Karl Moritz Hermann
17 papers · 2012–2020 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π±
Topic Pioneer
π€
Dynamic Duo
(10)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π₯
Unstoppable Β· Bronze
π
Trend Setter
π
Conference Pioneer
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Reinforcement Learning
(3)
Core Methods
(3)
Applications Β· Reinforcement Learning
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Methods
(2)
Mathematics & Optimization
(1)
Learning Types
(1)
Mathematics
(1)
Resources & Methods
(1)
Keywords
deep reinforcement learning
(2)
street view
(2)
visual navigation
(2)
attention mechanism
(2)
reinforcement learning
(2)
supervised learning
(1)
document understanding
(1)
machine translation
(1)
cross-lingual representation
(1)
neural machine translation
(1)
visual question answering
(1)
word alignment
(1)
question answering
(1)
instruction following
(1)
reading comprehension
(1)
multilingual nlp
(1)
machine reading comprehension
(1)
language grounding
(1)
recurrent neural network
(1)
graph learning
(1)
Papers
Learning to Follow Directions in Street View
AAAI 2020
Hyperbolic Attention Networks
ICLR 2019
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input
ICLR 2018
Learning to Navigate in Cities Without a Map
NeurIPS 2018
Latent Predictor Networks for Code Generation
ACL 2016
Semantic Parsing with Semi-Supervised Sequential Autoencoders
EMNLP 2016
Learning to Transduce with Unbounded Memory
NeurIPS 2015
Teaching Machines to Read and Comprehend
NeurIPS 2015
Learning Bilingual Word Representations by Marginalizing Alignments
ACL 2014
Multilingual Models for Compositional Distributed Semantics
ACL 2014
New Directions in Vector Space Models of Meaning
ACL 2014
Semantic Frame Identification with Distributed Word Representations
ACL 2014
Parsing Graphs with Hyperedge Replacement Grammars
ACL 2013
The Role of Syntax in Vector Space Models of Compositional Semantics
ACL 2013
An Unsupervised Ranking Model for Noun-Noun Compositionality
SemEval 2012
Learning Semantics and Selectional Preference of Adjective-Noun Pairs
SemEval 2012
Semantics-Based Machine Translation with Hyperedge Replacement Grammars
COLING 2012