Table of Contents

• Frontmatter [doi]
• Overview of the Third Workshop on Scholarly Document ProcessingArman Cohan, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Drahomira Herrmannova, Petr Knoth, Kyle Lo, Philipp Mayr 0001, Michal Shmueli-Scheuer, Anita de Waard, Lucy Lu Wang. 1-6 [doi]
• Finding Scientific Topics in Continuously Growing Text CorporaAndré Bittermann, Jonas Rieger. 7-18 [doi]
• Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation RecommendationZoran Medic, Jan Snajder. 19-31 [doi]
• Investigating the detection of Tortured Phrases in Scientific LiteraturePuthineath Lay, Martin Lentschat, Cyril Labbé. 32-36 [doi]
• Lightweight Contextual Logical Structure RecoveryPo-Wei Huang, Abhinav Ramesh Kashyap, Yanxia Qin, Yajing Yang, Min-Yen Kan. 37-48 [doi]
• Citation Context Classification: Critical vs Non-criticalSonita Te, Amira Barhoumi, Martin Lentschat, Frédérique Bordignon, Cyril Labbé, François Portet. 49-53 [doi]
• Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric LearningKaito Sugimoto, Akiko Aizawa. 54-68 [doi]
• Identifying Medical Paraphrases in Scientific versus Popularization Texts in French for Laypeople UnderstandingIoana Buhnila. 69-79 [doi]
• Multi-objective Representation Learning for Scientific Document RetrievalMathias Parisot, Jakub Zavrel. 80-88 [doi]
• Visualisation Methods for Diachronic Semantic ShiftRaef Kazi, Alessandra Amato, Shenghui Wang, Doina Bucur. 89-94 [doi]
• Unsupervised Partial Sentence Matching for Cited Text IdentificationKathryn Ricci, Haw-Shiuan Chang, Purujit Goyal, Andrew McCallum. 95-104 [doi]
• Multi-label Classification of Scientific Research Documents Across Domains and LanguagesAutumn Toney, James Dunham. 105-114 [doi]
• Investigating Metric Diversity for Evaluating Long Document SummarisationCai Yang, Stephen Wan. 115-125 [doi]
• Exploiting Unary Relations with Stacked Learning for Relation ExtractionYuan Zhuang, Ellen Riloff, Kiri L. Wagstaff, Raymond Francis, Matthew P. Golombek, Leslie K. Tamppari. 126-137 [doi]
• Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic IndexingNima Ebadi, Anthony Rios, Peyman Najafirad. 138-151 [doi]
• A Japanese Masked Language Model for Academic DomainHiroki Yamauchi, Tomoyuki Kajiwara, Marie Katsurai, Ikki Ohmukai, Takashi Ninomiya. 152-157 [doi]
• Named Entity Inclusion in Abstractive Text SummarizationSergey Berezin, Tatiana Batura. 158-162 [doi]
• Named Entity Recognition Based Automatic Generation of Research HighlightsTohida Rehman, Debarshi Kumar Sanyal, Prasenjit Majumder, Samiran Chattopadhyay. 163-169 [doi]
• Citation Sentence Generation Leveraging the Content of Cited PapersAkito Arita, Hiroaki Sugiyama, Kohji Dohsaka, Rikuto Tanaka, Hirotoshi Taira. 170-174 [doi]
• Overview of MSLR2022: A Shared Task on Multi-document Summarization for Literature ReviewsLucy Lu Wang, Jay DeYoung, Byron C. Wallace. 175-180 [doi]
• LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisationYulia Otmakhova 0001, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau. 181-187 [doi]
• Evaluating Pre-Trained Language Models on Multi-Document Summarization for Literature ReviewsBenjamin Yu. 188-192 [doi]
• Exploring the limits of a base BART for multi-document summarization in the medical domainIshmael Obonyo, Silvia Casola, Horacio Saggion. 193-198 [doi]
• Abstractive Approaches To Multidocument Summarization Of Medical Literature ReviewsRahul Tangsali, Aditya Jagdish Vyawahare, Aditya Vyankatesh Mandke, Onkar Rupesh Litake, Dipali Dattatray Kadam. 199-203 [doi]
• An Extractive-Abstractive Approach for Multi-document Summarization of Scientific Articles for Literature ReviewKartik Shinde, Trinita Roy, Tirthankar Ghosal. 204-209 [doi]
• Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific PapersYury Kashnitsky, Drahomira Herrmannova, Anita de Waard, George Tsatsaronis 0001, Catriona Fennell, Cyril Labbé. 210-213 [doi]
• SynSciPass: detecting appropriate uses of scientific text generationDomenic Rosati. 214-222 [doi]
• Detecting generated scientific papers using an ensemble of transformer modelsAnna Glazkova, Maksim Glazkov. 223-228 [doi]
• Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science PublicationsTornike Tsereteli, Yavuz Selim Kartal, Simone Paolo Ponzetto, Andrea Zielinski, Kai Eckert 0001, Philipp Mayr 0001. 229-246 [doi]
• Varanalysis@SV-Ident 2022: Variable Detection and Disambiguation Based on Semantic SimilarityAlica Hövelmeyer, Yavuz Selim Kartal. 247-252 [doi]
• Benchmark for Research Theme Classification of Scholarly DocumentsÓscar E. Mendoza, Wojciech Kusa, Alaa El-Ebshihy, Ronin Wu, David Pride, Petr Knoth, Drahomira Herrmannova, Florina Piroi, Gabriella Pasi, Allan Hanbury. 253-262 [doi]
• Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP)Arman Cohan, Guy Feigenblat, Tirthankar Ghosal, Michal Shmueli-Scheuer. 263-267 [doi]
• Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS)Abbas Akkasi. 268-272 [doi]
• GUIR @ MuP 2022: Towards Generating Topic-aware Multi-perspective Summaries for Scientific DocumentsSajad Sotudeh, Nazli Goharian. 273-278 [doi]
• LTRC @MuP 2022: Multi-Perspective Scientific Document Summarization Using Pre-trained Generation ModelsAshok Urlana, Nirmal Surange, Manish Shrivastava 0001. 279-284 [doi]
• Team AINLPML @ MuP in SDP 2021: Scientific Document Summarization by End-to-End Extractive and Abstractive ApproachSandeep Kumar, Guneet Singh Kohli, Kartik Shinde, Asif Ekbal. 285-290 [doi]