Irina Saparina
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Applications
(4)
Generation
(4)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Understanding
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types
(1)
Optimization & Theory
(1)
Representation
(1)
Systems
(1)
Keywords
semantic parsing
(5)
ambiguity resolution
(2)
large language model
(2)
database query
(2)
natural language interface
(2)
natural language understanding
(1)
neural autoregressive model
(1)
knowledge graph
(1)
language model
(1)
supervised fine-tuning
(1)
sampling method
(1)
ambiguous question
(1)
search algorithm
(1)
neural semantic parser
(1)
response diversity
(1)
query generation
(1)
question reformulation
(1)
long-context reasoning
(1)
ambiguous queries
(1)
natural language variation
(1)
Papers
Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning
ACL 2026
Asking a Language Model for Diverse Responses
EMNLP 2025
Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing
ACL 2025
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
NeurIPS 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation
EACL 2024
Searching for Better Database Queries in the Outputs of Semantic Parsers
EACL 2023
SPARQLing Database Queries from Intermediate Question Decompositions
EMNLP 2021