner of BitComp 2014 Improving MIT Award.

talks_and_tutorials

Repository for materials for informal and slightly less informal talks and tutorials

LSTMs-exploit-linguistic-attributes

Code for the paper "LSTMs Exploit Linguistic Attributes of Data", presented at the ACL 2018 Workshop on Representation Learning for NLP.

quoref-annotation

SMSiri

☎️ Built @ MHacks 6 -- An SMS based natural language question and answer system.

phonesthemes

Code for the paper "Discovering Phonesthemes with Sparse Regularization", to be presented at the NAACL 2018 Workshop on Subword and Character Level Models in NLP.

oov-translation

Code accompanying "Augmenting Statistical Machine Translation with Subword Translation of Out-of-Vocabulary Words"

pytorch-pretrained-bert-feedstock

A conda-smithy repository for pytorch-pretrained-bert.

ical2org

Convert iCal-format calendars into a file of Emacs org-mode entries