research
∙
05/01/2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
Many recent advances in natural language generation have been fueled by ...
share
research
∙
05/24/2022
Chunk-based Nearest Neighbor Machine Translation
Semi-parametric models, which augment generation with retrieval, have le...
research
∙
04/26/2022
Efficient Machine Translation Domain Adaptation
Machine translation models struggle when translating out-of-domain text,...
research
∙
09/01/2021
∞-former: Infinite Memory Transformer
Transformers struggle when attending to long contexts, since the amount ...
research
∙
02/02/2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
We introduce GEM, a living benchmark for natural language Generation (NL...
research
∙
04/06/2020
Sparse Text Generation
Current state-of-the-art text generators build on powerful language mode...
research
∙
02/13/2020
Sparse and Structured Visual Attention
Visual attention mechanisms are widely used in multimodal tasks, such as...
research
∙
07/18/2019
Joint Learning of Named Entity Recognition and Entity Linking
Named entity recognition (NER) and entity linking (EL) are two fundament...
research
∙
07/09/2018
