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08/01/2023
Towards Effective Ancient Chinese Translation: Dataset, Model, and Evaluation
Interpreting ancient Chinese has been the key to comprehending vast Chin...
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05/26/2023
Zero-shot Visual Question Answering with Language Model Feedback
In this paper, we propose a novel language model guided captioning appro...
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05/26/2023
Learning to Imagine: Visually-Augmented Natural Language Generation
People often imagine relevant scenes to aid in the writing process. In t...
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05/24/2023
Not All Metrics Are Guilty: Improving NLG Evaluation with LLM Paraphrasing
Most research about natural language generation (NLG) relies on evaluati...
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05/18/2023
The Web Can Be Your Oyster for Improving Large Language Models
Large language models (LLMs) encode a large amount of world knowledge. H...
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05/11/2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Large language models (LLMs) demonstrate impressive multilingual capabil...
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02/28/2023
A Survey on Long Text Modeling with Transformers
Modeling long texts has been an essential technique in the field of natu...
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12/26/2022
TextBox 2.0: A Text Generation Library with Pre-trained Language Models
To facilitate research on text generation, this paper presents a compreh...
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10/24/2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
We study the text generation task under the approach of pre-trained lang...
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06/24/2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Pre-trained language models (PLMs) have achieved notable success in natu...
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05/03/2022
Learning to Transfer Prompts for Text Generation
Pretrained language models (PLMs) have made remarkable progress in text ...
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05/03/2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models
Nowadays, pretrained language models (PLMs) have dominated the majority ...
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01/21/2022
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation
Recently, pretrained language models (PLMs) have made exceptional succes...
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01/14/2022
A Survey of Pretrained Language Models Based Text Generation
Text Generation aims to produce plausible and readable text in human lan...
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06/03/2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
This paper studies how to automatically generate a natural language text...
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05/21/2021
Pretrained Language Models for Text Generation: A Survey
Text generation has become one of the most important yet challenging tas...
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03/10/2021
Session-based Social and Dependency-aware Software Recommendation
With the increase of complexity of modern software, social collaborative...
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01/06/2021