research
∙
07/10/2023
TIM: Teaching Large Language Models to Translate with Comparison
Open-sourced large language models (LLMs) have demonstrated remarkable e...
share
research
∙
06/20/2023
Explicit Syntactic Guidance for Neural Text Generation
Most existing text generation models follow the sequence-to-sequence par...
research
∙
06/13/2023
Soft Language Clustering for Multilingual Model Pre-training
Multilingual pre-trained language models have demonstrated impressive (z...
research
∙
11/15/2022
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition
We present DualNER, a simple and effective framework to make full use of...
research
∙
11/07/2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding
Contrastive learning has become a new paradigm for unsupervised sentence...
research
∙
10/20/2022
Multi-Granularity Optimization for Non-Autoregressive Translation
Despite low latency, non-autoregressive machine translation (NAT) suffer...
research
∙
10/13/2022
Categorizing Semantic Representations for Neural Machine Translation
Modern neural machine translation (NMT) models have achieved competitive...
research
∙
03/22/2022
Task-guided Disentangled Tuning for Pretrained Language Models
Pretrained language models (PLMs) trained on large-scale unlabeled corpu...
research
∙
05/31/2021
On Compositional Generalization of Neural Machine Translation
Modern neural machine translation (NMT) models have achieved competitive...
research
∙
09/04/2020
Dynamic Context-guided Capsule Network for Multimodal Machine Translation
Multimodal machine translation (MMT), which mainly focuses on enhancing ...
research
∙
07/17/2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
Multi-modal neural machine translation (NMT) aims to translate source se...
research
∙
12/16/2019
Iterative Dual Domain Adaptation for Neural Machine Translation
Previous studies on the domain adaptation for neural machine translation...
research
∙
12/16/2019