Benjamin Heinzerling

759 total citations
15 papers, 148 citations indexed

About

Benjamin Heinzerling is a scholar working on Artificial Intelligence, Management Science and Operations Research and Political Science and International Relations. According to data from OpenAlex, Benjamin Heinzerling has authored 15 papers receiving a total of 148 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 3 papers in Management Science and Operations Research and 1 paper in Political Science and International Relations. Recurrent topics in Benjamin Heinzerling's work include Topic Modeling (13 papers), Natural Language Processing Techniques (12 papers) and Data Quality and Management (3 papers). Benjamin Heinzerling is often cited by papers focused on Topic Modeling (13 papers), Natural Language Processing Techniques (12 papers) and Data Quality and Management (3 papers). Benjamin Heinzerling collaborates with scholars based in Japan, United Kingdom and Germany. Benjamin Heinzerling's co-authors include Kentaro Inui, Michael Strube, Naoya Inoue, Jun Suzuki, Chin-Yew Lin, Ivan Vulić, Roi Reichart, Yi Zhu, Anna Korhonen and Yu Takagi and has published in prestigious journals such as Information Processing & Management, Language Resources and Evaluation and Theory and applications of categories.

In The Last Decade

Benjamin Heinzerling

14 papers receiving 123 citations

Peers

Countries citing papers authored by Benjamin Heinzerling

Since Specialization

Citations

This map shows the geographic impact of Benjamin Heinzerling's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Benjamin Heinzerling with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Heinzerling more than expected).

Fields of papers citing papers by Benjamin Heinzerling

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Benjamin Heinzerling. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Benjamin Heinzerling. The network helps show where Benjamin Heinzerling may publish in the future.

Co-authorship network of co-authors of Benjamin Heinzerling

This figure shows the co-authorship network connecting the top 25 collaborators of Benjamin Heinzerling. A scholar is included among the top collaborators of Benjamin Heinzerling based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Benjamin Heinzerling. Benjamin Heinzerling is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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15 of 15 papers shown

#	Work	Indexed citations
1	How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders 2025 ·(unknown), (unknown), Kentaro Inui, (unknown), Yusuke Miyao, Yohei Oseki, Yu Takagi, Benjamin Heinzerling	1
2	Monotonic Representation of Numeric Attributes in Language Models 2024 ·Benjamin Heinzerling, Kentaro Inui	1
3	Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} 2023 ·(unknown), (unknown), Benjamin Heinzerling, Kentaro Inui	0
4	Examining the effect of whitening on static and contextualized word embeddings 2023 ·Information Processing & Management ·(unknown), Benjamin Heinzerling, Jun Suzuki, Kentaro Inui	7
5	Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction 2022 ·Qin Dai, Benjamin Heinzerling, Kentaro Inui	1
6	Learning to Learn to be Right for the Right Reasons 2021 ·(unknown), Benjamin Heinzerling, (unknown), Kentaro Inui	3
7	Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries 2021 ·Benjamin Heinzerling, Kentaro Inui	43
8	NLP's Clever Hans Moment has Arrived 2020 ·Benjamin Heinzerling	8
9	On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages 2019 ·Yi Zhu, Benjamin Heinzerling, Ivan Vulić, Michael Strube, Roi Reichart, Anna Korhonen	7
10	When Choosing Plausible Alternatives, Clever Hans can be Clever 2019 ·(unknown), Naoya Inoue, Benjamin Heinzerling, (unknown), (unknown), Kentaro Inui	23
11	BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages 2017 ·Language Resources and Evaluation ·Benjamin Heinzerling, Michael Strube	36
12	Trust, but Verify! Better Entity Linking through Automatic Verification 2017 ·Benjamin Heinzerling, Michael Strube, Chin-Yew Lin	2
13	HITS at TAC KBP 2015: Entity discovery and linking, and event nugget detection 2015 ·Theory and applications of categories ·Benjamin Heinzerling, Michael Strube	3
14	Visual Error Analysis for Entity Linking 2015 ·Benjamin Heinzerling, Michael Strube	6
15	HITS' Monolingual and Cross-lingual Entity Linking System at TAC 2013 2013 ·Theory and applications of categories ·(unknown), Benjamin Heinzerling, (unknown), Michael Strube	7

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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