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A survey of pre-trained language models for processing scientific text
X Ho, AKD Nguyen, AT Dao, J Jiang, Y Chida… - ar** pace with the rapid growth of scientific LMs (SciLMs) has become a daunting task …
How large language models are transforming machine-paraphrased plagiarism
The recent success of large language models for text generation poses a severe threat to
academic integrity, as plagiarists can generate realistic paraphrases indistinguishable from …
academic integrity, as plagiarists can generate realistic paraphrases indistinguishable from …
Forgotten knowledge: Examining the citational amnesia in NLP
Citing papers is the primary method through which modern scientific writing discusses and
builds on past work. Collectively, citing a diverse set of papers (in time and area of study) is …
builds on past work. Collectively, citing a diverse set of papers (in time and area of study) is …
The elephant in the room: Analyzing the presence of big tech in natural language processing research
Recent advances in deep learning methods for natural language processing (NLP) have
created new business opportunities and made NLP research critical for industry …
created new business opportunities and made NLP research critical for industry …
The Nature of NLP: Analyzing Contributions in NLP Papers
Natural Language Processing (NLP) is a dynamic, interdisciplinary field that integrates
intellectual traditions from computer science, linguistics, social science, and more. Despite …
intellectual traditions from computer science, linguistics, social science, and more. Despite …
Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields
This study examines the tendency to cite older work across 20 fields of study over 43 years
(1980--2023). We put NLP's propensity to cite older work in the context of these 20 other …
(1980--2023). We put NLP's propensity to cite older work in the context of these 20 other …
Artificial Intelligence Based Architecture to Enhance Cloud Computing Security
Cloud computing (CC) provides users with online access to network services, including
enhanced, transparent user management and the capacity to gather and process data. A …
enhanced, transparent user management and the capacity to gather and process data. A …
Heterogeneous Graph Convolutional Network Based on Correlation Matrix
L Qiu, J Zhou, C **g, Y Liu - Big Data Research, 2023 - Elsevier
Heterogeneous graph embedding maps a high-dimension graph that has different sorts of
nodes and edges to a low-dimensional space, making it perform well in downstream tasks …
nodes and edges to a low-dimensional space, making it perform well in downstream tasks …
Analyzing the State of Computer Science Research with the DBLP Discovery Dataset
L Küll - arxiv preprint arxiv:2212.00629, 2022 - arxiv.org
The number of scientific publications continues to rise exponentially, especially in Computer
Science (CS). However, current solutions to analyze those publications restrict access …
Science (CS). However, current solutions to analyze those publications restrict access …
Recurrent Collaboration Foster Non-Local Transition of Research Interest: Evidence from the Computer Science Domain
Z Lyu - 2024 - knowledge.uchicago.edu
This thesis investigates the development of research interests in the field of computer sci-
ence by examining how researchers transition between research objects and how different …
ence by examining how researchers transition between research objects and how different …