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