Booksum: A collection of datasets for long-form narrative summarization
The majority of available text summarization datasets include short-form source documents
that lack long-range causal and temporal dependencies, and often contain strong layout and …
that lack long-range causal and temporal dependencies, and often contain strong layout and …
Two Meanings of “Social Skills”: Proposing an Integrative Social Skills Framework
Business leaders and HR professionals have long recognized the importance of social skills
for effective organizational functioning, particularly in roles requiring high levels of …
for effective organizational functioning, particularly in roles requiring high levels of …
Contributionsum: Generating disentangled contributions for scientific papers
Contributions are essentially the core of every scientific research, highlighting their key
values to the academic community. Systems that are capable of identifying the contributions …
values to the academic community. Systems that are capable of identifying the contributions …
An interactive Co-Pilot for accelerated research ideation
In the realm of research support tools, there exists a notable void in resources tailored
specifically for aiding researchers during the crucial ideation phase of the research life …
specifically for aiding researchers during the crucial ideation phase of the research life …
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey
Research surveys have always posed a challenge for novice researchers who lack research
training. These researchers struggle to understand the directions within their research topic …
training. These researchers struggle to understand the directions within their research topic …
Fish-bone diagram of research issue: Gain a bird's-eye view on a specific research topic
Novice researchers often face difficulties in understanding a multitude of academic papers
and grasping the fundamentals of a new research field. To solve such problems, the …
and grasping the fundamentals of a new research field. To solve such problems, the …
INNOVATORS at SemEval-2021 task-11: a dependency parsing and bert-based model for extracting contribution knowledge from scientific papers
In this work, we describe our system submission to the SemEval 2021 Task 11: NLP
Contribution Graph Challenge. We attempt all the three sub-tasks in the challenge and …
Contribution Graph Challenge. We attempt all the three sub-tasks in the challenge and …
The State and Fate of Summarization Datasets
N Dahan, G Stanovsky - arXiv preprint arXiv:2411.04585, 2024 - arxiv.org
Automatic summarization has consistently attracted attention, due to its versatility and wide
application in various downstream tasks. Despite its popularity, we find that annotation …
application in various downstream tasks. Despite its popularity, we find that annotation …
LimGen: Probing the LLMs for Generating Suggestive Limitations of Research Papers
Examining limitations is a crucial step in the scholarly research reviewing process, revealing
aspects where a study might lack decisiveness or require enhancement. This aids readers in …
aspects where a study might lack decisiveness or require enhancement. This aids readers in …
VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case Law
Citing legal opinions is a key part of legal argumentation, an expert task that requires
retrieval, extraction and summarization of information from court decisions. The identification …
retrieval, extraction and summarization of information from court decisions. The identification …