stanfordnlp/cs224n-winter17-notes

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Course notes for CS224N Winter17

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dspy

DSPy: The framework for programming—not prompting—foundation models

Python

18,220

CoreNLP

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

Java

9,678

stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Python

7,278

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

6,867

pyreft

ReFT: Representation Finetuning for Language Models

Python

1,137

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

Lua

875

pyvene

Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions

Python

625

string2string

String-to-String Algorithms for Natural Language Processing

Jupyter Notebook

533

python-stanford-corenlp

Python interface to CoreNLP using a bidirectional server-client interface.

Python

516

mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

Python

494

phrasal

A large-scale statistical machine translation system written in Java.

Java

208

spinn

SPINN (Stack-augmented Parser-Interpreter Neural Network): fast, batchable, context-aware TreeRNNs

Python

205

coqa-baselines

The baselines used in the CoQA paper

Python

176

cocoa

Framework for learning dialogue agents in a two-player game setting.

Python

158

stanza-old

Stanford NLP group's shared Python tools.

Python

138

chirpycardinal

Stanford's Alexa Prize socialbot

Python

131

stanfordnlp

[Deprecated] This library has been renamed to "Stanza". Latest development at: https://github.com/stanfordnlp/stanza

Python

114

wge

Workflow-Guided Exploration: sample-efficient RL agent for web tasks

Python

109

pdf-struct

Logical structure analysis for visually structured documents

Python

edu-convokit

Edu-ConvoKit: An Open-Source Framework for Education Conversation Data

Jupyter Notebook

cs224n-web

http://cs224n.stanford.edu

HTML

ColBERT-QA

Code for Relevance-guided Supervision for OpenQA with ColBERT (TACL'21)

stanza-train

Model training tutorials for the Stanza Python NLP Library

Python

phrasenode

Mapping natural language commands to web elements

Python

contract-nli-bert

A baseline system for ContractNLI (https://stanfordnlp.github.io/contract-nli/)

Python

color-describer

Code for Learning to Generate Compositional Color Descriptions

OpenEdge ABL

stanza-resources

python-corenlp-protobuf

Python bindings for Stanford CoreNLP's protobufs.

Python

miniwob-plusplus-demos

Demos for the MiniWoB++ benchmark

multi-distribution-retrieval

Code for our paper Resources and Evaluations for Multi-Distribution Dense Information Retrieval

Python

huggingface-models

Scripts for pushing models to huggingface repos

Python

nlp-meetup-demo

Java

sentiment-treebank

Updated version of SST

Python

en-worldwide-newswire

An English NER dataset built from foreign newswire

Python

plot-data

datasets for plotting

Jupyter Notebook

contract-nli

ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts

HTML

plot-interface

Web interface for the plotting project

JavaScript

handparsed-treebank

Extra hand parsed data for training models

Perl

coqa

CoQA -- A Conversational Question Answering Challenge

Shell

pdf-struct-models

A repository for hosting models for https://github.com/stanfordnlp/pdf-struct

HTML

chirpy-parlai-blenderbot-fork

A fork of ParlAI supporting Chirpy Cardinal's custom neural generator

Python

wob-data

Data for QAWoB and FlightWoB web interaction benchmarks from the World of Bits paper (Shi et al., 2017).

Python

pdf-struct-dataset

Dataset for pdf-struct (https://github.com/stanfordnlp/pdf-struct)

HTML

nn-depparser

A re-implementation of nndep using PyTorch.

Python

stanfordnlp/cs224n-winter17-notes

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Course notes for CS224N Winter17

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