📰 Workshop on New Frontiers in Summarization 2019 — accepted papers

Workshop on New Frontiers in Summarization 2019 is the 2019 edition of the Workshop on New Frontiers in Summarization, held in Hong Kong, China, November 2019 (publisher: Association for Computational Linguistics). The ACL Anthology lists 15 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Hong Kong, China · 🗓 November 2019

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive SummarizationBogdan Gliwa, Iwona Mochol, Maciej Biesek et al.335 citations · our summary
2. BillSum: A Corpus for Automatic Summarization of US LegislationAnastassia Kornilova, Vladimir Eidelman80 citations · our summary
3. Summary Level Training of Sentence Rewriting for Abstractive Summarization ↗Sanghwan Bae, Taeuk Kim, Jihoon Kim et al.66 citations
4. A Closer Look at Data Bias in Neural Extractive Summarization Models ↗Ming Zhong, Danqing Wang, Pengfei Liu et al.44 citations
5. Analyzing Sentence Fusion in Abstractive Summarization ↗Logan Lebanoff, John Muchovej, Franck Dernoncourt et al.40 citations
6. Abstractive Timeline Summarization ↗Julius Steen, Katja Markert34 citations
7. Unsupervised Aspect-Based Multi-Document Abstractive Summarization ↗Maximin Coavoux, Hady Elsahar, Matthias Gallé30 citations
8. Global Voices: Crossing Borders in Automatic News Summarization ↗Khanh Nguyen, Hal Daumé III28 citations
9. Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization ↗Diego Antognini, Boi Faltings20 citations
10. Exploiting Discourse-Level Segmentation for Extractive Summarization ↗Zhengyuan Liu, Nancy Chen19 citations

All accepted papers (15)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive SummarizationBogdan Gliwa, Iwona Mochol, Maciej Biesek et al.335 citations · our summary
2. BillSum: A Corpus for Automatic Summarization of US LegislationAnastassia Kornilova, Vladimir Eidelman80 citations · our summary
3. Summary Level Training of Sentence Rewriting for Abstractive Summarization ↗Sanghwan Bae, Taeuk Kim, Jihoon Kim et al.66 citations
4. A Closer Look at Data Bias in Neural Extractive Summarization Models ↗Ming Zhong, Danqing Wang, Pengfei Liu et al.44 citations
5. Analyzing Sentence Fusion in Abstractive Summarization ↗Logan Lebanoff, John Muchovej, Franck Dernoncourt et al.40 citations
6. Abstractive Timeline Summarization ↗Julius Steen, Katja Markert34 citations
7. Unsupervised Aspect-Based Multi-Document Abstractive Summarization ↗Maximin Coavoux, Hady Elsahar, Matthias Gallé30 citations
8. Global Voices: Crossing Borders in Automatic News Summarization ↗Khanh Nguyen, Hal Daumé III28 citations
9. Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization ↗Diego Antognini, Boi Faltings20 citations
10. Exploiting Discourse-Level Segmentation for Extractive Summarization ↗Zhengyuan Liu, Nancy Chen19 citations
11. Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations ↗Sangwoo Cho, Chen Li, Dong Yu et al.16 citations
12. An Editorial Network for Enhanced Document Summarization ↗Edward Moroshko, Guy Feigenblat, Haggai Roitman et al.11 citations
13. Towards Annotating and Creating Summary Highlights at Sub-sentence Level ↗Kristjan Arumae, Parminder Bhatia, Fei Liu7 citations
14. Answering Naturally: Factoid to Full length Answer Generation ↗Vaishali Pal, Manish Shrivastava, Irshad Bhat6 citations
15. Summarizing Relationships for Interactive Concept Map Browsers ↗Abram Handler, Premkumar Ganeshkumar, Brendan O'Connor et al.1 citation

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive SummarizationWorkshop on New Frontiers in SummarizationBogdan Gliwa, Iwona Mochol, Maciej Biesek, et al.2019 · 715 citations
2. BillSum: A Corpus for Automatic Summarization of US LegislationWorkshop on New Frontiers in SummarizationAnastassia Kornilova, Vladimir Eidelman2019 · 175 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

📝Summarization (2)🗨️Dialogue systems (1)⚖️Legal AI (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢SamsungWarsaw · Poland1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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