Senior Applied Scientist at Amazon, Santa Clara, CA, USA
Email: DalstonChen [at] gmail [dot] com
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Jul. 10, 2023 Three papers accepted by ACL 2023. [NEW~]
Aug. 14, 2019 One paper accepted by EMNLP 2019.
Nov. 11, 2018 One paper accepted by AAAI 2019.
Aug. 10, 2018 One paper accepted by EMNLP 2018.
Nov. 11, 2017 Invited talk at student workshop of NLPCC 2017, Dalian, China.
Apr.23, 2017 One paper accepted by IJCAI 2017.
Mar. 30, 2017 One paper accepted by ACL 2017 as outstanding paper.
Jul. 24, 2015 Four papers accepted by EMNLP 2015
Apr. 23, 2015 Two papers accepted by ACL 2015.
My research interests are about deep learning and natural language processing, specifically on structured prediction problems and deep learning techniques. Currently, I mainly work on:
2020.2 - NOW Senior Applied Scientist at Amazon, Santa Clara, CA, USA.
2018.9 - 2020.2 Research Associate (PostDoc) at ILCC, University of Edinburgh, working with Prof. Ivan Titov.
2017.6 - 2017.11 Intern at NLC group, Microsoft research Asia (MSRA), working with Dr. Furu Wei & Prof. Ming Zhou.
2013.9 - 2018.6 Ph.D. in the NLP group, Fudan University, working with Prof. Xuanjing Huang & Prof. Xipeng Qiu.
2009.9 - 2013.6B.S. at College of Mathematics, Physics and Information Engineering, Zhejiang Normal University, working with Prof. Jianmin Han.
Hybrid Hierarchical Retrieval for Open-Domain Question Answering
Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi, Xinchi Chen, William Yang Wang, Zhiheng Huang
ACL Findings 2023 [paper]
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang
ACL Findings 2023 [paper]
Language Agnostic Multilingual Information Retrieval with Contrastive Learning
Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang
ACL Findings 2023 [paper]
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
Danilo Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henry Zhu, Xinchi Chen, Zhiheng Huang, Peng Xu, Andrew Arnold, Dan Roth
NAACL Findings 2022 [paper]
Contrastive Document Representation Learning with Graph Attention Networks
Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang
EMNLP Findings 2021 [paper]
Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks
Xinchi Chen, Chunchuan Lyu, Ivan Titov
EMNLP 2019 [paper]
Switch-LSTMs for Multi-Criteria Chinese Word Segmentation
Jingjing Gong*, Xinchi Chen* (* Equal contribution), Tao Gui, Xipeng Qiu
AAAI 2019 [paper]
Towards Diverse Text Generation with Inverse Reinforcement Learning
Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
IJCAI 2018 [paper]
Attention-Fused Deep Matching Network for Natural Language Inference
Chaoqun Duan, Lei Cui, Xinchi Chen, Furu Wei, Conghui Zhu, Tiejun Zhao
IJCAI 2018 [paper]
Convolutional Interaction Network for Natural Language Inference
Jingjing Gong, Xipeng Qiu, Xinchi Chen and Xuanjing Huang
EMNLP 2018 [paper]
A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging
Xinchi Chen, Xipeng Qiu & Xuanjing Huang
IJCAI 2017 [paper]
Adversarial Multi-Criteria Learning for Chinese WordSegmentation
Xinchi Chen, Zhan Shi, Xipeng Qiu & Xuanjing Huang
Long Short-Term Memory Neural Networks for Chinese Word Segmentation
Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Pengfei Liu & XuanjingHuang
Sentence Modeling with Gated Recursive Neural Network
Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Shiyu Wu & Xuanjing Huang
EMNLP 2015 (Short) [paper]
Transition based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks
Xinchi Chen, Yaqian Zhou, Chenxi Zhu, Xipeng Qiu & XuanjingHuang
EMNLP 2015 [paper]
Gated Recursive Neural Network For Chinese Word Segmentation
Xinchi Chen, Xipeng Qiu, Chenxi Zhu & Xuanjing Huang
A Re-Ranking Model For Dependency Parser With Recursive Convolutional Neural Network
Chenxi Zhu, XipengQiu, Xinchi Chen & XuanjingHuang
ACL 2015 [paper]
Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents
Pengfei Liu, XipengQiu, Xinchi Chen, Shiyu Wu &Xuanjing Huang
EMNLP 2015 [paper]
Neural sentence ordering
Xinchi Chen, Xipeng Qiu & Xuanjing Huang
End-to-End Neural Sentence Ordering Using Pointer Network
Jingjing Gong, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
Gaussian Mixture Embeddings for Multiple Word Prototypes
Xinchi Chen, Xipeng Qiu, Jingxiang Jiang, Xuanjing Huang
[arXiv]
Area Chairs
Conference Reveiwers
Journal Reveiwers