Accepted Papers at SDP 2020: Proceedings

Congratulations to the authors! We have 9 oral, 10 poster, and 2 demo presentations in the research track.

Oral Presentations

• Acknowledgement Entity Recognition in CORD-19 Papers (Oral)
  Jian Wu, Pei Wang, Xin Wei, Sarah Rajtmajer, C Lee Giles and Christopher Griffin
• Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset (Oral)
  Jimmy Lin
• DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers (Oral)
  Meng Ling and Jian Chen
• Effective distributed representations for academic expert search (Oral)
  Mark Berger, Jakub Zavrel and Paul Groth
• Improved Local Citation Recommendation Based on Context Enhanced with Global Information (Oral)
  Zoran Medić and Jan Snajder
• Learning CNF Blocking for Large-scale Author Name Disambiguation (Oral)
  Kunho Kim, Athar Sefid and C Lee Giles
• Reconstructing Manual Information Extraction with DB-to-Document Backprojection: Experiments in the Life Science Domain (Oral)
  Mark-Christoph Müller, Sucheta Ghosh, Maja Rey, Ulrike Wittig, Wolfgang Müller, and Michael Strube
• The Impact of Preprint Servers in the Formation of Novel Ideas (Oral)
  Swarup Satish, Zonghai Yao, Andrew Drozdov and Boris Veytsman
• Towards an Expert-Based Question Answering System for COVID-19 Literature (Oral)
  Rohan Bhambhoria, Luna Feng, Dawn Sepehr, John Chen, Conner Cowling, Sedef Kocak and Elham Dolatabadi

Poster Presentations

• Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions (Poster)
  Dongyeop Kang, Andrew Head, Risham Sidhu, Kyle Lo, Daniel Weld and Marti A. Hearst
• ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora (Poster)
  Sayantan Basu, Sinchani Chakraborty, Atif Hassan, Sana Siddique and Ashish Anand
• Multi-task Peer-Review Score Prediction (Poster)
  Jiyi Li, Ayaka Sato, Kazuya Shimura and Fumiyo Fukumoto
• On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining (Poster)
  Ibrahim Burak Ozyurt
• On the Use of Web Search to Improve Scientific Collections (Poster)
  Krutarth Patel, Cornelia Caragea and Sujatha Das Gollapalli
• SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction (Poster)
  Thomas van Dongen, Gideon Maillette de Buy Wenniger and Lambert Schomaker
• Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction (Poster)
  Gideon Maillette de Buy Wenniger, Thomas van Dongen, Eleri Aedmaa, Herbert Teun Kruitbosch, Edwin A. Valentijn and Lambert Schomaker
• Towards Grounding of Formulae (Poster)
  Takuto Asakura, André Greiner-Petter, Akiko Aizawa and Yusuke Miyao
• Cydex: Neural Search Infrastructure for the Scholarly Literature (Poster)
  Shane Ding, Edwin Zhang and Jimmy Lin
• SciWING– A Software Toolkit for Scientific Document Processing (Demo)
  Min-Yen Kan and Abhinav Ramesh Kashyap
• Scaling Systematic Literature Reviews with Machine Learning Pipelines (Poster-Live)
  Seraphina Goldfarb-Tarrant, Alexander Robertson, Louise Donnison, Jasmina Lazic, Theodora Tsouloufi and Karen Smyth
• A New Neural Search and Insights Platform for Navigating and Organizing AI Research (Demo-Live)
  Marzieh Fadaee, Olga Gureenkova, Fernando Rejon Barrera, Carsten Schnober, Wouter Weerkamp, and Jakub Zavrel

We have 4 Findings of EMNLP Paper Presentations at SDP 2020

• Will this Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora (Oral)
  Hancheng Cao, Mengjie Cheng, Zhepeng Cen, Daniel A. McFarland, and Xiang Ren
• Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization (Oral)
  Jiho Noh and Ramakanth Kavuluru
• MedICaT: A Dataset of Medical Images, Captions, and Textual References (Oral)
  Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasar, Sameer Singh, Matt Gardner, and Hannaneh Hajishirzi
• Where to Submit? Helping Researchers to Choose the Right Venue (Poster)
  Konstantin Kobs, Tobias Koopmann, Albin Zehe, David Fernes, Philipp Krop, and Andreas Hotho