SDP@EMNLP

Publications

2020

Proceedings of the First Workshop on Scholarly Document Processing, SDP@EMNLP 2020, Online, November 19, 2020 SDP@EMNLP (2020)
Mark-Christoph Müller, Sucheta Ghosh, Maja Rey, Ulrike Wittig, Wolfgang Müller, Michael Strube
Reconstructing Manual Information Extraction with DB-to-Document Backprojection: Experiments in the Life Science Domain. SDP@EMNLP (2020)
Shane Ding, Edwin Zhang, Jimmy Lin
Cydex: Neural Search Infrastructure for the Scholarly Literature. SDP@EMNLP (2020)
Mark Berger, Jakub Zavrel, Paul Groth
Effective distributed representations for academic expert search. SDP@EMNLP (2020)
Krutarth Patel, Cornelia Caragea, Sujatha Das Gollapalli
On the Use of Web Search to Improve Scientific Collections. SDP@EMNLP (2020)
Muthu Kumar Chandrasekaran, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Eduard H. Hovy, Philipp Mayr, Michal Shmueli-Scheuer, Anita de Waard
Overview of the First Workshop on Scholarly Document Processing (SDP). SDP@EMNLP (2020)
Sajad Sotudeh Gharebagh, Arman Cohan, Nazli Goharian
GUIR @ LongSumm 2020: Learning to Generate Long Summaries from Scientific Documents. SDP@EMNLP (2020)
Tiezheng Yu, Dan Su, Wenliang Dai, Pascale Fung
Dimsum @LaySumm 20. SDP@EMNLP (2020)
Alexios Gidiotis, Stefanos Stefanidis, Grigorios Tsoumakas
AUTH @ CLSciSumm 20, LaySumm 20, LongSumm 20. SDP@EMNLP (2020)
Artur Jurk, Maik Boltze, Georg Keller, Lorna Ulbrich, Anja Fischer
1A-Team / Martin-Luther-Universität Halle-Wittenberg@CLSciSumm 20. SDP@EMNLP (2020)
Zoran Medic, Jan Snajder
Improved Local Citation Recommendation Based on Context Enhanced with Global Information. SDP@EMNLP (2020)
Seraphina Goldfarb-Tarrant, Alexander Robertson, Jasmina Lazic, Theodora Tsouloufi, Louise Donnison, Karen Smyth
Scaling Systematic Literature Reviews with Machine Learning Pipelines. SDP@EMNLP (2020)
Dennis Aumiller, Satya Almasian, Philip Hausner, Michael Gertz
UniHD@CL-SciSumm 2020: Citation Extraction as Search. SDP@EMNLP (2020)
Saichethan Miriyala Reddy, Naveen Saini, Sriparna Saha, Pushpak Bhattacharyya
IIITBH-IITP@CL-SciSumm20, CL-LaySumm20, LongSumm20. SDP@EMNLP (2020)
Ling Chai, Guizhen Fu, Yuan Ni
NLP-PINGAN-TECH @ CL-SciSumm 2020. SDP@EMNLP (2020)
Takuto Asakura, André Greiner-Petter, Akiko Aizawa, Yusuke Miyao
Towards Grounding of Formulae. SDP@EMNLP (2020)
Meng Ling, Jian Chen
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers. SDP@EMNLP (2020)
Marzieh Fadaee, Olga Gureenkova, Fernando Rejon Barrera, Carsten Schnober, Wouter Weerkamp, Jakub Zavrel
A New Neural Search and Insights Platform for Navigating and Organizing AI Research. SDP@EMNLP (2020)
Rochana Chaturvedi, Saachi, Jaspreet Singh Dhani, Anurag Joshi, Ankush Khanna, Neha Tomar, Swagata Duari, Alka Khurana, Vasudha Bhatnagar
Divide and Conquer: From Complexity to Simplicity for Lay Summarization. SDP@EMNLP (2020)
Thomas van Dongen, Gideon Maillette de Buy Wenniger, Lambert Schomaker
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. SDP@EMNLP (2020)
Jiyi Li, Ayaka Sato, Kazuya Shimura, Fumiyo Fukumoto
