Explore @stanfordnlp Open Source projects

Stanford NLP (@stanfordnlp)

stanfordnlp

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dspy

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

CoreNLP

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

stanza

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

GloVe

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

cs224n-winter17-notes

Course notes for CS224N Winter17

treelstm

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

pyreft

ReFT: Representation Finetuning for Language Models

python-stanford-corenlp

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

string2string

String-to-String Algorithms for Natural Language Processing

Jupyter Notebook

mac-network

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

pyvene

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

phrasal

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

spinn

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

coqa-baselines

The baselines used in the CoQA paper

cocoa

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

stanza-old

Stanford NLP group's shared Python tools.

chirpycardinal

Stanford's Alexa Prize socialbot

stanfordnlp

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

wge

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

pdf-struct

Logical structure analysis for visually structured documents

cs224n-web

http://cs224n.stanford.edu

edu-convokit

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

Jupyter Notebook

ColBERT-QA

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

stanza-train

Model training tutorials for the Stanza Python NLP Library

phrasenode

Mapping natural language commands to web elements

color-describer

Code for Learning to Generate Compositional Color Descriptions

contract-nli-bert

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

python-corenlp-protobuf

Python bindings for Stanford CoreNLP's protobufs.

stanza-resources

miniwob-plusplus-demos

Demos for the MiniWoB++ benchmark

multi-distribution-retrieval

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

huggingface-models

Scripts for pushing models to huggingface repos

sentiment-treebank

Updated version of SST

nlp-meetup-demo

plot-data

datasets for plotting

Jupyter Notebook

en-worldwide-newswire

NER dataset built from foreign newswire

plot-interface

Web interface for the plotting project

contract-nli

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

pdf-struct-models

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

wob-data

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

pdf-struct-dataset

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

handparsed-treebank

Extra hand parsed data for training models

coqa

CoQA -- A Conversational Question Answering Challenge

chirpy-parlai-blenderbot-fork

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

nn-depparser

A re-implementation of nndep using PyTorch.