Yizhong Wang
7 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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Automated Lay Language Summarization of Biomedical Scientific Reviews
2021 · Proceedings of the AAAI Conference on Artificial Intelligence
Health literacy has emerged as a crucial factor in making appropriate health decisions and ensuring treatment outcomes. However, medical jargon and the complex structure of professional language in this domain make health information especially hard …
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Self-Instruct: Aligning Language Models with Self-Generated Instructions
2022 · arXiv (Cornell University)
Large "instruction-tuned" language models (i.e., finetuned to respond to instructions) have demonstrated a remarkable ability to generalize zero-shot to new tasks. Nevertheless, they depend heavily on human-written instruction data that is often limited in quantity, …
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One Embedder, Any Task: Instruction-Finetuned Text Embeddings
2023
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu. Findings of the Association for Computational Linguistics: ACL 2023. 2023.
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Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
2023 · arXiv (Cornell University)
Since the release of TÜLU [Wang et al., 2023b], open resources for instruction tuning have developed quickly, from better base models to new finetuning techniques. We test and incorporate a number of these advances into …
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Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification
2018
Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang. Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2018.
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DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
2018
Wei He, Kai Liu, Jing Liu, Yajuan Lyu, Shiqi Zhao, Xinyan Xiao, Yuan Liu, Yizhong Wang, Hua Wu, Qiaoqiao She, Xuan Liu, Tian Wu, Haifeng Wang. Proceedings of the Workshop on Machine Reading for Question …
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Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
2022
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, …