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ace

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

adv_nlp_workshop_odsc_europe23

Extensive tutorials for the Advanced NLP Session in Open Data Science Conference Europe 2023. We will leverage deep transfer learning, notably transformers to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

ai-engineering-workshop

Materials for the "Modern NLP: Pre-training, Fine-tuning, Prompt Engineering, and Human Feedback" workshop at ODSC East 2023

awesome-llm

Awesome-LLM: a curated list of Large Language Model

biodivnere

Underlying scripts to construct BiodivNER+RE corpora

codegen2onnx

Porting the CodeGen Language Model to ONNX format.

collocation

cookbook

cqi-py

A Python library for the IMS Open Corpus Workbench (CWB) Corpus Query Interface (CQi) API.

crossner

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

csqe

Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"

cwb-ccc

Python wrapper for the CWB to extract concordances and score frequency lists

cython

The most widely used Python to C compiler

data-engineering-zoomcamp

Free Data Engineering course!

data-science--cheat-sheet

Cheat Sheets

data_engineering_best_practices

Sample project to demonstrate data engineering best practices

datascience_interactive_python

Python interactive dashboards for learning data science

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

geopandas

Python tools for geographic data

jupyter-edu-book

Teaching and Learning with Jupyter

langchain

🦜🔗 Build context-aware reasoning applications

langroid

Harness LLMs with Multi-Agent Programming

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

llm-foundation-models

llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

mslearn-dp100

Lab files for Azure Machine Learning exercises

named-entity-recognition-ner-papers

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

nbgrader

A system for assigning and grading notebooks

ner-training-spacy-3.0

Train your custom NER Pipeline with Spacy in 5 simple steps

nlp4sg-website