Benjamin Heinzerling
24 papers · 2015–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Dynamic Duo
(18)
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Topic Evolution
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
(3)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(109)
Top co-authors
Research topics
Natural Language Processing
(17)
Machine Learning
(15)
Artificial Intelligence
(12)
Core AI
(12)
Resources & Methods
(11)
Core Methods
(10)
Deep Learning
(7)
Applications
(5)
Understanding
(4)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Keywords
representation learning
(6)
language model
(6)
large language model
(3)
neural network
(3)
mechanistic interpretability
(3)
named entity recognition
(3)
pre-trained language model
(2)
superficial cue
(2)
knowledge editing
(2)
principal component analysis
(2)
linear subspace
(2)
causal intervention
(2)
knowledge base
(2)
commonsense reasoning
(2)
entity typing
(2)
temporal reasoning
(1)
in-context learning
(1)
embedding space
(1)
multilingual nlp
(1)
natural language inference
(1)
Papers
Cell-Based Representation of Relational Binding in Language Models
ACL 2026
Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki
IJCNLP 2025
How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders
EMNLP 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles
ACL 2025
On Entity Identification in Language Models
ACL 2025
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces
NAACL 2025
Understanding the Side Effects of Rank-One Knowledge Editing
EMNLP 2025
Weight-based Analysis of Detokenization in Language Models: Understanding the First Stage of Inference Without Inference
NAACL 2025
Monotonic Representation of Numeric Attributes in Language Models
ACL 2024
Representational Analysis of Binding in Language Models
EMNLP 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
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction
EMNLP 2022
Tracing and Manipulating intermediate values in Neural Math Problem Solvers
EMNLP 2022
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries
EACL 2021
Learning to Learn to be Right for the Right Reasons
NAACL 2021
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
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation
ACL 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever
EMNLP 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