Integrating Pre-trained Language Model into Neural Machine Translation Oct 30, 2023 Language Modeling Language Modelling
— Unverified 0Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards Oct 23, 2023 Community Question Answering Domain Adaptation
Code Code Available 0Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing Oct 23, 2023 Machine Translation NMT
— Unverified 0Code-Switching with Word Senses for Pretraining in Neural Machine Translation Oct 21, 2023 Denoising Machine Translation
— Unverified 0On Synthetic Data for Back Translation Oct 20, 2023 de-en NMT
Code Code Available 0Ask Language Model to Clean Your Noisy Translation Data Oct 20, 2023 Language Modeling Language Modelling
— Unverified 0Direct Neural Machine Translation with Task-level Mixture of Experts models Oct 18, 2023 Direct NMT Large Language Model
— Unverified 0Enhancing Neural Machine Translation with Semantic Units Oct 17, 2023 Machine Translation NMT
Code Code Available 0Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance Oct 16, 2023 Machine Translation NMT
Code Code Available 0Towards Example-Based NMT with Multi-Levenshtein Transformers Oct 13, 2023 Domain Adaptation Imitation Learning
Code Code Available 0Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model Oct 10, 2023 Machine Translation NMT
— Unverified 0Hindi to English: Transformer-Based Neural Machine Translation Sep 23, 2023 Machine Translation NMT
— Unverified 0Domain Adaptation for Arabic Machine Translation: The Case of Financial Texts Sep 22, 2023 Articles Benchmarking
— Unverified 0OSN-MDAD: Machine Translation Dataset for Arabic Multi-Dialectal Conversations on Online Social Media Sep 21, 2023 Machine Translation NMT
— Unverified 0Towards Effective Disambiguation for Machine Translation with Large Language Models Sep 20, 2023 Benchmarking In-Context Learning
— Unverified 0RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans Sep 19, 2023 Grammatical Error Correction Machine Translation
Code Code Available 0MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods Sep 19, 2023 Machine Translation NMT
— Unverified 0Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation Sep 6, 2023 Decoder Domain Adaptation
— Unverified 0Gender-specific Machine Translation with Large Language Models Sep 6, 2023 coreference-resolution Coreference Resolution
— Unverified 0Impact of Visual Context on Noisy Multimodal NMT: An Empirical Study for English to Indian Languages Aug 30, 2023 Machine Translation NMT
Code Code Available 0A Classification-Guided Approach for Adversarial Attacks against Neural Machine Translation Aug 29, 2023 Adversarial Attack Machine Translation
Code Code Available 0An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation Aug 28, 2023 Machine Translation NMT
Code Code Available 0Ngambay-French Neural Machine Translation (sba-Fr) Aug 25, 2023 Machine Translation NMT
Code Code Available 0An Effective Method using Phrase Mechanism in Neural Machine Translation Aug 21, 2023 Machine Translation NMT
Code Code Available 0Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse Aug 18, 2023 All Machine Translation
— Unverified 0Fast Training of NMT Model with Data Sorting Aug 16, 2023 Machine Translation NMT
— Unverified 0Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark Aug 9, 2023 Code Search Code Translation
— Unverified 0Character-level NMT and language similarity Aug 8, 2023 Machine Translation NMT
— Unverified 0SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation Jul 31, 2023 de-en fr-en
— Unverified 0Joint Dropout: Improving Generalizability in Low-Resource Neural Machine Translation through Phrase Pair Variables Jul 24, 2023 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
Code Code Available 0Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic Transcripts Jul 17, 2023 automatic-speech-translation Imitation Learning
Code Code Available 0Enhancing Supervised Learning with Contrastive Markings in Neural Machine Translation Training Jul 17, 2023 Machine Translation NMT
— Unverified 0Syntax-Aware Complex-Valued Neural Machine Translation Jul 17, 2023 Decoder Machine Translation
— Unverified 0Pluggable Neural Machine Translation Models via Memory-augmented Adapters Jul 12, 2023 Machine Translation NMT
Code Code Available 0xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages Jun 22, 2023 NMT
— Unverified 0Towards Accurate Translation via Semantically Appropriate Application of Lexical Constraints Jun 21, 2023 NMT Translation
Code Code Available 0A Relaxed Optimization Approach for Adversarial Attacks against Neural Machine Translation Models Jun 14, 2023 Adversarial Attack Machine Translation
— Unverified 0Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization Jun 12, 2023 Decoder Machine Translation
Code Code Available 0Textual Augmentation Techniques Applied to Low Resource Machine Translation: Case of Swahili Jun 12, 2023 Data Augmentation Machine Translation
— Unverified 0Rethinking Translation Memory Augmented Neural Machine Translation Jun 12, 2023 Machine Translation NMT
— Unverified 0On Search Strategies for Document-Level Neural Machine Translation Jun 8, 2023 Machine Translation NMT
— Unverified 0Improving Long Context Document-Level Machine Translation Jun 8, 2023 Document Level Machine Translation Machine Translation
— Unverified 0Extract and Attend: Improving Entity Translation in Neural Machine Translation Jun 4, 2023 Decoder Machine Translation
— Unverified 0Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation Jun 2, 2023 NMT
Code Code Available 0Assessing the Importance of Frequency versus Compositionality for Subword-based Tokenization in NMT Jun 2, 2023 de-en Machine Translation
Code Code Available 0How Does Pretraining Improve Discourse-Aware Translation? May 31, 2023 Decoder Machine Translation
— Unverified 0Translation-Enhanced Multilingual Text-to-Image Generation May 30, 2023 Cross-lingual Text-to-Image Generation Crosslingual Text-to-Image Generation
— Unverified 0Augmenting Large Language Model Translators via Translation Memories May 27, 2023 In-Context Learning Language Modeling
— Unverified 0Do GPTs Produce Less Literal Translations? May 26, 2023 Machine Translation NMT
Code Code Available 0On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss May 26, 2023 Machine Translation NMT
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