← Authors

Dan Moldovan

34 papers · 2000–2022 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (22) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) πŸ‘₯ Mega-Team (40) πŸš€ Conference Pioneer πŸ’Ž Century Club (34) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ”₯ Unstoppable (5)

Conferences

ACL (12) COLING (8) EMNLP (5) NAACL (4) AISTATS (1) CVPR (1) EACL (1) JMLR (1) NIPS (1)

Top co-authors

Eduardo Blanco (7) Sanda Harabagiu (6) Roxana Girju (4) Vasile Rus (4) Adrian Novischi (3) Marius Pasca (3) Marta Tatu (3) Rada Mihalcea (3) Mihai Surdeanu (2) Alexander D'Amour (2)

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