EDS-NLP provides a set of spaCy components that are used to extract information from clinical notes written in French.
If it’s your first time with spaCy, we recommend you familiarise yourself with some of their key concepts by looking at the “spaCy 101” page.
Quick start
Installation
You can install EDS-NLP via pip
:
We recommend pinning the library version in your projects, or use a strict package manager like Poetry .
pip install edsnlp==0.4.0
A first pipeline
Once you’ve installed the library, let’s begin with a very simple example that extracts mentions of COVID19 in a text, and detects whether they are negated.
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3D
3D OBJECT RECONSTRUCTION
3D SHAPE REPRESENTATION
ABSTRACTIVE TEXT SUMMARIZATION
ACL 2019
Action Recognition
Adaptation
adaptive neural mt
Admin Panels
AdMob
Ads
Advanced
ADVERSARIAL ATTACK
ADVERSARIAL TRAINING
AI
AI-Jobs
Airplane
Ajax
Algorithm
Algorithms
alignments
AlphaFold
Amazon
AMI
AMR
Analysing Word Translation in Neural MT Transformer Layers
Analysis
Analytics
Analytics Vidhya
Analyzer
Animation
Anime
Annotation
Annotation Tool
annotations
Announcement
ANOMALY DETECTION
Ansible
AntiCaptcha
Apache
Apache Spark
API
App
Apriori
Archives
Arduino
Arrays
Art
Artificial intelligence
ASCII Art
ASPECT-BASED SENTIMENT ANALYSIS
Assembler
Assistant
Astronomy
Astropy
Async
Asynchronous
Asyncio
Attack
Attention
Attributes
Audio
Audio and Acoustics
Audio Processing
augmentation
augmenting self-attention with persistent memory
Authentication
Authorization
Autoencoder
automatic metrics in MT
Automation
Automl
AUTONOMOUS DRIVING
Average Attention Network
AWS
Back Translation
Backdoor
Background
backtranslated data
Backup
Badge
Balancing Training data for Multilingual Neural MT
Bank
Banking
Based
Baseline
Bash
Bayes
Bayesian
Beginner
Behavior
Benchmark
Benford
BERT
BERT in Neural MT
Big data
Bilingual and Monolingual dictionaries
Bilingual Terminology Mining
bilingual word embeddings
Binance
binaries
Binary
Bindings
Bitcoin
black-box NMT attack
Blender
Blockchain
Blocks
Board
Book
Boost
Bootstrap
Bot
BPE
BreakDown
Bridge
Browser
Burp Extension
Business Analytics
Business Intelligence
Bypass
Byte-level subwords
Cache
cache-based memory network
Calculator
Calendar
Calibre
Call Center
Camera
Captcha
Card
Career
CAUSAL INFERENCE
Certificates
Challenge
Character
character-based Neural MT
Character-based Neural MT with Transformers
Charts
Chat
CHATBOT
Checker
Chess
chrome
Chrome Extension
Cipher
Cisco
Classification
Classifiers
Clean Code
ClickHouse
clipboard
Clock
Cloud
Cloud Computing
Cloudflare
CloudFormation
Clubhouse
Cluster
Clustering
CMS
CNN
Code
Codemirror
Color
combine
COMET
Command-line Tools
Comments
Commit
Compiler
Computation
Computer Vision
Concurrency
Configuration
Connector
Console
Constrained Decoding
constrained parameter initialisation
Contact
Containers
Context-aware
Context-aware Monolingual Repail for Neural MT
Context-aware Neural Machine Translation
Context-aware Neural MT
Context-aware NMT
CONTINUAL LEARNING
Contract
Contrastive Evaluation of Machine Translation
CONTRASTIVE LEARNING
Controller
conversational AI
CONVERSATIONAL RESPONSE SELECTION
Conversion
Converter
COPASI
Core ML
Countdown
Counter
Course
COVID-19
Cracker
Crawler
Cropper
Cross Language Model Pretraining
CROSS-LINGUAL TRANSFER
Cross-Platform
CROWD COUNTING
Cryptocurrency
CSS
CSV
Currency
Curve
CVE
Cyber Security
Dash
Dashboard
Data
Data Analysis
DATA AUGMENTATION
Data Cleaning
Data Engineering
Data Exploration
Data Mining
Data platforms and analytics
Data Processing
Data Science
Data Scientists
Data Sharing
Data structure
Data Visualization
Database
Dataset
Datasets
Date and Time
ddos
Debugger
decoding
Decrypt
Deep
DEEP ATTENTION
Deep Learning
Deep Transformer Models
DENOISING
denoising parallel corpora
dependencies
Dependency Injection
Desktop
Detection
Developer Tools
DevOps Tools
Diablo
DIALOGUE UNDERSTANDING
Dictionary
Differentiable
DIMENSIONALITY REDUCTION
Directory
Discord
Discord-py
dissemination
Distributed
Distributed Synchronous SGD
Django
DNS
Docker
Document
Documentation
DOM
Domain
Domain Adaptation for Neural MT
