MaiNLP

awesome-human-label-variation

A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation (EMNLP 2022)

CrossRE

CrossRE: A Cross-Domain Dataset for Relation Extraction (Findings of EMNLP 2022)

germanic-lrl-corpora

A survey of corpora for Germanic low-resource languages and dialects

How-to-distill-your-BERT

Code for the paper: How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives (ACL 2023)

escoxlmr

Repository for the paper ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain (ACL2023)

ActiveAED

This repository contains the code for the paper "ActiveAED: A Human in the Loop Improves Annotation Error Detection". The goal of ActiveAED is to improve the performance of Annotation Error Detection (AED) models by involving a human annotator in the prediction loop.

CodeSwitchCLIR

noisydialect

Does manipulating tokenization aid cross-lingual transfer? A study on POS tagging for non-standardized languages

convert-qcri-4dialects

Converts the Four Arabic Dialects POS tagged Dataset (Darwish ea 2018) to UPOS

maibaam-code

Code for preprocessing data for UD annotations and for tagging/parsing experiments of MaiBaam

NaLiBaSID

Repository with data and code for "Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants"

NER-disagreements

nnose

Codebase for NNOSE: Nearest Neighbor Occupational Skill Extraction

syntax-pre-training-for-RE

Silver Syntax Pre-training for Cross-Domain Relation Extraction (Findings of ACL 2023)

xsid

dialect-ToD-robustness

Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties (EACL 2024)

mainlp.github.io

MaiNLP research lab

BarNER

common-voice

Common Voice is part of Mozilla's initiative to help teach machines how real people speak.

conllueditor

Fork of Orange-OpenSource/conllueditor

convert-restaure-occitan

Converts the Annotated Corpus for Occitan (10.5281/zenodo.1182948, Bras ea 2018) to UPOS by splitting contractions

donkii

Eevee

An Easy Annotation Tool for Natural Language Processing

el_esco

Codebase for Entity Linking in the Job Market Domain

label-variation-nli

Code used in More Labels or Cases? Assessing Label Variation in Natural Language Inference.

MCQ-Mismatch

MCQ-Robustness

RC-analysis

Code for "What’s wrong with your model? A Quantitative Analysis of Relation Classification"

SkillSpan

SKILLSPAN: Competences as Spans for Skill Extraction from Job Postings

subspace-chronicles

How Linguistic Information Emerges, Shifts and Interacts during Language Model Training (EMNLP 2023)