EMBEDDIA Project

tnt_kid

TNT-KID: Transformer-based Neural Tagger for Keyword Identification

TransSHAP

Interpreting BERT with LIME and SHAP

stacked-ner

Stacked-Transformers Named Entity Recogition

NER_FEDA

NER system using a Frustratingly Easy Domain and Tagset Adaptation

RaKUn

RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregation

texta-rest

TEXTA Toolkit back end

event-detection

Event detection module.

morphological-BERT

scalable_semantic_shift

Scalable and Interpretable Semantic Change Detection

4real2018

Machine Learning Approach to Bilingual Terminology Alignment

autoBOT

An autoML for explainable text classification.

CrossLingualKeywords

Code of the paper: Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?

embeddia-toolkit

EMBEDDIA Toolkit API wrapping EMBEDDIA API-based Services

news_background_linking

Participation of L3i at TREC 2021 News Track

NLE_2017

Combining n-grams and deep convolutional features for language variety classification

embeddia-demo

EMBEDDIA Demonstrator

texta-rest-front

TEXTA Toolkit front end

AddMoreClusters

Capturing Evolution in Word Usage: Just Add More Clusters?

attviz

Dissecting Transformers via attention visualization

contextual-view

Code and dataset used in the Contextual View Analysis

eurostat-nlg

News generation from EU data

lemmagen3

A Python2/3 wrapper for the Lemmagen lemmatizer supporting 19 languages

media_eval_vctm

Pivovara & Zosa (2021) solution for the MediaEval2021 NewsImages

PAN2019

Code for PAN author profiling task experiments, International Conference of the CLEF Association (CLEF 2019)

rushifteval_public

Public data and code for the RuShiftEval'21 shared task

semeval-2022-MNS

SemEval 2022 Task 8: Multilingual news similarity

SemEval2020-Task1

Discovery Team system for Task 1: Unsupervised Lexical Semantic Change Detection

SummaryMosaics

Summary Mosaics visualisation technique

tax2vec

Interpretable feature construction from taxonomies for text classification

topic-labelling

Multilingual Topic Labelling of News Topics using Ontological Mapping