Suggestion for Final Project: Author Ids

Motivation: Better Together Assignment

Task: Input name of author, and output ids from Semantic Scholar, ORCID and/or PubMed.

Similar tasks:

1. Participate in a shared task in this space such as S2AND or WhoIsWho
2. Download data from Semantic Scholar, ORCID, PubMed, etc., and evaluate their solution(s) and/or improve them.

References and Related Work: Query

Cached output:

score	citationCount	Paper	Authors	year	More like this	proposed	scincl	specter2_from_doug
	21	S2AND: A Benchmark and Evaluation System for Author Name Disambiguation	Shivashankar Subramanian, Daniel King, ..., Sergey Feldman	2021	similar to this	1.0	1.0	1.0
20	0	Web-Scale Academic Name Disambiguation: The WhoIsWho Benchmark, Leaderboard, and Toolkit	Bo Chen, Jing Zhang, ..., Jie Tang	2023	similar to this			0.965
19	3	LAGOS‐AND: A large gold standard dataset for scholarly author name disambiguation	Li Zhang, Wei Lu, Jinqing Yang	2021	similar to this	0.948	0.961	0.963
18	2	Whois? Deep Author Name Disambiguation using Bibliographic Data	Zeyd Boukhers, N. Bahubali	2022	similar to this		0.949	0.961
17	1	Aggregating large-scale databases for PubMed author name disambiguation	Li Zhang, Yong Huang, ..., Wei Lu	2021	similar to this	0.963	0.923	0.96
16	0	Deep Author Name Disambiguation using DBLP Data	Zeyd Boukhers, Nagaraj Bahubali Asundi	2023	similar to this			0.959
15	2	Strong Baselines for Author Name Disambiguation with and Without Neural Networks	Zhenyu Zhang, Yu Bowen, ..., Dong Wang	2020	similar to this	0.935		0.957
14	58	Data sets for author name disambiguation: an empirical analysis and a new resource	Christoph Müller, Florian Reitz, N. Roy	2017	similar to this	0.892		0.956
13	109	Name Disambiguation in AMiner: Clustering, Maintenance, and Human in the Loop.	Yutao Zhang, Fanjin Zhang, ..., Jie Tang	2018	similar to this	0.878	0.908	0.955
12	6	Author Name Disambiguation in Bibliographic Databases: A Survey	M. Shoaib, Ali Daud, Tehmina Amjad	2020	similar to this	0.811	0.92	0.954
11	0	Toward a New Paradigm for Author Name Disambiguation	A. Manzoor, S. Asghar, Tehmina Amjad	2022	similar to this		0.933	0.954
10	3	A Collective Approach to Scholar Name Disambiguation	Dongsheng Luo, Shuai Ma, ..., J. Huai	2022	similar to this	0.889	0.932	0.953
9	35	A review of author name disambiguation techniques for the PubMed bibliographic database	Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, P. Das	2019	similar to this	0.936	0.928	0.952
8	0	Bib2Auth: Deep Learning Approach for Author Disambiguation using Bibliographic Data	Zeyd Boukhers, N. Bahubali, ..., Sriram Aralappa	2021	similar to this	0.897	0.942	0.951
7	323	S2ORC: The Semantic Scholar Open Research Corpus	Kyle Lo, Lucy Lu Wang, ..., Daniel S. Weld	2020	similar to this	0.617	0.908	0.95
6	4	Automatic Methods for Disambiguating Author Names in Bibliographic Data Repositories	Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender	2015	similar to this	0.83	0.931	0.95
5	11	ORCID-linked labeled data for evaluating author name disambiguation at scale	Jinseok Kim, Jason Owen-Smith	2021	similar to this	0.865		0.949
4	49	Evaluating author name disambiguation for digital libraries: a case of DBLP	Jinseok Kim	2018	similar to this	0.83		0.949
3	0	Evaluating author name disambiguation for digital libraries: a case of DBLP	Jinseok Kim	2018	similar to this			0.949
2	30	On the combination of domain-specific heuristics for author name disambiguation: the nearest cluster method	Alan Filipe Santana, Marcos André Gonçalves, ..., Anderson A. Ferreira	2015	similar to this	0.879		0.948
1	0	On the combination of domain-specific heuristics for author name disambiguation: the nearest cluster method	Alan Filipe Santana, Marcos André Gonçalves, ..., Anderson A. Ferreira	2015	similar to this			0.948