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Gilles Jacobs's Projects

absapapers icon absapapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

acl2019-odee icon acl2019-odee

This is the code for our ACL 2019 paper "Open Domain Event Extraction Using Neural Latent Variable Models"

allennlp_tutorial icon allennlp_tutorial

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

bert-for-inference icon bert-for-inference

A small repo showing how to easily use BERT (or other transformers) for inference

cgraph icon cgraph

dataset for Detecting and Explaining Causes From Text For a Time Series Event, EMNLP'17

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

dactyl-keyboard icon dactyl-keyboard

Dactyl-ManuForm, a parameterized ergonomic keyboard translated into Python including a cadquery / Open CASCADE implementation.

deployubuntuserver icon deployubuntuserver

This repo contains the main deployment script for setting up my personal tooling on a fresh Ubuntu host.

domain-adapted-atsc icon domain-adapted-atsc

code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"

dwie icon dwie

DWIE (Deutsche Welle corpus for Information Extraction) dataset. Introduced in our "DWIE: an entity-centric dataset for multi-task document-level information extraction" paper (accepted in Information Processing and Management)

dygiepp icon dygiepp

Span-based system for named entity, relation, and event extraction.

e2e-tbsa icon e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

furby icon furby

Python tools for handing Furby Connect DLC files

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