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Name: Deep NLP @ CIS - LMU

Type: Organization

Bio: Deep Natural Language Processing Group at Center for Language and Information Processing, University of Munich (LMU)

Location: Munich, Germany

Blog: https://cis.lmu.de

Deep NLP @ CIS - LMU's Projects

bias-in-nlp icon bias-in-nlp

Literature overview: gender bias in natural language processing

colexificationnet icon colexificationnet

Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs

glot500 icon glot500

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages -- ACL 2023

glotcc icon glotcc

GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages

glotlid icon glotlid

GlotLID: Language Identification with Support for More Than 2000 Labels -- EMNLP 2023

glotscript icon glotscript

GlotScript: A Resource and Tool for Low Resource Writing System Identification -- LREC 2024

glotsparse icon glotsparse

GlotSparse: Building Corpora in Under-Resourced Languages

glotweb icon glotweb

GlotWeb: Web Indexing for Low-Resource Languages -- under construction.

masklid icon masklid

MaskLID: Code-Switching Language Identification through Iterative Masking -- ACL 2024

mplm-sim icon mplm-sim

mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models

ofa icon ofa

A Framework aims to wisely initialize unseen subword embeddings in PLMs for efficient large-scale continued pretraining

semi-markov-crf icon semi-markov-crf

Code for paper "Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging"

simalign icon simalign

Obtain Word Alignments using Pretrained Language Models (e.g., mBERT)

translico icon translico

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

transliteration-ppa icon transliteration-ppa

Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment

transmi icon transmi

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

xampler icon xampler

XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples

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