Domain Differential Adaptation
DOMAIN GENERALIZATION
Download
Drawing
Dropbox
Dumper
Dungeondraft
Duolingo
DVC
Dynamic
E-Commerce
Earth
Echo State
EDGE DETECTION
Editor
Education
EFNMT
eink
Email
Embedded Development
Emojis
Emulation
Encoder
Encryption
End-to-End
Entertainment
Environment
Error
Estimation Metric
Estimators of Quality
Ethereum
Evaluating Human-Machine Parity in Language Translation
Evaluation
Event
Excel
Exploit
Extractor
Eyetracking
Face Detection
Face recognition
FACE SKETCH SYNTHESIS
Facebook
Fashion
FastAPI
Feed
Fetching
FEW-SHOT LEARNING
ffmpeg
Field
File Management
Files
Filter
Finder
Firewall
Firmware
Flag
Flappy Bird
Flask
Fonts
Form
Formula
Forum
Fractals
Framework
Frequency
FTP
Function
Functional
Fusion 360
Fuzzing
Fuzzy Matches in Neural MT
Games
Gateway
gender bias
Generator
Genetic
Geolocation
Geometric
Geoscience
Gesture
Github
GitLab
Gmail
Google
Google Earth
GPU
Grabber
Graph
GRAPH CLASSIFICATION
GRAPH EMBEDDING
graph neural networks
Graphics
Graphics and multimedia
GraphQL
Graphs & Networks
Groovy
GUI
Guide
Hackathon
Hacking
hacktoberfest
HandWiki
Handwriting
Hardware
Hardware and devices
Hash
hcaptcha
HDFS
Healthcare
Heatmap
Helper
Highlighting
Histogram
Home Assistant
Hooks
Html
HTTP
human translation
Human-computer interaction
Human-Machine Parity
Humans
Hunting
hybrid unsupervised MT
HYPERPARAMETER OPTIMIZATION
Icon
identification
Image
Image Analysis
IMAGE CAPTIONING
IMAGE CLASSIFICATION
Image Processing
IMAGE SUPER-RESOLUTION
Image To Image
image-rotate
Images
Imitation learning
Improving Multilingual Neural MT for unseen Languages
improving robustness in Neural MT
Incremental Interlingua-based Neural MT
InfluxDB
Infographic
Infographics
INFORMATION RETRIEVAL
INMT
Input
Instagram
INSTANCE SEGMENTATION
integration
interlingua NMT
Intermediate
Interoperability
Interpreter
Interviews
INTRUSION DETECTION
IRC
Java
JavaScript
JAX
Job Scheduler
JS
Json
Julia
Jupyter notebooks
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Knowledge Distillation for Neural Machine Translation
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Kubernetes
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Lambda
Language
LANGUAGE MODELLING
Language Models
Large Language Models
Launcher
learning
Learning Path
LED
Leetcode
Legal-BERT
levenshtein
Levenshtein Transformer
Leveraging Monolingual Data
Libraries
License
line-by-line
linear programming
linear-regression
Linux
Listicle
Loading
Localization
LocalVariable
Location
Log4j
Logging
Login
Lookup
Low-Resource Languages
low-resource neural machine translation
Low-Resource NMT
Machine Learning
machine translation
Machine Translation Summit 2019
Machine Translationese
MachineLearning
macOS
Management System
manual evaluation
mapping
Maps
Markdown
Markup Tags
Matching
Math
Maths
Matplotlib
Matrix
Matting
Meaning Preservation
Media
MediaPipe
Medical, health and genomics
Memory
Menu
Merging Terminology
Message
Messenger
META-LEARNING
Metadata
Methods
METRIC LEARNING
metrics
microservices
MIDI
Minecraft
Mixed Multi-Head Self-Attention for Neural MT
MKDocs
MLflow
Model Deployment
Models
Monitor
Monitoring
mosaic
Motion
MOTION PLANNING
Movies
Mozilla
MQTT
MT automatic evaluation
MT evaluation
MT Summit 2019
MULTI-ARMED BANDITS
Multilingual Denoising Pre-training
Multilingual e-disclosure
multiprocessing
Music
Music player
napari
NATURAL LANGUAGE INFERENCE
Natural Language Processing
NATURAL LANGUAGE UNDERSTANDING
Nearest Neighbor MT
Network
NETWORK PRUNING
Neural end-to-end SLT system
Neural Machine Translation (NMT)
Neural MT
Neural MT with Subword Units Using BPE-Dropout
Neural Network
Neuron Interaction Based Representation Composition
News
NLP
NMT
Noisy Channel Modeling for Neural MT
non-autoregressive NMT
Non-Autoregressive Translation
non-autoregressive translation (NAT)
Norm-Based Curriculum Learning
NoSQL
Notes
Notifications
Notify
Notion
Numpy
NVIDIA
obfuscation
Obfuscator
OBJECT DETECTION
Object Tracking
Oblique
Observability
Obsidian
OCR
ONNX
OpenAI
OpenCV
Opensea
OpenVINO
OPTICAL CHARACTER RECOGNITION
OPTICAL FLOW ESTIMATION
Optimization
ORM
osint-tool
Overcorrection Recovery
Package
PaddlePaddle
Pandas
Papers
PARAPHRASE GENERATION
Paraphrases in Multilingual Neural MT
Parser
Parsing
Password
Patch
Pattern Matching
Patterns
PDF
PERSIAN SENTIMENT ANALYSIS
Phone number
Physics
Piano
pip-tools
Pipeline
Pivot-based Transfer Learning for Neural Machine Translation between non-English languages
Pivoting
Planning
Plasma
Plot
Plotting
Plover
PNG
POC
Podcast
Point Cloud
Pokemons
Poll
Polygonization
Pomodoro
Portfolio
POSE ESTIMATION
PostgreSQL
Power BI
prediction
Print
processing
Profile Building
Profiler
Programming
Programming languages and software engineering
Progress
Project
Prometheus
Proof-Of-Concept
Protocol
Proxy
Pycord
Pydantic
Pygame
PyPI
PyQt
pyqt5
PySpark
Pytest
Python
Pythonic
PyTorch
QR Codes
QT
Quantisation of NMT models
QUANTIZATION
Quantum computing
QUESTION ANSWERING
QUESTION GENERATION
Questions
Quiz
QUpath
R
Radio
Random
Random Numbers
Range
Rank
Ranking
Raspberry Pi
Raspberrypi
Ratelimiter
Raytracer
Reader
READING COMPREHENSION
Real Time
ReCaptcha
Recommend
Recommendation
RECOMMENDATION SYSTEMS
Recorder
Reddit
Redirect
Redis
Reference
Reinforcement Learning
RELATION EXTRACTION
Reminder
Remote
Remove
Render
Report
Representation Bottleneck
Requests
Research
Research & Technology
Researchers & Scientists
Resource
Resources
RESTful API
RETINAL VESSEL SEGMENTATION
Reverse shell
Reversing
Reviews
Risk
Robot
Robust
Robustness in Neural MT
Rolling
Runtime
scalable adaptation for neural mt
Scanner
Scheduling
Schema
scikit-learn
Scrape
Scrapy
Scratch
Screenshots
Scripts
SDK
Search
Search and information retrieval
Security
Security, privacy, and cryptography
Segmentation
Selenium
SELF-DRIVING CARS
Self-Purified
Self-Supervised
Semantic
SEMANTIC PARSING
SEMANTIC SEGMENTATION
Semantic Similarity
Semi-supervised
sentence
Sentiment
Sequence Modeling
Sequence-to-Sequence
Sequences
Server
Serverless
Settings
shared-private bilingual word embeddings
Shell
Shell Handler
Shortener URL
Signature Verification
Simulation
Simulator
single bridge language
Sketch
Skilltest
Slack
Slash
Slots
SmartGrid
SMS
Snake
Sniper
Social Media
Sockets
Solution
Solvers
Sort
Sound Processing
Spark
Spectral Indices
Speech
Speech Recognitio
SPEECH RECOGNITION
Speech To Text
Sphinx
Split
Spoofer
Sport
Sports
Spotify
SQL
SQLAlchemy
SQLite
Square
SSH
StarkNet
Starlink
Starter
State
Static Site Generator
Statistics
Steam
Stock
Storage
Stream
Streamlit
Strings
Structure
Structured Data
Students
StyleGAN
Sub-word Units
Sublime Text
Sudoku
SUPER RESOLUTION
Super-Resolution
Supervised
SVG
Swift
Switch
synchronous bidirectional NMT
Synthesis
Systems and networking
Tableau
tables
Tag
Tagged Back-Translation
Target Conditioned Sampling
target lemma annotations
Task
taskbar
Teachers
Technique
Telecom
Telegram
Tello
Template
tensorflow
Terminal
Terminology
Terminology Constraints
Tesla
Testing
Text
TEXT CLASSIFICATION
TEXT GENERATION
Text Processing
Text-to-Image
Text-to-Speech
The Neural MT Weekly
Tic-Tac-Toe
Tiktok
Time
TIME SERIES
Timer
Timezones
Tkinter
Todo
tokenisation
Tokens
Tool
Toolbox
Toolkit
Topic Modeling
TOPIC MODELS
Tracing
Tracker
Tracking
Trading
Traffic
Transaction
TRANSFER LEARNING
Transformer
Translating Translationese
Translation
Tree
TUI
Tutorial
Tweet
Twitch
Twitter
Types
TypeScript
Uncategorized
Unstructured Data
Unsupervised
Unsupervised Adaptation of NMT with Iterative Back-Translation
Unsupervised Neural MT
Upload
URL
Ursina
Use Cases
Userbot
Utility
Validation
Valorant
Various
Verification
Video
VIDEO CLASSIFICATION
Videos
Visual Recognition
Visual Studio
Visualization
Voice
VPN
VSCode
Vscode Extension
vulnerability
Wallet
Watermark
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Web
Web Crawling & Web Scraping
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Webcam
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WebRTC
Website
Websocket
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WiFi
Wiki
Wikipedia
Windows
Winners Approach
Word
Word Alignment from Neural MT
Word Embeddings
Wordle
Workflow
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XML
Yelp
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