Dan Moldovan
34 papers · 2000–2022 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Conference Polyglot (9) π Academic Marathon (22) πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(9)
π₯
Mega-Team
(40)
π
Conference Pioneer
π
Century Club
(34)
π
Trend Setter
β‘
Prolific Year
(6)
π₯
Unstoppable
(5)
Conferences
ACL (12)
COLING (8)
EMNLP (5)
NAACL (4)
AISTATS (1)
CVPR (1)
EACL (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
distribution shift
(3)
domain generalization
(2)
transfer learning
(1)
model robustness
(1)
attention mechanism
(1)
information extraction
(1)
coreference resolution
(1)
reading comprehension
(1)
question generation
(1)
out-of-distribution generalization
(1)
automatic differentiation
(1)
gradient computation
(1)
convolutional neural network
(1)
model scaling
(1)
distributional shift
(1)
model deployment
(1)
robust generalization
(1)
entity resolution
(1)
syntactic transformation
(1)
semantic textual similarity
(1)
Papers
Underspecification Presents Challenges for Credibility in Modern Machine Learning
JMLR 2022
Causally motivated shortcut removal using auxiliary labels
AISTATS 2022
On Robustness and Transferability of Convolutional Neural Networks
CVPR 2021
CEREC: A Corpus for Entity Resolution in Email Conversations
COLING 2020
Generating Questions for Reading Comprehension using Coherence Relations
ACL 2018
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming
NIPS 2018
Rule-based vs. Neural Net Approaches to Semantic Textual Similarity
COLING 2018
Leveraging Verb-Argument Structures to Infer Semantic Relations
EACL 2014
A Semantically Enhanced Approach to Determine Textual Similarity
EMNLP 2013
Fine-Grained Focus for Pinpointing Positive Implicit Meaning from Negated Statements
NAACL 2012
Unsupervised Learning of Semantic Relation Composition
ACL 2011
Semantic Representation of Negation Using Focus Detection
ACL 2011
Automatic Discovery of Manner Relations and its Applications
EMNLP 2010
Composition of Semantic Relations: Model and Applications
COLING 2010
Speeding Up Full Syntactic Parsing by Leveraging Partial Parsing Decisions
COLING 2006
A Logic-Based Semantic Approach to Recognizing Textual Entailment
COLING 2006
A Logic-Based Semantic Approach to Recognizing Textual Entailment
ACL 2006
Speeding Up Full Syntactic Parsing by Leveraging Partial Parsing Decisions
ACL 2006
Question Answering with Lexical Chains Propagating Verb Arguments
ACL 2006
Question Answering with Lexical Chains Propagating Verb Arguments
COLING 2006
A Semantic Approach to Recognizing Textual Entailment
EMNLP 2005
Experiments with Interactive Question-Answering
ACL 2005
PP-attachment Disambiguation using Large Context
EMNLP 2005
A Semantic Scattering Model for the Automatic Interpretation of Genitives
EMNLP 2005
Learning Semantic Constraints for the Automatic Discovery of Part-Whole Relations
NAACL 2003
COGEX: A Logic Prover for Question Answering
NAACL 2003
Performance Issues and Error Analysis in an Open-Domain Question Answering System
ACL 2002
Lexical Chains for Question Answering
COLING 2002
Open-Domain Voice-Activated Question Answering
COLING 2002
The Role of Lexico-Semantic Feedback in Open-Domain Textual Question-Answering
ACL 2001
Logic Form Transformation of WordNet and its Applicability to Question Answering
ACL 2001
The Structure and Performance of an Open-Domain Question Answering System
ACL 2000
Domain-Specific Knowledge Acquisition from Text
NAACL 2000
Semantic Indexing using WordNet Senses
ACL 2000