Öffentlicher GitHub-Footprint von Stanford NLP

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

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

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

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

Course notes for CS224N Winter17

Stanford NLP Python library for Representation Finetuning (ReFT)

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

Stanford NLP Python library for understanding and improving PyTorch models via interventions

String-to-String Algorithms for Natural Language Processing

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

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

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

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

Stanford NLP Python library for benchmarking the utility of LLM interpretability methods

The baselines used in the CoQA paper

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

Stanford NLP group's shared Python tools.

Stanford's Alexa Prize socialbot

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

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

Logical structure analysis for visually structured documents

http://cs224n.stanford.edu

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Model training tutorials for the Stanza Python NLP Library

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

Mapping natural language commands to web elements

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

Semantic Parser with Execution

Code for Learning to Generate Compositional Color Descriptions

Demos for the MiniWoB++ benchmark

Python bindings for Stanford CoreNLP's protobufs.

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

Scripts for pushing models to huggingface repos

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

An English NER dataset built from foreign newswire

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

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Updated version of SST

Extra hand parsed data for training models

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datasets for plotting

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CoQA -- A Conversational Question Answering Challenge

Web interface for the plotting project

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

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

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

A history of NLP at Stanford, initially written for the Stanford NLP 25 year reunion in 2025

A re-implementation of nndep using PyTorch.

Stanford's Alexa Prize socialbot [internal]

Sindhi tokenization data from ISRA

The repository for making new post submissions to the SAIL Blog

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