Tianyu Liu (刘天宇)

CS Ph.D. @ ICL, PKU

Publication

Selected Publications

Most recent publications on Google Scholar
* indicates Equal Contribution

2020

Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View
Tianyu Liu*, Xin Zheng*, Baobao Chang and Zhifang Sui
AAAI 2021

An Anchor-Based Automatic Evaluation Metric for Document Summarization
Kexiang Wang*, Tianyu Liu*, Baobao Chang and Zhifang Sui
COLING 2020 [paper]

An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference
Tianyu Liu*, Xin Zheng*, Xiaoan Ding, Baobao Chang and Zhifang Sui
CoNLL 2020 [arxiv][Adversarial Datasets]

Discrimatively-Tuned Generative Classifier for Robust Natural Language Inference
Xiaoan Ding*, Tianyu Liu*, Baobao Chang, Zhifang Sui and Kevin Gimpel
EMNLP 2020 [arxiv]

An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks
Lifu Tu*, Tianyu Liu* and Kevin Gimpel
EMNLP 2020 [arxiv][code]

HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
Tianyu Liu, Xin Zheng, Baobao Chang and Zhifang Sui
LREC2020 [paper][dataset(google drive)][dataset(tencent weiyun)]

2019

Towards Comprehensive Description Generation from Factual Attribute-Value Tables
Tianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu, Baobao Chang and Zhifang Sui
ACL2019 (poster)[paper]

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation
Shuming Ma, Pengcheng Yang, Tianyu Liu, Peng Li, Jie Zhou, Xu Sun
ACL2019 (poster)[paper]

Enhancing Topic-to-Essay Generation with External Commonsense Knowledge
Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu, Xu Sun
ACL2019[paper]

Learning to Control the Fine-grained Sentiment for Story Ending Generation
Fuli Luo*, Damai Dai*, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun
ACL2019[paper]

Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-text Generation: Learning Better Representation for Tables
Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang and Zhifang Sui
AAAI2019 (poster) [paper]

2018

Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention
Fuli Luo, Tianyu Liu, Zexue He, Qiaolin Xia, Baobao Chang and Zhifang Sui
EMNLP2018 (poster) [paper]

Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu, Houfeng Wang, Tianyu Liu, Shuming Ma
EMNLP2018 (oral) [paper]

Incorporating Glosses into Neural Word Sense Disambiguation
Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang and Zhifang Sui
ACL2018 (poster) [arxiv][code]

Table-to-text Generation by Structure-aware Seq2seq Learning
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang and Zhifang Sui
AAAI2018 (oral) [paper][cite][arxiv][code][slide]

Order-Planning Neural Text Generation From Structured Data
Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui
AAAI2018 (oral) [paper][cite][arxiv]

2017

A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction
Tianyu Liu, Kexiang Wang, Baobao Chang and Zhifang Sui
EMNLP2017 (poster) [paper][cite][code][poster]

Affinity-Preserving Random Walk for Multi-Document Summarization
Kexiang Wang, Tianyu Liu, Zhifang Sui, Baobao Chang
EMNLP2017 (oral) [paper][cite]

Large-scale Simple Question Generation by Template-based Seq2seq Learning
Tianyu Liu, Bingzhen Wei, Baobao Chang, Zhifang Sui
NLPCC2017 (oral, Best Student Paper) [paper][cite][code][news][slide]

2016

Encoding Temporal Information for Time-Aware Link Prediction
Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui
EMNLP2016 [paper][cite]

Towards Time-Aware Knowledge Graph Completion
Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang, Sujian Li, Zhifang Sui
COLING2016 [paper][cite]