The scientific research process generally starts with the examination of the state of the art,
which may involve a vast number of publications. Automatically summarizing scientific …

In scientific research, the method is an indispensable means to solve scientific problems and
a critical research object. With the advancement of sciences, many scientific methods are …

The rapid development of science and technology has been accompanied by an
exponential growth in peer-reviewed scientific publications. At the same time, the review of …

Due to the exponential growth of online information, the ability to efficiently extract the most
informative content and target specific information without extensive reading is becoming …

Presentations are critical for communication in all areas of our lives, yet the creation of slide
decks is often tedious and time-consuming. There has been limited research aiming to …

Tasks, Datasets and Evaluation Metrics are important concepts for understanding
experimental scientific papers. However, most previous work on information extraction for …

We present the results of three Shared Tasks held at the Scholarly Document Processing
Workshop at EMNLP2020: CL-SciSumm, LaySumm and LongSumm. We report on each of …

Scientific articles contain various types of domain-specific entities and relations between
them. The entities and their relations succinctly capture important information about the topic …

The ubiquitous and layout-friendly PDF documents have multiple elements for disseminating
knowledge and require visual cues for interpretation. Users with visual impairments depend …

Extensive efforts in the past have been directed toward the development of summarization
datasets. However, a predominant number of these resources have been (semi) …