← Authors

Benjamin Heinzerling

25 papers · 2015–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (50) 🀝 Dynamic Duo (18) ⚑ Prolific Year (8) πŸ”₯ Unstoppable (5) ❓ The Questioner (4) πŸ’Ž Century Club (25) πŸ—ƒοΈ Keyword Collector (112) πŸ“ˆ Trend Setter

Conferences

EMNLP (8) ACL (7) EACL (3) NAACL (3) IJCNLP (2) AACL (1) CONLL (1)

Top co-authors

Kentaro Inui (18) Michael Strube (7) Go Kamoda (6) Keisuke Sakaguchi (5) Ryosuke Takahashi (3) Pride Kavumba (3) Mutsumi Sasaki (2) Ana Brassard (2) Tatsuya Hiraoka (2) Qin Dai (2)

Keywords

language model (7) representation learning (6) large language model (4) neural network (3) named entity recognition (3) principal component analysis (2) superficial cue (2) commonsense reasoning (2) pretrained language model (2) knowledge editing (2) mechanistic interpretability (2) language model evaluation (2) japanese calendar (2) temporal reasoning (2) causal intervention (2) entity typing (2) knowledge base (2) in-context learning (1) embedding space (1) multilingual nlp (1)

Papers

Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki AACL 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025
On Entity Identification in Language Models ACL 2025
How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders EMNLP 2025
Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025
Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki IJCNLP 2025
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference NAACL 2025
Representational Analysis of Binding in Language Models EMNLP 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
Can LMs Store and Retrieve 1-to-N Relational Knowledge? ACL 2023
Prompting for explanations improves Adversarial NLI. Is this true? {Yes} it is {true} because {it weakens superficial cues} EACL 2023
Test-time Augmentation for Factual Probing EMNLP 2023
Tracing and Manipulating intermediate values in Neural Math Problem Solvers EMNLP 2022
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction EMNLP 2022
Learning to Learn to be Right for the Right Reasons NAACL 2021
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries EACL 2021
When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ACL 2019
Fine-Grained Entity Typing in Hyperbolic Space ACL 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CONLL 2019
Revisiting Selectional Preferences for Coreference Resolution EMNLP 2017
Trust, but Verify! Better Entity Linking through Automatic Verification EACL 2017
Visual Error Analysis for Entity Linking ACL 2015
Visual Error Analysis for Entity Linking IJCNLP 2015