This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.

Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2021).

CogNet: a large-scale, high-quality cognate database for 338 languages, 1.07M words, and 8.1 million cognates

Framework for probing tasks

A list of initiatives for adding new languages to opensource machine translation models

Official implementation of "CONCRETE: Improving Cross-lingual Fact Checking with Cross-lingual Retrieval" (COLING'22)

Resources for the paper "PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction"

Source Code for "Adapters for Enhanced Modeling of Multilingual Knowledge and Text"

A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts.

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models

Data and code for the paper "ID10M: Idiom Identification in 10 Languages" (NAACL 2022).

Semeval-2013 and -2015 multilingual WSD datasets for BabelNet 4.0

Multilingual Vec2Text + Ad-hoc Translation + Masking Defense Mechanism

TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data

Data and code for the paper "NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection".