Xiachong Feng (冯夏冲)

Text Generation Group
Research Center for Social Computing and Information Retrieval (SCIR)
Harbin Institute of Technology

Contact: xiachongfeng1996 [at] gmail.com
More about me: Google Scholar / Github / [Get CV in PDF]

Preprints

• Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization
  Xiachong Feng, Xiaocheng Feng, Xiyuan Du, Min-Yen KAN, Bing Qin.
  arXiv:2308.03275 [paper (Under Journal Review)]
• The Role of Summarization in Generative Agents: A Preliminary Perspective
  Xiachong Feng, Xiaocheng Feng, Bing Qin.
  arXiv:2305.01253 [paper]
• Hierarchical Catalogue Generation for Literature Review: A Benchmark
  Kun Zhu, Xiaocheng Feng, Xiachong Feng, Yingsheng Wu, Bing Qin.
  arXiv:2304.03512 [paper]
• The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey
  Yichong Huang, Xiachong Feng, Xiaocheng Feng, Bing Qin.
  arXiv:2104.14839 [paper] [blog]

Publications [Google Scholar]

• Aligning Semantic in Brain and Language: A Curriculum Contrastive Method for Electroencephalography-to-Text Generation
  Xiachong Feng, Xiaocheng Feng, Bing Qin, Ting Liu.
  IEEE Transactions on Neural Systems and Rehabilitation Engineering [paper]
• A Survey on Dialogue Summarization: Recent Advances and New Frontiers
  Xiachong Feng, Xiaocheng Feng, Bing Qin.
  IJCAI 2022 [paper] [blog] [google doc]
• Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
  Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu.
  ACL 2021[paper] [code] [poster] [slides] [blog]
• Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization
  Xiachong Feng, Xiaocheng Feng, Bing Qin, Xinwei Geng.
  IJCAI 2021 [paper] [code] [poster] [slides] [blog]
• Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks
  Xiachong Feng, Xiaocheng Feng, Bing Qin.
  CCL 2021 🏆 Best Paper Award | [paper] [code] [slides] [blog]
• Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer
  Xiaocheng Feng, Xiachong Feng, Bing Qin, Zhangyin Feng, Ting Liu
  IJCAI 2018 [paper] [code] [blog]
• MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization
  Xiachong Feng, Xiaocheng Feng, Bing Qin.
  ACL 2022 DialDoc Workshop [paper] [data] [poster] [slides]
• Dialogue Context Modelling for Action Item Detection: Solution for ICASSP 2023 Mug Challenge Track 5
  Jie Huang, Xiachong Feng, Yangfan Ye, Liang Zhao, Xiaocheng Feng, Bing Qin, Ting Liu
  ICASSP 2023 Challenge [paper]

Patents

• Dialogue Summarization System Using DialoGPT as A Feature Annotator
  Xiaocheng Feng, Xiachong Feng, Bing Qin, Ting Liu, Kun Zhu
  1st student author. [CN113204627B]
• A Method for Abstractive Dialogue Summarization by Incorporating Commonsense Knowledge
  Xiaocheng Feng, Xiachong Feng, Bing Qin, Ting Liu.
  1st student author. [CN112148863B]
• A Method for Abstractive Meeting Summarization Based on Graph Convolutional Networks
  Xiaocheng Feng, Bing Qin, Xiachong Feng, Ting Liu.
  1st student author. [CN111460132B]