Multi-task Peer-Review Score Prediction. SDP@EMNLP (2020)
Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset. SDP@EMNLP (2020)
Dongyeop Kang, Andrew Head, Risham Sidhu, Kyle Lo, Daniel S. Weld, Marti A. Hearst
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions. SDP@EMNLP (2020)
Muthu Kumar Chandrasekaran, Guy Feigenblat, Eduard H. Hovy, Abhilasha Ravichander, Michal Shmueli-Scheuer, Anita de Waard
Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm. SDP@EMNLP (2020)
Abhinav Ramesh Kashyap, Min-Yen Kan
SciWING- A Software Toolkit for Scientific Document Processing. SDP@EMNLP (2020)
Steinn Sigurdsson
The future of arXiv and knowledge discovery in open science. SDP@EMNLP (2020)
Rong Huang, Kseniia Krylova
Team MLU@CL-SciSumm20: Methods for Computational Linguistics Scientific Citation Linkage. SDP@EMNLP (2020)
Jian Wu, Pei Wang, Xin Wei, Sarah Michele Rajtmajer, C. Lee Giles, Christopher Griffin
Acknowledgement Entity Recognition in CORD-19 Papers. SDP@EMNLP (2020)
Alaa El-Ebshihy, Annisa Maulida Ningtyas, Linda Andersson, Florina Piroi, Andreas Rauber
ARTU / TU Wien and Artificial Researcher@ LongSumm 20. SDP@EMNLP (2020)
Kunho Kim, Athar Sefid, C. Lee Giles
Learning CNF Blocking for Large-scale Author Name Disambiguation. SDP@EMNLP (2020)
Sayar Ghosh Roy, Nikhil Pinnaparaju, Risubh Jain, Manish Gupta, Vasudeva Varma
Summaformers @ LaySumm 20, LongSumm 20. SDP@EMNLP (2020)
Sayantan Basu, Sinchani Chakraborty, Atif Hassan, Sana Siddique, Ashish Anand
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora. SDP@EMNLP (2020)
Seungwon Kim
Using Pre-Trained Transformer for Better Lay Summarization. SDP@EMNLP (2020)
Rohan Bhambhoria, Luna Feng, Dawn Sepehr, John Chen, Conner Cowling, Sedef Akinli Koçak, Elham Dolatabadi
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature. SDP@EMNLP (2020)
Heng Zhang, Lifan Liu, Ruping Wang, Shaohu Hu, Shutian Ma, Chengzhi Zhang
IR&TM-NJUST@CLSciSumm 20. SDP@EMNLP (2020)
Gideon Maillette de Buy Wenniger, Thomas van Dongen, Eleri Aedmaa, Herbert Teun Kruitbosch, Edwin A. Valentijn, Lambert Schomaker
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction. SDP@EMNLP (2020)
Santosh Kumar Mishra, Harshavardhan Kundarapu, Naveen Saini, Sriparna Saha, Pushpak Bhattacharyya
IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020. SDP@EMNLP (2020)
Swarup Satish, Zonghai Yao, Andrew Drozdov, Boris Veytsman
The impact of preprint servers in the formation of novel ideas. SDP@EMNLP (2020)
Ibrahim Burak Özyurt
On the effectiveness of small, discriminatively pre-trained language representation models for biomedical text mining. SDP@EMNLP (2020)
Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan
Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline. SDP@EMNLP (2020)
Anjana Umapathy, Karthik Radhakrishnan, Kinjal Jain, Rahul Singh
CiteQA@CLSciSumm 2020. SDP@EMNLP (2020)
Lei Li, Yang Xie, Wei Liu, Yinan Liu, Yafei Jiang, Siya Qi, Xingyuan Li
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization. SDP@EMNLP (2020)