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A Fine-grained Interpretability Evaluation Benchmark for Neural NLP



Lijie Wang , Yaozong Shen , Shuyuan Peng , Shuai Zhang , Xinyan Xiao , Hao Liu , Hongxuan Tang , Ying Chen , Hua Wu , Haifeng Wang


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Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss



Kun Wu , Lijie Wang , Zhenghua Li , Xinyan Xiao


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Unified Structure Generation for Universal Information Extraction



Yaojie Lu , Qing Liu , Dai Dai , Xinyan Xiao , Hongyu Lin , Xianpei Han , Le Sun , Hua Wu

* Accepted to the main conference of ACL2022 

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PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation



Zhe Hu , Hou Pong Chan , Jiachen Liu , Xinyan Xiao , Hua Wu , Lifu Huang


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UNIMO-2: End-to-End Unified Vision-Language Grounded Learning



Wei Li , Can Gao , Guocheng Niu , Xinyan Xiao , Hao Liu , Jiachen Liu , Hua Wu , Haifeng Wang

* Accepted by ACL2022 

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DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training



Luyang Huang , Guocheng Niu , Jiachen Liu , Xinyan Xiao , Hua Wu

* To appear at Findings of ACL 2022 

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Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods



Wei Li , Wenhao Wu , Moye Chen , Jiachen Liu , Xinyan Xiao , Hua Wu

* The first version 

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SgSum: Transforming Multi-document Summarization into Sub-graph Selection



Moye Chen , Wei Li , Jiachen Liu , Xinyan Xiao , Hua Wu , Haifeng Wang

* Accepted by EMNLP2021, Main Conference 

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A Multimodal Sentiment Dataset for Video Recommendation



Hongxuan Tang , Hao Liu , Xinyan Xiao , Hua Wu

* 6 pages, 4 figures 

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Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward



Zhe Hu , Zhiwei Cao , Hou Pong Chan , Jiachen Liu , Xinyan Xiao , Jinsong Su , Hua Wu


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