ZurichNLP/mbr

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Python
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Apache License 2.0
Created about 1 year ago
Updated 6 months ago

ZurichNLP/mbr

ZurichNLP

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Minimum Bayes Risk Decoding for Hugging Face Transformers

ContraDecode

The implementation of "Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding"

xstance

A Multilingual Multi-Target Dataset for Stance Detection

nmtscore

A library of translation-based text similarity measures

swissbert

The multilingual language model for Switzerland

Jupyter Notebook

ContraPro

Contrastive evaluation of pronoun translation in neural machine translation

multilingual-instruction-tuning

Code and data for the paper "Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?"

Jupyter Notebook

coverage-contrastive-conditioning

Data and code accompanying the paper "As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning" (ACL 2022)

ContraWSD

Word sense disambiguation test sets for NMT

understanding-mbr

domain-robustness

segtest

A Test Suite for Morphological Phenomena in Neural Machine Translation

mtrain

Training automation for neural and statistical machine translation engines

mbr-sensitivity

Data and code for the paper "Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET"

sdg_swisstext_2024_sharedtask

Repository for data and evaluation of 2024 Shared Task on SDG classification held by the Swiss Text Conference.

BLESS

Code for the EMNLP 2023 paper "BLESS: Benchmarking Large Language Models on Sentence Simplification"

Jupyter Notebook

emnlp2018-imitation-learning-for-neural-morphology

Code for Paper "Imitation Learning for Neural Morphological String Transduction" by Peter Makarov and Simon Clematide. 2018. EMNLP

monotonicity_loss

romanesco

Simple recurrent neural network (RNN) language model

translation-direction-detection

Unsupervised translation direction detection using NMT systems

mt-parity-assessment-data

experimental data for paper "A Set of Recommendations for Assessing Human–Machine Parity in Language Translation"

acl2020-historical-text-normalization

Code for the ACL 2020 paper "Semi-supervised Contextual Historical Text Normalization" by Peter Makarov and Simon Clematide

contrastive-conditioning

Code and data accompanying the paper "Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias"

coling2018-neural-transition-based-morphology

Code repository for COLING 2018 paper by Makarov and Clematide

distil-lingeval

Data and code accompanying the paper "On the Limits of Minimal Pairs in Contrastive Evaluation"

20Minuten

Jupyter Notebook

MultiPivotNMT

The implementation of "Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models"

multilingual-lemma-disambiguation-gold-standard

A Multilingual Lemma Disambiguation Gold Standard for German, Finnish, French and Italian (as described in the MA thesis )

specific_hospo_respo

Code for hospitality review response generation

Jupyter Notebook

voting-booklet-bias

Code for the paper "Voting Booklet Bias: Stance Detection in Swiss Federal Communication"

Jupyter Notebook

recognizing-semantic-differences

Code for the paper "Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents"

swiss-german-text-encoders

Code for the paper "Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect"

CoNTra_corpora

Collection of corpora built in the project Rich Context in Neural Machine Translation (2017-2020)

RANLP2021-German-ATS

daikon

Simple encoder-decoder neural machine translation written in tensorflow

SockUeye

RumantschCorpora

SockAPeye

understanding-ctx-aug

Code for the 2023 ACL Findings paper, Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models (Kew & Sennrich, 2023)

Jupyter Notebook

romanisation-transfer

Code for the Paper "On Romanization for Model Transfer Between Scripts in Neural Machine Translation"