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Proceedings of the Second Workshop on Information Extraction from Scientific Publications
Tirthankar Ghosal | Felix Grezes | Thomas Allen | Kelly Lockhart | Alberto Accomazzi | Sergi Blanco-Cuaresma

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Investigating the Impact of Syntax-Enriched Transformers on Quantity Extraction in Scientific Texts
Necva Bölücü | Maciej Rybinski | Stephen Wan

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NanoNER: Named Entity Recognition for Nanobiology Using Experts’ Knowledge and Distant Supervision
Ran Cheng | Martin Lentschat | Cyril Labbe

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Relation Extraction from Scientific Texts in Russian with Limited Training Data
Olga Tikhobaeva | Elena Bruches

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Extracting Definienda in Mathematical Scholarly Articles with Transformers
Shufan Jiang | Pierre Senellart

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A Novel Dataset Towards Extracting Virus-Host Interactions
Rasha R. Alshawi | Atriya Sen | Nathan S. Upham | Beckett Sterner

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Detection of Tortured Phrases in Scientific Literature
Eléna Martel | Martin Lentschat | Cyril Labbe

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AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Tuan Dung Nguyen | Yuan-Sen Ting | Ioana Ciuca | Charles O’Neill | Ze-Chang Sun | Maja Jabłońska | Sandor Kruk | Ernest Perkowski | Jack Miller | Jason Jason Jingsh Li | Josh Peek | Kartheik Iyer | Tomasz Rozanski | Pranav Khetarpal | Sharaf Zaman | David Brodrick | Sergio J. Rodriguez Mendez | Thang Bui | Alyssa Goodman | Alberto Accomazzi | Jill Naiman | Jesse Cranney | Kevin Schawinski | Roberta Raileanu

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LaTeX Rainbow: Universal LaTeX to PDF Document Semantic & Layout Annotation Framework
Changxu Duan | Zhiyin Tan | Sabine Bartsch

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Leveraging the Fusion-in-Decoder for Label Classification
Azumi Okuda | Hideya Mino | Taro Miyazaki | Jun Goto

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Enhancing Academic Title Generation Using SciBERT and Linguistic Rules
Elena Callegari | Peter Vajdecka | Desara Xhura | Anton Karl Ingason

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MuLMS: A Multi-Layer Annotated Text Corpus for Information Extraction in the Materials Science Domain
Timo Pierre Schrader | Matteo Finco | Stefan Grünewald | Felix Hildebrand | Annemarie Friedrich

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An End-to-End Pipeline for Bibliography Extraction from Scientific Articles
Bikash Joshi | Anthi Symeonidou | Syed Mazin Danish | Floris Hermsen

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Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers
Charlie George | Andreas Stuhlmueller

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APCS: Towards Argument Based Pros and Cons Summarization of Peer Reviews
Sandeep Kumar | Tirthankar Ghosal | Asif Ekbal

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On the Use of Language Models for Function Identification of Citations in Scholarly Papers
Tomoki Ikoma | Shigeki Matsubara

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Automated Citation Function Classification and Context Extraction in Astrophysics: Leveraging Paraphrasing and Question Answering
Hariram Veeramani | Surendrabikram Thapa | Usman Naseem

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Function of Citation in Astrophysics Literature (FOCAL): Findings of the Shared Task
Felix Grezes | Thomas Allen | Tirthankar Ghosal | Sergi Blanco-Cuaresma