Sebastian Gehrmann
31 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (59) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Mega-Team · Legion
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(2)
💎
Century Club · Bronze
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Renaissance Researcher
(5)
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Keyword Collector
(146)
Top co-authors
Research topics
Natural Language Processing
(26)
Artificial Intelligence
(17)
Deep Learning
(14)
Core AI
(14)
Resources & Methods
(13)
Machine Learning
(12)
Generation
(12)
Applications
(10)
Learning Types · Deep Learning
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Application Areas
(5)
Core Methods
(5)
Learning Paradigms
(5)
Architectures
(4)
Models
(4)
Learning Types · Machine Learning
(3)
Keywords
large language model
(6)
language model
(5)
text generation
(4)
neural network
(4)
attention mechanism
(3)
evaluation metric
(3)
table-to-text generation
(2)
benchmark evaluation
(2)
multi-step reasoning
(2)
few-shot learning
(2)
pre-trained language model
(2)
knowledge distillation
(2)
machine translation
(2)
multilingual model
(2)
summarization evaluation
(2)
model interpretability
(2)
natural language generation
(2)
neural network interpretability
(2)
multilingual nlp
(2)
model compression
(2)
Papers
Domain Generalizable AI Guardrails with Augmented Policy Training
ACL 2026
Academics Can Contribute to Domain-Specialized Language Models
EMNLP 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
ACL 2024
Can We Statically Locate Knowledge in Large Language Models? Financial Domain and Toxicity Reduction Case Studies
EMNLP 2024
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs
EMNLP 2024
On the Role of Summary Content Units in Text Summarization Evaluation
NAACL 2024
A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization
ACL 2023
Benchmarking Large Language Model Capabilities for Conditional Generation
ACL 2023
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
ACL 2023
Dialect-robust Evaluation of Generated Text
ACL 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
EMNLP 2023
TaTA: A Multilingual Table-to-Text Dataset for African Languages
EMNLP 2023
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Intriguing Properties of Compression on Multilingual Models
EMNLP 2022
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models
ACL 2021
Learning Compact Metrics for MT
EMNLP 2021
LMdiff: A Visual Diff Tool to Compare Language Models
EMNLP 2021
Reusable Templates and Guides For Documenting Datasets and Models for Natural Language Processing and Generation: A Case Study of the HuggingFace and GEM Data and Model Cards
ACL 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
ACL 2021
exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models
ACL 2020
Interpretability and Analysis in Neural NLP
ACL 2020
Investigating Gender Bias in Language Models Using Causal Mediation Analysis
NeurIPS 2020
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task
EMNLP 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models
EMNLP 2020
ToTTo: A Controlled Table-To-Text Generation Dataset
EMNLP 2020
GLTR: Statistical Detection and Visualization of Generated Text
ACL 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation
NAACL 2019
LSTM Networks Can Perform Dynamic Counting
ACL 2019
Bottom-Up Abstractive Summarization
EMNLP 2018
Debugging Sequence-to-Sequence Models with Seq2Seq-Vis
EMNLP 2018