Extremely low-resource machine translation for closely related languages May 27, 2021 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
— Unverified How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? May 27, 2021 Diversity Knowledge Distillation
— Unverified Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort May 27, 2021 Machine Translation Translation
Code Code Available TranSmart: A Practical Interactive Machine Translation System May 27, 2021 Machine Translation Sentence
— Unverified Adaptive Nearest Neighbor Machine Translation May 27, 2021 Machine Translation NMT
Code Code Available Selective Knowledge Distillation for Neural Machine Translation May 27, 2021 Knowledge Distillation Machine Translation
Code Code Available Joint Optimization of Tokenization and Downstream Model May 26, 2021 Machine Translation model
Code Code Available Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation May 26, 2021 Diversity Machine Translation
Code Code Available Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection May 25, 2021 Data Augmentation Decoder
— Unverified IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion May 25, 2021 Machine Translation Sentence
— Unverified Prevent the Language Model from being Overconfident in Neural Machine Translation May 24, 2021 Hallucination Language Modeling
Code Code Available Neural Machine Translation with Monolingual Translation Memory May 24, 2021 Domain Adaptation Machine Translation
Code Code Available AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly May 22, 2021 Bayesian Optimisation Bayesian Optimization
Code Code Available Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices May 21, 2021 Electrical Engineering Knowledge Graphs
— Unverified Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining May 21, 2021 Language Modeling Language Modelling
— Unverified Contrastive Learning for Many-to-many Multilingual Neural Machine Translation May 20, 2021 Contrastive Learning Data Augmentation
Code Code Available Learning Language Specific Sub-network for Multilingual Machine Translation May 19, 2021 Attribute Machine Translation
Code Code Available Investigating Math Word Problems using Pretrained Multilingual Language Models May 19, 2021 Machine Translation Math
Code Code Available Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing May 18, 2021 Decoder Language Modelling
— Unverified Solving the electronic Schrödinger equation for multiple nuclear geometries with weight-sharing deep neural networks May 18, 2021 Machine Translation Transfer Learning
Code Code Available Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model May 18, 2021 Clustering Decoder
Code Code Available Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation May 18, 2021 Machine Translation NMT
Code Code Available Ensemble-based Transfer Learning for Low-resource Machine Translation Quality Estimation May 17, 2021 Machine Translation Miscellaneous
— Unverified Breaking Down Multilingual Machine Translation May 16, 2021 Decoder Machine Translation
— Unverified Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters May 16, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified LiSTra, Automatic Speech Translation: English to Lingala case study May 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Data Augmentation for Sign Language Gloss Translation May 16, 2021 Data Augmentation Low Resource Neural Machine Translation
— Unverified From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding May 15, 2021 intent-classification Intent Classification
Code Code Available DirectQE: Direct Pretraining for Machine Translation Quality Estimation May 15, 2021 Machine Translation Translation
— Unverified Rethinking Skip Connection with Layer Normalization in Transformers and ResNets May 15, 2021 image-classification Image Classification
— Unverified Dynamic Multi-Branch Layers for On-Device Neural Machine Translation May 14, 2021 Machine Translation NMT
Code Code Available Do Context-Aware Translation Models Pay the Right Attention? May 14, 2021 Machine Translation Translation
Code Code Available Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction May 12, 2021 Machine Translation NMT
Code Code Available Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders May 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Can You Traducir This? Machine Translation for Code-Switched Input May 11, 2021 Machine Translation Translation
— Unverified Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora May 11, 2021 Cross-Lingual Information Retrieval Information Retrieval
— Unverified Automatic Classification of Human Translation and Machine Translation: A Study from the Perspective of Lexical Diversity May 10, 2021 Classification Diversity
— Unverified Self-Guided Curriculum Learning for Neural Machine Translation May 10, 2021 Machine Translation NMT
— Unverified FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition May 9, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified FNet: Mixing Tokens with Fourier Transforms May 9, 2021 Linguistic Acceptability Machine Translation
Code Code Available Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation May 9, 2021 Low Resource Neural Machine Translation Low-Resource Neural Machine Translation
Code Code Available Duplex Sequence-to-Sequence Learning for Reversible Machine Translation May 7, 2021 Machine Translation Translation
Code Code Available Measuring and Increasing Context Usage in Context-Aware Machine Translation May 7, 2021 Document Level Machine Translation Machine Translation
Code Code Available ResMLP: Feedforward networks for image classification with data-efficient training May 7, 2021 Data Augmentation Fine-Grained Image Classification
Code Code Available Learning Shared Semantic Space for Speech-to-Text Translation May 7, 2021 Machine Translation Speech-to-Text
Code Code Available Aligning Subtitles in Sign Language Videos May 6, 2021 Machine Translation Translation
— Unverified Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods May 5, 2021 Machine Translation Natural Language Understanding
Code Code Available Data Augmentation by Concatenation for Low-Resource Translation: A Mystery and a Solution May 4, 2021 Data Augmentation Diversity
— Unverified Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations May 1, 2021 Document Classification Information Retrieval
— Unverified Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias May 1, 2021 Knowledge Distillation Machine Translation
Code Code Available 