no code implementations • 17 Apr 2024 • Frederic Kirstein, Jan Philip Wahle, Terry Ruas, Bela Gipp
Meeting summarization has become a critical task considering the increase in online interactions.
no code implementations • 27 Feb 2024 • Tomáš Horych, Martin Wessel, Jan Philip Wahle, Terry Ruas, Jerome Waßmuth, André Greiner-Petter, Akiko Aizawa, Bela Gipp, Timo Spinde
MAGPIE confirms that MTL is a promising approach for addressing media bias detection, enhancing the accuracy and efficiency of existing models.
1 code implementation • 19 Feb 2024 • Jan Philip Wahle, Terry Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad
This study examines the tendency to cite older work across 20 fields of study over 43 years (1980--2023).
1 code implementation • 5 Feb 2024 • Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
We, therefore, propose Text-Guided Image Clustering, i. e., generating text using image captioning and visual question-answering (VQA) models and subsequently clustering the generated text.
1 code implementation • 23 Oct 2023 • Jan Philip Wahle, Terry Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad
We analyzed ~77k NLP papers, ~3. 1m citations from NLP papers to other papers, and ~1. 8m citations from other papers to NLP papers.
1 code implementation • 23 Oct 2023 • Jan Philip Wahle, Bela Gipp, Terry Ruas
Current approaches in paraphrase generation and detection heavily rely on a single general similarity score, ignoring the intricate linguistic properties of language.
1 code implementation • 4 May 2023 • Mohamed Abdalla, Jan Philip Wahle, Terry Ruas, Aurélie Névéol, Fanny Ducel, Saif M. Mohammad, Karën Fort
Recent advances in deep learning methods for natural language processing (NLP) have created new business opportunities and made NLP research critical for industry development.
1 code implementation • 24 Mar 2023 • Jonas Becker, Jan Philip Wahle, Terry Ruas, Bela Gipp
Additionally, we identify four datasets as the most diverse and challenging for paraphrase detection.
no code implementations • 12 Jan 2023 • Jan Philip Wahle
We developed two methods to test our hypothesis that efficient architectures can gain knowledge from LMs and extract valuable information from lexical sources.
1 code implementation • 26 Oct 2022 • Frederic Kirstein, Jan Philip Wahle, Terry Ruas, Bela Gipp
Further, we find that choice and combinations of task families influence downstream performance more than the training scheme, supporting the use of task families for abstractive text summarization.
2 code implementations • 13 Oct 2022 • Terry Ruas, Jan Philip Wahle, Lennart Küll, Saif M. Mohammad, Bela Gipp
This paper presents CS-Insights, an interactive web application to analyze computer science publications from DBLP through multiple perspectives.
3 code implementations • 7 Oct 2022 • Jan Philip Wahle, Terry Ruas, Frederic Kirstein, Bela Gipp
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 original work.
1 code implementation • LREC 2022 • Jan Philip Wahle, Terry Ruas, Saif M. Mohammad, Bela Gipp
We present an initial analysis focused on the volume of computer science research (e. g., number of papers, authors, research activity), trends in topics of interest, and citation patterns.
1 code implementation • 15 Nov 2021 • Jan Philip Wahle, Nischal Ashok, Terry Ruas, Norman Meuschke, Tirthankar Ghosal, Bela Gipp
We expect that evaluating a broad spectrum of datasets and models will benefit future research in developing misinformation detection systems.
2 code implementations • 15 Jun 2021 • Jan Philip Wahle, Terry Ruas, Norman Meuschke, Bela Gipp
We present two supervised (pre-)training methods to incorporate gloss definitions from lexical resources into neural language models (LMs).
no code implementations • 23 Mar 2021 • Jan Philip Wahle, Terry Ruas, Norman Meuschke, Bela Gipp
The rise of language models such as BERT allows for high-quality text paraphrasing.
2 code implementations • 22 Mar 2021 • Jan Philip Wahle, Terry Ruas, Tomáš Foltýnek, Norman Meuschke, Bela Gipp
Employing paraphrasing tools to conceal plagiarized text is a severe threat to academic integrity.