Adam Pauls
23 papers · 2006–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π€
Dynamic Duo
(15)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Keywords
semantic parsing
(6)
natural language understanding
(3)
constrained decoding
(2)
language model
(2)
response generation
(1)
syntactic parsing
(1)
attention mechanism
(1)
automatic speech recognition
(1)
conversational ai
(1)
spoken language understanding
(1)
prompt-based learning
(1)
class imbalance
(1)
compositional generalization
(1)
table understanding
(1)
speech recognition
(1)
domain generalization
(1)
training data
(1)
dialogue history
(1)
program generation
(1)
few-shot learning
(1)
Papers
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
NeurIPS 2023
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
ACL 2023
Toward Interactive Dictation
ACL 2023
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
ACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
EMNLP 2022
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention
NAACL 2021
Constrained Language Models Yield Few-Shot Semantic Parsers
EMNLP 2021
Value-Agnostic Conversational Semantic Parsing
ACL 2021
Large-Scale Syntactic Language Modeling with Treelets
ACL 2012
Syntactic Transfer Using a Bilingual Lexicon
EMNLP 2012
Faster and Smaller N-Gram Language Models
ACL 2011
Bayesian Inference for Finite-State Transducers
NAACL 2010
Efficient Optimization of an MDL-Inspired Objective Function for Unsupervised Part-Of-Speech Tagging
ACL 2010
Hierarchical A* Parsing with Bridge Outside Scores
ACL 2010
Top-Down K-Best A* Parsing
ACL 2010
Unsupervised Syntactic Alignment with Inversion Transduction Grammars
NAACL 2010
Asynchronous Binarization for Synchronous Grammars
ACL 2009
Consensus Training for Consensus Decoding in Machine Translation
EMNLP 2009
Efficient Parsing for Transducer Grammars
NAACL 2009
Hierarchical Search for Parsing
NAACL 2009
K-Best A* Parsing
ACL 2009
Learning Structured Models for Phone Recognition
EMNLP 2007
Multi-Document Summarization of Evaluative Text
EACL 2006