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ORCIDBenjamin Heinzerling
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2020 – today
- 2024
[c16]Benjamin Heinzerling, Kentaro Inui:
Monotonic Representation of Numeric Attributes in Language Models. ACL (Short Papers) 2024: 175-195- [i19]Benjamin Heinzerling
, Kentaro Inui:
Monotonic Representation of Numeric Properties in Language Models. CoRR abs/2403.10381 (2024) - [i18]Ana Brassard, Benjamin Heinzerling, Keito Kudo, Keisuke Sakaguchi, Kentaro Inui:
ACORN: Aspect-wise Commonsense Reasoning Explanation Evaluation. CoRR abs/2405.04818 (2024) - [i17]Ryosuke Takahashi, Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui:
The Curse of Popularity: Popular Entities have Catastrophic Side Effects when Deleting Knowledge from Language Models. CoRR abs/2406.06032 (2024) - [i16]Qin Dai, Benjamin Heinzerling, Kentaro Inui:
Representational Analysis of Binding in Large Language Models. CoRR abs/2409.05448 (2024) - 2023
- [j1]Shota Sasaki, Benjamin Heinzerling, Jun Suzuki, Kentaro Inui:
Examining the effect of whitening on static and contextualized word embeddings. Inf. Process. Manag. 60(3): 103272 (2023) - [c15]Haruki Nagasawa, Benjamin Heinzerling, Kazuma Kokuta, Kentaro Inui:
Can LMs Store and Retrieve 1-to-N Relational Knowledge? ACL (student) 2023: 130-138 - [c14]Pride Kavumba, Ana Brassard, Benjamin Heinzerling, Kentaro Inui:
Prompting for explanations improves Adversarial NLI. Is this true? Yes it is true because it weakens superficial cues. EACL (Findings) 2023: 2120-2135 - [c13]Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui:
Test-time Augmentation for Factual Probing. EMNLP (Findings) 2023: 3650-3661 - [i15]Yuta Matsumoto, Benjamin Heinzerling, Masashi Yoshikawa, Kentaro Inui:
Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers. CoRR abs/2301.06758 (2023) - [i14]Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui:
Test-time Augmentation for Factual Probing. CoRR abs/2310.17121 (2023) - 2022
- [c12]Qin Dai, Benjamin Heinzerling, Kentaro Inui:
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction. EMNLP 2022: 6947-6958 - [c11]Ana Brassard, Benjamin Heinzerling, Pride Kavumba, Kentaro Inui:
COPA-SSE: Semi-structured Explanations for Commonsense Reasoning. LREC 2022: 3994-4000 - [i13]Ana Brassard, Benjamin Heinzerling, Pride Kavumba, Kentaro Inui:
COPA-SSE: Semi-structured Explanations for Commonsense Reasoning. CoRR abs/2201.06777 (2022) - [i12]Qin Dai, Benjamin Heinzerling, Kentaro Inui:
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction. CoRR abs/2211.01432 (2022) - 2021
- [c10]Benjamin Heinzerling, Kentaro Inui:
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries. EACL 2021: 1772-1791 - [c9]Pride Kavumba, Benjamin Heinzerling, Ana Brassard, Kentaro Inui:
Learning to Learn to be Right for the Right Reasons. NAACL-HLT 2021: 3890-3898 - [i11]Pride Kavumba, Benjamin Heinzerling, Ana Brassard, Kentaro Inui:
Learning to Learn to be Right for the Right Reasons. CoRR abs/2104.11514 (2021) - 2020
- [i10]Benjamin Heinzerling, Kentaro Inui:
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries. CoRR abs/2008.09036 (2020)
2010 – 2019
- 2019
- [b1]Benjamin Heinzerling:
Aspects of Coherence for Entity Analysis. Heidelberg University, Germany, 2019 - [c8]Benjamin Heinzerling, Michael Strube:
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation. ACL (1) 2019: 273-291 - [c7]Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen:
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoNLL 2019: 216-226 - [c6]Federico López, Benjamin Heinzerling, Michael Strube:
Fine-Grained Entity Typing in Hyperbolic Space. RepL4NLP@ACL 2019: 169-180 - [i9]Benjamin Heinzerling, Michael Strube:
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation. CoRR abs/1906.01569 (2019) - [i8]Federico López, Benjamin Heinzerling, Michael Strube:
Fine-Grained Entity Typing in Hyperbolic Space. CoRR abs/1906.02505 (2019) - [i7]Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen:
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoRR abs/1909.12375 (2019) - [i6]Paul Reisert, Benjamin Heinzerling, Naoya Inoue, Shun Kiyono, Kentaro Inui:
Riposte! A Large Corpus of Counter-Arguments. CoRR abs/1910.03246 (2019) - [i5]Pride Kavumba, Naoya Inoue, Benjamin Heinzerling, Keshav Singh, Paul Reisert, Kentaro Inui:
When Choosing Plausible Alternatives, Clever Hans can be Clever. CoRR abs/1911.00225 (2019) - 2018
- [c5]Benjamin Heinzerling, Michael Strube:
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages. LREC 2018 - [c4]Markus Zopf, Teresa Botschen, Tobias Falke, Benjamin Heinzerling, Ana Marasovic, Todor Mihaylov, Avinesh P. V. S., Eneldo Loza Mencía, Johannes Fürnkranz, Anette Frank:
What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization. SNAMS 2018: 272-277 - 2017
- [c3]Benjamin Heinzerling, Michael Strube, Chin-Yew Lin:
Trust, but Verify! Better Entity Linking through Automatic Verification. EACL (1) 2017: 828-838 - [c2]Benjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube:
Revisiting Selectional Preferences for Coreference Resolution. EMNLP 2017: 1332-1339 - [i4]Benjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube:
Revisiting Selectional Preferences for Coreference Resolution. CoRR abs/1707.06456 (2017) - [i3]Benjamin Heinzerling, Michael Strube:
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages. CoRR abs/1710.02187 (2017) - 2015
- [c1]Benjamin Heinzerling, Michael Strube:
Visual Error Analysis for Entity Linking. ACL (System Demonstrations) 2015: 37-42 - [i2]Benjamin Heinzerling, Alex Judea, Michael Strube:
HITS at TAC KBP 2015: Entity Discovery and Linking, and Event Nugget Detection. TAC 2015 - 2013
- [i1]Angela Fahrni, Benjamin Heinzerling, Thierry Göckel, Michael Strube:
HITS' Monolingual and Cross-lingual Entity Linking System at TAC 2013. TAC 2013
Coauthor Index
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