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This is the official code used for WAT 2017 Description Paper titled A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch Size.

Unsupervised Metrics ⭐ 10

Library for experimenting with state-of-the-art evaluation metrics like UScore

Opustrainer ⭐ 10

Curriculum training

Acl22 Sixtp ⭐ 10

Code for ACL 2022 paper 'Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation'

Ptakopet ⭐ 10

System for translation quality estimation, mostly outbound translation

M4adapter ⭐ 10

m4Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter (Findings of EMNLP 2022)

Adversarial Subword Regularization forRobust Neural Machine Translation

Master Thesis ⭐ 9

Semi-Supervised Neural Machine Translation - for small bilingual datasets

Nlp_programs ⭐ 9

本repo使用tensorflow2实现NLP中常见的模型：文本相似度分析、文本摘要、文本生成、机器

🪱 PARASITE || A parallel sentence data preprocessing toolkit. Originally developed as a part of the `en-ru` winner submission of WMT20 Biomedical Translation Task.

Neural Machine Translation Using Keras ⭐ 9

This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras

Domain-Specific Text Generation for Machine Translation (with LLMs) - scripts and config files for the paper

Aspect Based Sentiment Analysis (ABSA)

Evaluation Toolkit for Ranking

Phrase-based Memory-based Machine Translation

Code for ACL 2023 main conference paper "Back Translation for Speech-to-text Translation Without Transcripts".

Avec Bds2018 ⭐ 9

Multi-modality Hierarchical Recall based on GBDTs for Bipolar Disorder Classification

Translate_machine_translation ⭐ 8

Vietnamese and Chinese to English

Code for EMNLP 2022 main conference paper "Information-Transport-based Policy for Simultaneous Translation"

Source code for WDCNMT: Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination

Kudasai: A Japanese-English preprocessor with automated translation capabilities using OpenAI and DeepL APIs, operable via CLI, WebGUI, or Console.

Code for ACL 2023 main conference paper "Understanding and Bridging the Modality Gap for Speech Translation".

Ilo Pi Ante Toki ⭐ 8

Neural machine translation between English and toki pona using transfer learning

Nmt_xfer_related_low_resource ⭐ 8

Lstm Machine Translation ⭐ 8

Implementation of Machine Translation via TensorFlow

Mateo Demo ⭐ 7

MAchine Translation Evaluation Online (MATEO)

Artificial Intelligence Toolkit, a powerful tool that makes your life better.

Nmt_soft_prototype ⭐ 7

neural machine translation with soft prototype

LeBLEU: Levenshtein/Letter-edit BLEU, N-gram-based Translation Evaluation Score for Morphologically Complex Languages

Constrained Levt ⭐ 7

Lexically Constrained Neural Machine Translation with Levenshtein Transformer

Wmt Trueskill ⭐ 7

Data and code used in the 2014 WMT, "Efficient Elicitation of Annotations for Human Evaluation of Machine Translation"

Drawgrayscale ⭐ 7

Neural Machine Translation for RDFS reasoning: code and datasets for "Deep learning for noise-tolerant RDFS reasoning" http://www.semantic-web-journal.net/content/deep-l

Sockeye Serving ⭐ 7

A containerized service for neural machine translation

Open Source Neural Machine Translation for Beginners.

Wmt21 Qe Task ⭐ 7

MBART Quality Estimator proposed in IST-Unbabel 2021 Submission for the Quality Estimation Shared Task

Binarizednmt ⭐ 7

Exploring ways to reduce Neural Machine Translation Memory and Computation through binarized networks

Aevnmt.pt ⭐ 6

PyTorch implementation of Auto-Encoding Variational Neural Machine Translation

Code for "Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation"

Ibm Models 1 2 3 ⭐ 6

Noisy Text ⭐ 6

Add noise to your text, can be used to improve synthetic training corpus for Neural Machine Translation

Complexitycontrolledmt ⭐ 6

Code for our paper: Controlling Text Complexity in Neural Machine Translation

Code for our paper "A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation"

Corpus Cleaner ⭐ 6

Natural-language corpus cleaning scripts

Cuneiform ⭐ 6

Machine translation and word embeddings of cuneiform corpuses

An NMT framework built on top of Joint Representation

Code for "On Dimensional Linguistic Properties of the Word Embedding Space".

Glrparser ⭐ 6

A GLR Parser for Natural Language Processing and Translation

Explicit Sentence Compression for Neural Machine Translation

Prompt4bli ⭐ 6

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Machine Translation ⭐ 6

Neural Machine Translation with Attention

Graphprop Smt ⭐ 6

Graph propagation for statistical machine translation

Char Level Neural Machine Translation Using Attention Mechanism ⭐ 6

Implementation of Character level NMT(Neural Machine Translation) using RNN and Attention Wrapper

English Mongolian Nmt Dataset Augmentation ⭐ 6

Generate initial 1 million neural machine translation warm up dataset from 700M Mongolian text dataset using Google Translate service.

Mt Evaluation ⭐ 6

Machine Translation (MT) Evaluation Scripts

Wait Info ⭐ 5

Source code for our EMNLP 2022 paper "Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation"

11731 Assignment 2 Baseline ⭐ 5

Baseline for assignment 2 of 11-731 "Machine Translation and Sequence-to-sequence Models" Fall 2019

Multitask_transformer ⭐ 5

Source code for "Improving Robustness of Neural Machine Translation with Multi-task Learning"

Seq2seq English French Machine Translation Model ⭐ 5

Seq2Seq English-French Machine Translation Model

Sense_aware_nmt ⭐ 5

Sense-aware Neural Machine Translation

Manns4nmt ⭐ 5

A series of models applying memory augmented neural networks to machine translation

Confidencethroughattention ⭐ 5

Confidence Through Attention

Scoring and analysis software for the evaluation of Knowledge Directed Artificial Intelligence Reasoning Over Schemas (KAIROS)

Mtenglish2odia ⭐ 5

Machine Translation from English to Odia language.

Neural Machine Translation

Sentiment Analysis On Hindi Reviews ⭐ 5

We have used 250 sentences of movie reviews available for research from IIT bombay and also crawled and manually annotated 750 reviews from jagran.com, In total 1000 reviews. After preprocessing the dataset, We generate the featureset as a vector-based approach using Term frequency, tfidf for unigrams and bigrams. Then we used three approaches to predict the sentiment of a review. Approaches used are Resource based, In-language semantic analysis and Machine Translation based semantic analysis.

Tatoeba Mt Benchmark ⭐ 5

Tatoeba machine translation benchmark and implementations of different seq2seq algorithms.

Sinkhorn Simultrans ⭐ 5

Implementation of the paper "Anticipation-Free Training for Simultaneous Machine Translation"

Translation ⭐ 5

Neural Machine Translation in PyTorch

Token_drop ⭐ 5

Token Drop mechanism for Neural Machine Translation

Medchat_app ⭐ 5

Minangnlp ⭐ 5

Minangkabau NLP corpus. PACLIC 2020

Vivi_translation ⭐ 5

Neural Machine Translation on Tensorflow

Bytenet Pf ⭐ 5

based on paarthneekhara/byteNet-tensorflow

Randomised Semiring Parsing

Machine Translation Diagnostics Tool

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