Benjamin Heinzerling

According to our database, Benjamin Heinzerling authored at least 23 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Monotonic Representation of Numeric Properties in Language Models.

Benjamin Heinzerling, Kentaro Inui

CoRR, 2024

2023

Examining the effect of whitening on static and contextualized word embeddings.

Shota Sasaki, Benjamin Heinzerling, Jun Suzuki, Kentaro Inui

Inf. Process. Manag., May, 2023

Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers.

Yuta Matsumoto, Benjamin Heinzerling, Masashi Yoshikawa, Kentaro Inui

CoRR, 2023

Test-time Augmentation for Factual Probing.

Go Kamoda, Benjamin Heinzerling, Keisuke Sakaguchi, Kentaro Inui

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Prompting for explanations improves Adversarial NLI. Is this true? Yes it is true because it weakens superficial cues.

Pride Kavumba, Ana Brassard, Benjamin Heinzerling, Kentaro Inui

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Can LMs Store and Retrieve 1-to-N Relational Knowledge?

Haruki Nagasawa, Benjamin Heinzerling, Kazuma Kokuta, Kentaro Inui

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2023

2022

COPA-SSE: Semi-structured Explanations for Commonsense Reasoning.

Ana Brassard, Benjamin Heinzerling, Pride Kavumba, Kentaro Inui

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction.

Qin Dai, Benjamin Heinzerling, Kentaro Inui

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Learning to Learn to be Right for the Right Reasons.

Pride Kavumba, Benjamin Heinzerling, Ana Brassard, Kentaro Inui

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries.

Benjamin Heinzerling, Kentaro Inui

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2019

Aspects of Coherence for Entity Analysis

Benjamin Heinzerling

PhD thesis, 2019

When Choosing Plausible Alternatives, Clever Hans can be Clever.

Pride Kavumba, Naoya Inoue, Benjamin Heinzerling, Keshav Singh, Paul Reisert, Kentaro Inui

CoRR, 2019

Riposte! A Large Corpus of Counter-Arguments.

Paul Reisert, Benjamin Heinzerling, Naoya Inoue, Shun Kiyono, Kentaro Inui

CoRR, 2019

Fine-Grained Entity Typing in Hyperbolic Space.

Federico López, Benjamin Heinzerling, Michael Strube

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages.

Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation.

Benjamin Heinzerling, Michael Strube

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

What's Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization.

Markus Zopf, Teresa Botschen, Tobias Falke, Benjamin Heinzerling, Ana Marasovic, Todor Mihaylov, Avinesh P. V. S., Eneldo Loza Mencía, Johannes Fürnkranz, Anette Frank

Proceedings of the Fifth International Conference on Social Networks Analysis, 2018

BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages.

Benjamin Heinzerling, Michael Strube

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2017

Revisiting Selectional Preferences for Coreference Resolution.

Benjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Trust, but Verify! Better Entity Linking through Automatic Verification.

Benjamin Heinzerling, Michael Strube, Chin-Yew Lin

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2015

HITS at TAC KBP 2015: Entity Discovery and Linking, and Event Nugget Detection.

Benjamin Heinzerling, Alex Judea, Michael Strube

Proceedings of the 2015 Text Analysis Conference, 2015

Visual Error Analysis for Entity Linking.

Benjamin Heinzerling, Michael Strube

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2013

HITS' Monolingual and Cross-lingual Entity Linking System at TAC 2013.

Angela Fahrni, Benjamin Heinzerling, Thierry Göckel, Michael Strube

Proceedings of the Sixth Text Analysis Conference, 2013