Daniel Dahlmeier
21 papers · 2009–2026 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(8)
Machine Learning
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Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Applications
(5)
Learning Types Β· Machine Learning
(4)
Learning Paradigms
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(2)
Core Methods
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Learning Types Β· Deep Learning
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Optimization & Theory Β· Machine Learning
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Architectures
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Optimization & Theory Β· Deep Learning
(1)
Techniques
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Keywords
attention mechanism
(3)
aspect-level sentiment classification
(2)
large language model
(2)
benchmark evaluation
(1)
model selection
(1)
transfer learning
(1)
multi-task learning
(1)
entropy minimization
(1)
sentiment analysis
(1)
natural language processing
(1)
sentiment classification
(1)
knowledge transfer
(1)
prompt engineering
(1)
document understanding
(1)
document information extraction
(1)
domain adaptation
(1)
language model evaluation
(1)
llm evaluation
(1)
syntactic information
(1)
semi-supervised learning
(1)
Papers
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets
EACL 2026
OmniOData: Unleashing Small Language Models for OData Query Generation with Synthetic Data and Reinforcement Learning
ACL 2026
Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling
EACL 2026
Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading
ACL 2025
WAMP: Writing, Annotation, and Marking Platform
IJCNLP 2023
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis
ACL 2019
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
EMNLP 2018
Effective Attention Modeling for Aspect-Level Sentiment Classification
COLING 2018
Exploiting Document Knowledge for Aspect-level Sentiment Classification
ACL 2018
An Unsupervised Neural Attention Model for Aspect Extraction
ACL 2017
On the Challenges of Translating NLP Research into Commercial Products
ACL 2017
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
EMNLP 2016
SAP-RI: A Constrained and Supervised Approach for Aspect-Based Sentiment Analysis
SemEval 2014
SAP-RI: Twitter Sentiment Analysis in Two Days
SemEval 2014
A Beam-Search Decoder for Grammatical Error Correction
EMNLP 2012
Better Evaluation for Grammatical Error Correction
NAACL 2012
Better Evaluation Metrics Lead to Better Machine Translation
EMNLP 2011
Correcting Semantic Collocation Errors with L1-induced Paraphrases
EMNLP 2011
Grammatical Error Correction with Alternating Structure Optimization
ACL 2011
PEM: A Paraphrase Evaluation Metric Exploiting Parallel Texts
EMNLP 2010
Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases
EMNLP 2009