Mengwen Liu

According to our database, Mengwen Liu authored at least 22 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Faithfulness-Aware Decoding Strategies for Abstractive Summarization.

David Wan, Mengwen Liu, Kathleen R. McKeown, Markus Dreyer, Mohit Bansal

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive Summarization.

Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations.

Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Analyzing the Abstractiveness-Factuality Tradeoff With Nonlinear Abstractiveness Constraints.

Markus Dreyer, Mengwen Liu, Feng Nan, Sandeep Atluri, Sujith Ravi

CoRR, 2021

Transductive Learning for Abstractive News Summarization.

Arthur Brazinskas, Mengwen Liu, Ramesh Nallapati, Sujith Ravi, Markus Dreyer

CoRR, 2021

Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters.

Ramakanth Pasunuru, Mengwen Liu, Mohit Bansal, Sujith Ravi, Markus Dreyer

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2019

Multi-Task Networks with Universe, Group, and Task Feature Learning.

Shiva Pentyala, Mengwen Liu, Markus Dreyer

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

A New TV World for Kids - When ZUI Meets Deep Learning.

Haohong Wang, Yaoyuan Fu, Yang Li, Guanghan Ning, Zhihai He, Mengwen Liu

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

2017

Product review summarization through question retrieval and diversification.

Mengwen Liu, Yi Fang, Alexander G. Choulos, Dae Hoon Park, Xiaohua Hu

Inf. Retr. J., 2017

Which used product is more sellable? A time-aware approach.

Mengwen Liu, Wanying Ding, Dae Hoon Park, Yi Fang, Rui Yan, Xiaohua Hu

Inf. Retr. J., 2017

Integrating extra knowledge into word embedding models for biomedical NLP tasks.

Yuan Ling, Yuan An, Mengwen Liu, Sadid A. Hasan, Ye-tian Fan, Xiaohua Hu

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Bacterial named entity recognition based on dictionary and conditional random field.

Xiaoyan Wang, Xingpeng Jiang, Mengwen Liu, Tingting He, Xiaohua Hu

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Retrieving Non-Redundant Questions to Summarize a Product Review.

Mengwen Liu, Yi Fang, Dae Hoon Park, Xiaohua Hu, Zhengtao Yu

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

A Unified Energy-based Framework for Learning to Rank.

Yi Fang, Mengwen Liu

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Mobile App Retrieval for Social Media Users via Inference of Implicit Intent in Social Media Text.

Dae Hoon Park, Yi Fang, Mengwen Liu, ChengXiang Zhai

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Leveraging User Reviews to Improve Accuracy for Mobile App Retrieval.

Dae Hoon Park, Mengwen Liu, ChengXiang Zhai, Haohong Wang

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Scalable user intent mining using a multimodal Restricted Boltzmann Machine.

Yue Shang, Wanying Ding, Mengwen Liu, Xiaoli Song, Tony Hu, Yuan An, Haohong Wang, Lifan Guo

Proceedings of the International Conference on Computing, Networking and Communications, 2015

Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization.

Rui Yan, Xiang Li, Mengwen Liu, Xiaohua Hu

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Pairwise Topic Model via relation extraction.

Xiaoli Song, Yue Shang, Yuan Ling, Mengwen Liu, Xiaohua Hu

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Relation extraction from biomedical literature with minimal supervision and grouping strategy.

Mengwen Liu, Yuan Ling, Yuan An, Xiaohua Hu

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

An evaluation of identification of suspected autism spectrum disorder (ASD) cases in early intervention (EI) records.

Mengwen Liu, Yuan An, Xiaohua Hu, Debra Langer, Craig Newschaffer, Lindsay Shea

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

An error detecting and tagging framework for reducing data entry errors in electronic medical records (EMR) system.

Yuan Ling, Yuan An, Mengwen Liu, Xiaohua Hu

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013