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SDU@AAAI 2021: Virtual Event
- Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, SDU@AAAI 2021, Virtual Event, February 9, 2021. CEUR Workshop Proceedings 2831, CEUR-WS.org 2021
Session 1: Research Track
- Veysel Kocaman, David Talby:
Improving Clinical Document Understanding on COVID-19 Research with Spark NLP. - Xiajing Li, Marios Daoutis:
Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications. - Ahnaf Farhan, Roberto Camacho Barranco, Mahmud Shahriar Hossain, Monika Akbar:
Diffusion-based Temporal Word Embeddings. - Ruth Petit-Bois, Jeffrey Jacob, Spencer Rugaber, Ashok K. Goel:
Towards a Virtual Librarian for Biologically Inspired Design Knowledge-Based Methods for Document Understanding. - Ishani Mondal:
BERTKG-DDI: Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions. - Kenichi Iwatsuki, Akiko Aizawa:
Extraction of Formulaic Expressions from Scientific Papers. - Junjie Yang, Zhuosheng Zhang, Hai Zhao:
Multi-span Style Extraction for Generative Reading Comprehension. - Xiangci Li, Gully A. Burns, Nanyun Peng:
A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification. - Dina Demner-Fushman, Willie J. Rogers, James G. Mork:
Automatic recognition of figurative language in biomedical articles. - Hariprasad Timmapathini, Anmol Nayak, Sarathchandra Mandadi, Siva Sangada, Vaibhav Kesri, Karthikeyan Ponnalagu, Vijendran Gopalan Venkoparao:
Probing the SpanBERT Architecture to interpret Scientific Domain Adaptation Challenges for Coreference Resolution. - Ming Gong, Xin Wei, Diane Oyen, Jian Wu, Martin Gryder, Liping Yang:
Recognizing Figure Labels in Patents. - Ramakanth Pasunuru, David S. Rosenberg, Gideon Mann, Mohit Bansal:
Dual Reinforcement-Based Specification Generation for Image De-Rendering. - Dimitrios Christofidellis, Matteo Manica, Leonidas Georgopoulos, Hans Vandierendonck:
Understood in Translation: Transformers for Domain Understanding. - Sejal Dua, Ioana Baldini, Dmitriy A. Katz-Rogozhnikov, Emily van der Veen, Allison Britt, Pradeep Mangalath, Laura B. Kleiman, Catherine Del Vecchio Fitz:
Biomedical Corpus Filtering: A Weak Supervision Paradigm With Infused Domain Expertise. - Huichen Yang, William H. Hsu:
Named Entity Recognition from Synthesis Procedural Text in Materials Science Domain with Attention-Based Approach. - Sai Ajay Modukuri, Sarah Michele Rajtmajer, Anna Cinzia Squicciarini, Jian Wu, C. Lee Giles:
Understanding and Predicting Retractions of Published Work. - Saurav Manchanda, George Karypis:
Importance Assessment in Scholarly Networks. - Michael Färber
, Alexander Albers, Felix Schüber:
Identifying Used Methods and Datasets in Scientific Publications. - Yunsung Lee, Teakgyu Hong, Seungryong Kim:
Data Augmentations for Document Images. - Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder:
Interaction Matching for Long-Tail Multi-Label Classification. - Sajad Sotudeh, Arman Cohan
On Generating Extended Summaries of Long Documents. - Ben Gelman, Chae Clark, Scott E. Friedman, Ugur Kuter, James E. Gentile:
Toward A Robust Method for Understanding the Replicability of Research.
Session 2: Shared-Task Track
- Areej Jaber, Paloma Martínez:
Participation of UC3M in SDU@AAAI-21: A Hybrid Approach to Disambiguate Scientific Acronyms. - Divesh R. Kubal, Apurva Nagvenkar:
Effective Ensembling of Transformer based Language Models for Acronyms Identification. - Chunguang Pan, Bingyan Song, Shengguang Wang, Zhipeng Luo:
BERT-based Acronym Disambiguation with Multiple Training Strategies. - Feng Li, Zhensheng Mai, Wuhe Zou, Wenjie Ou, Xiaolei Qin, Yue Lin, Weidong Zhang:
Systems at SDU-2021 Task 1: Transformers for Sentence Level Sequence Label. - Qiwei Zhong, Guanxiong Zeng, Danqing Zhu, Yang Zhang, Wangli Lin, Ben Chen, Jiayu Tang:
Leveraging Domain Agnostic and Specific Knowledge for Acronym Disambiguation. - Danqing Zhu, Wangli Lin, Yang Zhang, Qiwei Zhong, Guanxiong Zeng, Weilin Wu, Jiayu Tang:
AT-BERT: Adversarial Training BERT for Acronym Identification Winning Solution for SDU@AAAI-21. - Willie Rogers, Alastair R. Rae, Dina Demner-Fushman:
AI-NLM exploration of the Acronym Identification Shared Task at SDU@AAAI-21. - Nicholas Egan, John Bohannon:
Primer AI's Systems for Acronym Identification and Disambiguation. - Aadarsh Singh, Priyanshu Kumar:
SciDr at SDU-2020 : IDEAS - Identifying and Disambiguating Everyday Acronyms for Scientific Domain. - João L. M. Pereira, Helena Galhardas, Dennis E. Shasha:
Acronym Expander at SDU@AAAI-21: an Acronym Disambiguation Module. - Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding.
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