Arne Köhn
13 papers · 2014–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver
🧬
Topic Evolution
🌈
Renaissance Researcher
(7)
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(3)
Interdisciplinary
(3)
Machine Learning
(3)
Resources & Methods
(3)
Architectures
(2)
Core Methods
(2)
Linguistics
(2)
Science
(2)
Understanding
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Keywords
natural language processing
(2)
corpus analysis
(2)
syntactic parsing
(2)
hierarchical planning
(1)
natural language generation
(1)
named entity recognition
(1)
lexical semantics
(1)
hyperbolic embedding
(1)
computational linguistics
(1)
semantic representation
(1)
human-computer interaction
(1)
incremental parsing
(1)
language learning
(1)
linear mixed-effects model
(1)
perplexity reduction
(1)
electronic health record
(1)
language modeling
(1)
dialogue system
(1)
syntactic structure
(1)
speech recognition
(1)
Papers
Two Decades of the ACL Anthology: Development, Impact, and Open Challenges
EMNLP 2023
Aligning Actions Across Recipe Graphs
EMNLP 2021
Generating Instructions at Different Levels of Abstraction
COLING 2020
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records
ACL 2019
Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings
ACL 2019
An Annotated Corpus of Picture Stories Retold by Language Learners
COLING 2018
An Empirical Analysis of the Correlation of Syntax and Prosody
Interspeech 2018
DialogOS: Simple and Extensible Dialogue Modeling
Interspeech 2018
Finding the way from ä to a: Sub-character morphological inflection for the SIGMORPHON 2018 shared task
CoNLL 2018
Incremental Natural Language Processing: Challenges, Strategies, and Evaluation
COLING 2018
Predictive Incremental Parsing Helps Language Modeling
COLING 2016
What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation
EMNLP 2015
Incremental Predictive Parsing with TurboParser
ACL 2014