CV | Xiachong Feng

RESEARCH INTERESTS

Natural language processing, Summarization, AI+Neuroscience

EDUCATION

Ph.D. Student, Harbin Institute of Technology2018.9 - Present

Remote Intern, WING, National University of Singapore2020.8 - Present

B.E., Harbin Institute of Technology, WEIHAI2014.9 - 2018.6

Major: Software Engineering

TALK

Recent Advances in Large Language Models, at Interactive Data Exploration System (IDEAS) lab, Shandong University. 2023.5

Dialogue Summarization, at the Alibaba DAMO Academy, Language Technology Lab, Conversational AI. 2022.1

Dialogue Summarization, at the Natural Language Processing Lab at Tsinghua University: THUNLP. 2021.6

PREPRINT

Summarization Xiachong Feng, Xiaocheng Feng, Bing Qin. The Role of Summarization in Generative Agents: A Preliminary Perspective . arXiv Preprint 2023.

Brain-to-Text Xiachong Feng, Xiaocheng Feng, Bing Qin. Semantic-aware Contrastive Learning for Electroencephalography-to-Text Generation with Curriculum Learning. arXiv Preprint 2023.

Summarization Kun Zhu, Xiaocheng Feng, Xiachong Feng, Yingsheng Wu, Bing Qin. Hierarchical Catalogue Generation for Literature Review: A Benchmark. arXiv Preprint 2023.

Summarization Yichong Huang, Xiachong Feng, Xiaocheng Feng, Bing Qin. The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey. arXiv Preprint 2021. [Chinese Blog]

PUBLICATION

Summarization Xiachong Feng, Xiaocheng Feng, Bing Qin. A Survey on Dialogue Summarization: Recent Advances and New Frontiers. In Proceeding of The 31th International Joint Conference on Artificial Intelligence (IJCAI 2022). [Chinese Blog] [Google Doc]

Summarization Xiachong Feng, Xiaocheng Feng, Bing Qin. MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization. In The 2nd DialDoc workshop on Document-grounded Dialogue and Conversational Question Answering (ACL 2022 DialDoc Workshop). [Data] [Poster] [Slides]

Summarization Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu. Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization. In The 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021). [Code] [Poster] [Slides] [Chinese Blog]

Summarization Xiachong Feng, Xiaocheng Feng, Bing Qin, Xinwei Geng. Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization. In Proceeding of The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). [arXiv] [Code] [Poster] [Slides] [Chinese Blog]

Summarization Xiachong Feng, Xiaocheng Feng, Bing Qin. Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks. In The 20th China National Conference on Computational Linguistics (CCL 2021, 🏆 Best Paper Award). [Code] [Slides] [Chinese Blog]

Information Extraction Xiaocheng Feng, Xiachong Feng, Bing Qin, Zhangyin Feng, Ting Liu. Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer. In Proceeding of The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018). [Code] [Chinese Blog]

PATENTS

[CN113204627B] Xiaocheng Feng, Xiachong Feng, Bing Qin, Ting Liu, Kun Zhu. 2022. Dialogue Summarization System Using DialoGPT as A Feature Annotator.

TEACHING EXPERIENCE

TA, NUS Natural Language Processing: Foundations Sept.2022-June.2023

SERVICES

Conference Reviewer: NeurIPS 2023, ACL Rolling Review, ACL 2023; EMNLP 2021; NLPCC 2021; CCL 2021;

COMPETITION