In a typical Shapley value estimation for a numerical regression task, there is a clear way in which the marginal contribution of an input feature i to the final numerical output variable can be ca...

I noticed that transcribing speech in multiple languages with openai whisper speech-to-text library sometimes accurately recognizes inserts in another language and would provide the expected output...

I have build a Seq2Seq model of encoder-decoder. I want to add an attention layer to it. I tried adding attention layer through this but it didn't help. Here is my initial code without attention ...

In Python, I'm using NLTK's alignment module to create word alignments between parallel texts. Aligning bitexts can be a time-consuming process, especially when done over considerable corpora. It w...

Currently Helsinki-NLP/opus-mt-es-en model takes around 1.5sec for inference from transformer. How can that be reduced? Also when trying to convert it to onxx runtime getting this error: ValueErro...

I'm currently comparing various pre-trained NMT models and can't help but wonder what the difference between MarianMT and OpusMT is. According to OpusMT's Github it is based on MarianMT. However in...

I am working on a project for building a high precision word alignment between sentences and their translations in other languages, for measuring translation quality. I am aware of Giza++ and other...

I need to calculate BLEU score for identifying whether two sentences are similar or not.I have read some articles which are mostly about BLEU score for Measuring Machine translation accuracy.But i'...

I am trying to restore the checkpoints and predict on different sentences NMT Attention Model. While restoring the checkpoints and predicting, I am getting gibberish results with warning below: U...

I want to translate from Chinese to English using HuggingFace's transformers using a pretrained "xlm-mlm-xnli15-1024" model. This tutorial shows how to do it from English to German. I tri...

I would like to train a encoder decoder model as configured below for a translation task. Could someone guide me as to how I can set-up a training pipeline for such a model? Any links or code snipp...

I was following the Keras Seq2Seq tutorial, and wit works fine. However, this is a character-level model, and I would like to adopt it to a word-level model. The authors even include a paragraph wi...

I'm using Google Translate tools to translate a web page and I also have an iframe on this page, that is not obviously translated with the page. Is there a workaround, that any of you know, so I c...

Premise 1: Regarding neurons in a RNN layer - it is my understanding that at "each time step, every neuron receives both the input vector x (t) and the output vector from the previous time step y ...

There is an implementation of BLEU score in Python NLTK, nltk.translate.bleu_score.corpus_bleu But I am not sure if it is the same as the mtevalv13a.pl script. What is the difference between th...

Most of you probably know the text-to-speech synthesizer of google translate, as you can access programmatically here btw: http://translate.google.com/translate_tts?tl=en&q=text My impressio...

Do you know if there is any free automatic localization tool currently out of the market ? It would be to translate my XML files from my android project The ones i have found all rely on Goog...

After researching a bit on compilers and how they work I learned that the process is often broken up into 4 steps: Preprocessor, Compiler, Assembler and Linker. The way I envisioned these steps was...

A few months ago, I used Python's goslate package to translate a bunch of French text to English. When I tried to do so this morning, though, the service returned an error: import goslate gs...

I have written the following code with the phrase extraction algorithm for SMT. GitHub # -*- coding: utf-8 -*- def phrase_extraction(srctext, trgtext, alignment): """ Phrase extraction algorit...

The output of my word alignment file looks as such: I wish to say with regard to the initiative of the Portuguese Presidency that we support the spirit and the political intention behind it . In b...

The Urls in its 'readme' file is not valid (http://www.fjoch.com/mkcls.html and http://www.fjoch.com/GIZA++.html). Is there a good tutorial about giza++? Or is there some alternatives that ha...

I am develeping a website in 2 languages. one option is We can do own translation but that can take more development time. So i'm trying to find a plugin. I tried Microsoft Translator Wid...

We're looking for an open source Machine Translation Engine that could be incorporated into our localization workflow. We're looking at the options below: Moses (C++) Joshua (Java) Phrasal (Java)...

Is there an open source library in Python which does Kanji Numeral to Arabic Numeral conversion/translation? Input : 10億2千9百万 Output: 1,029,000,000 Input : 1億6,717万2,600 Output: 167,172,600 Inp...