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acl2020-historical-text-normalization

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

bless

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

clairecleveruzh

Rule-based Q&A-Chatbot (University of Zurich)

coling2018-neural-transition-based-morphology

Code repository for COLING 2018 paper by Makarov and Clematide

coling2018-neural-transition-based-morphology-test-data

Repository of test data from COLING 2018 paper by Makarov and Clematide

compare-mt

A program to compare language generation results and extract salient features

contra_corpora

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

contradecode

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

contrapro

Contrastive evaluation of pronoun translation in neural machine translation

contrastive-conditioning

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

contrawsd

Word sense disambiguation test sets for NMT

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)

daikon

Simple encoder-decoder neural machine translation written in tensorflow

distil-lingeval

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

domain-distance

domain-robustness

emnlp2018-imitation-learning-for-neural-morphology

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

emnlp2018-imitation-learning-for-neural-morphology-test-data

Repository of test data from EMNLP and COLING 2018 papers by Makarov and Clematide

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

joeynmt

Minimalist NMT for educational purposes

mbr

Minimum Bayes Risk Decoding for Hugging Face Transformers

mbr-sensitivity

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

monotonicity_loss

mt-parity-assessment-data

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

mtrain

Training automation for neural and statistical machine translation engines

multilingual-instruction-tuning

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

multilingual-lemma-disambiguation-gold-standard

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

multipivotnmt

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

nematus-multisource

Multi-source nematus