Wangchunshu Zhou
4 papers in the PaperMetrix corpus
Papers by this author
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Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models
2020 · arXiv (Cornell University)
Automated evaluation of open domain natural language generation (NLG) models remains a challenge and widely used metrics such as BLEU and Perplexity can be misleading in some cases. In our paper, we propose to evaluate …
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Pre-training Text-to-Text Transformers for Concept-centric Common Sense
2021 · arXiv (Cornell University)
Pretrained language models (PTLM) have achieved impressive results in a range of natural language understanding (NLU) and generation (NLG) tasks that require a syntactic and semantic understanding of the text. However, current pre-training objectives such …
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Evaluating Large Language Models on Controlled Generation Tasks
2023 · arXiv (Cornell University)
While recent studies have looked into the abilities of large language models in various benchmark tasks, including question generation, reading comprehension, multilingual and etc, there have been few studies looking into the controllability of large …
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MIO: A Foundation Model on Multimodal Tokens
2024 · arXiv (Cornell University)
In this paper, we introduce MIO, a novel foundation model built on multimodal tokens, capable of understanding and generating speech, text, images, and videos in an end-to-end, autoregressive manner. While the emergence of large language …