Matthias Lindemann
13 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
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Century Club · Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Deep Learning
(6)
Applications
(6)
Learning Types · Machine Learning
(5)
Understanding
(5)
Artificial Intelligence
(4)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types · Deep Learning
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Application Areas
(2)
Architectures
(2)
Core AI
(2)
Techniques
(2)
Computer Science
(1)
Keywords
semantic parsing
(7)
neural network
(3)
compositional generalization
(2)
few-shot learning
(2)
language model
(2)
inductive bia
(2)
seq2seq model
(2)
meaning representation
(2)
multi-task learning
(2)
compositional parsing
(2)
dependency parsing
(2)
dynamic programming
(1)
knowledge distillation
(1)
semantic structure
(1)
semantic interpretation
(1)
text classification
(1)
active learning
(1)
semantic representation
(1)
causal representation learning
(1)
german language
(1)
Papers
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
ICLR 2025
Cache & Distil: Optimising API Calls to Large Language Models
ACL 2024
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation
ACL 2024
Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations
EMNLP 2024
Compositional Generalisation with Structured Reordering and Fertility Layers
EACL 2023
Compositional Generalization without Trees using Multiset Tagging and Latent Permutations
ACL 2023
Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization
ACL 2022
Fast semantic parsing with well-typedness guarantees
EMNLP 2020
Normalizing Compositional Structures Across Graphbanks
COLING 2020
Compositional Semantic Parsing across Graphbanks
ACL 2019
Saarland at MRP 2019: Compositional parsing across all graphbanks
CoNLL 2019
Verb-Second Effect on Quantifier Scope Interpretation
NAACL 2019
AMR dependency parsing with a typed semantic algebra
ACL 2018