Automatic Summarization for Creative Writing

Hybrid-Mode Workshop at COLING 2022 at Gyeongju, Republic of Korea, October 17th, 2022


Program Schedule

October 17th, 2022, Korean Standard Time (GMT+9)

09:00–10:30 Session 1

09:00–09:30     Invited Talk: Modeling and Evaluating Faithful Generation across Modalities
                         Mohit Bansal

09:30–10:00     Invited Talk: Controllable Content Creation With Planning
                         Shashi Narayan

10:00–10:20     IDN-Sum: A New Dataset for Interactive Digital Narrative Extractive Text Summarisation
                         Ashwathy T. Revi, Stuart E. Middleton and David E. Millard

10:50–12:30 Session 2

10:50–11:20     Invited Talk: Where did I read that? It was in a book. Challenges in Summarization of Book Chapters and Dialogues
                         Miguel Ballesteros

11:20–11:50     Invited Talk: Long Document Summarization using Efficient Attentions and Document Structure
                         Lu Wang

11:50–12:10     Summarization of Long Input Texts Using Multi-Layer Neural Network
                         Niladri Chatterjee, Aadyant Khatri and Raksha Agarwal

12:10–12:30     LED Finteuning and Recursive Summary Generation for Automatic Summarization of Chapters from Novels
                         Prerna Kashyap

13:50–15:40 Session 3

13:50–14:20     Invited Talk: Hierarchical 3D Adapters for Long Video-to-text Summarization
                         Mirella Lapata

14:20–14:40     TEAM UFAL @ CreativeSumm 2022: BART and SamSum based few-shot approach for creative Summarization
                         Rishu Kumar and Rudolf Rosa

14:40–15:00     Long Input Dialogue Summarization with Sketch Supervision for Summarization of Primetime Television Transcripts
                         Nataliia Kees, Thien Nguyen, Tobias Eder and Georg Groh

15:00–15:20     AMRTVSumm: AMR-augmented Hierarchical Network for TV Transcript Summarization
                         Yilun Hua, Zhaoyuan Deng and Zhijie Xu

15:20–15:40     Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts
                         Aditya Upadhyay, Nidhir Bhavsar, Aakash Bhatnagar, Muskaan Singh and Petr Motlicek

16:00–18:10 Session 4

16:00–16:30     Invited Talk: Towards Figurative Language Generation
                         Xiajun Wan

16:30–17:00     Invited Talk: Discourse Aware Text Summarization
                         Asli Celikyilmaz

17:00–17:20     A Two-Stage Summarization Model using Scene Attributes
                         Eunchong Kim, Taewoo Yoo, Gunhee Cho, Suyoung Bae and Yun-Gyung Cheong

17:20–17:40     Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization
                         Dongqi Pu, Xudong Hong, Pin-Jie Lin, Ernie Chang and Vera Demberg

17:40–18:10     Invited Talk: Summarizing Narratives with GPT-3: Measuring the next 5 years of progress
                         Greg Durrett

Invited Speakers:

  • Mirella Lapata, Edinburgh
  • Asli Celikyilmaz, Meta AI
  • Shashi Narayan, Google AI
  • Greg Durrett, UT Austin
  • Mohit Bansal, UNC
  • Miguel Ballesteros, Amazon
  • Lu Wang, Michigan
  • Xiaojun Wan, Peking University