9 papers with code • 0 benchmarks • 1 datasets

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Most implemented papers

Style Transfer from Non-Parallel Text by Cross-Alignment

shentianxiao/language-style-transfer NeurIPS 2017

We demonstrate the effectiveness of this cross-alignment method on three tasks: sentiment modification, decipherment of word substitution ciphers, and recovery of word order.

A Probabilistic Formulation of Unsupervised Text Style Transfer

cindyxinyiwang/deep-latent-sequence-model ICLR 2020

Across all style transfer tasks, our approach yields substantial gains over state-of-the-art non-generative baselines, including the state-of-the-art unsupervised machine translation techniques that our approach generalizes.

Unsupervised Text Style Transfer using Language Models as Discriminators

asyml/texar NeurIPS 2018

Binary classifiers are often employed as discriminators in GAN-based unsupervised style transfer systems to ensure that transferred sentences are similar to sentences in the target domain.

Decipherment of Historical Manuscript Images

yinxusen/decipherment-images 9 Oct 2018

European libraries and archives are filled with enciphered manuscripts from the early modern period.

A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages

isi-nlp/universal-cipher-pos-tagging NAACL 2019

We also show extrinsically that incorporating our POS tagger into a name tagger leads to state-of-the-art tagging performance in Sinhalese and Kinyarwanda, two languages with nearly no labeled POS data available.

Sign Clustering and Topic Extraction in Proto-Elamite

sfu-natlang/pe-decipher-toolkit WS 2019

We describe a first attempt at using techniques from computational linguistics to analyze the undeciphered proto-Elamite script.

Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B

j-luo93/NeuroDecipher ACL 2019

In this paper we propose a novel neural approach for automatic decipherment of lost languages.

Phonetic and Visual Priors for Decipherment of Informal Romanization

ryskina/romanization-decipherment ACL 2020

Informal romanization is an idiosyncratic process used by humans in informal digital communication to encode non-Latin script languages into Latin character sets found on common keyboards.

Deciphering Undersegmented Ancient Scripts Using Phonetic Prior

j-luo93/xib 21 Oct 2020

We evaluate the model on both deciphered languages (Gothic, Ugaritic) and an undeciphered one (Iberian).