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03/08/2023
Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models
ChatGPT is attracting a cross-field interest as it provides a language i...
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10/21/2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning
Commonsense generation aims to generate a realistic sentence describing ...
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05/23/2022
A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation
Non-Autoregressive generation is a sequence generation paradigm, which r...
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04/27/2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation
Dialog response generation in open domain is an important research topic...
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01/26/2022
CodeRetriever: Unimodal and Bimodal Contrastive Learning
In this paper, we propose the CodeRetriever model, which combines the un...
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05/26/2021
Improving Sign Language Translation with Monolingual Data by Sign Back-Translation
Despite existing pioneering works on sign language translation (SLT), th...
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05/11/2021
EL-Attention: Memory Efficient Lossless Attention for Generation
Transformer model with multi-head attention requires caching intermediat...
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04/16/2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Now, the pre-training technique is ubiquitous in natural language proces...
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10/21/2020
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
In a sponsored search engine, generative retrieval models are recently p...
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04/03/2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
In this paper, we introduce XGLUE, a new benchmark dataset to train larg...
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01/13/2020