Cost-Sensitive Training for Autoregressive Models. - Irina Saparina; Anton Osokin (CoRR, 2019)

SPARQLing Database Queries from Intermediate Question Decompositions. - Irina Saparina; Anton Osokin (EMNLP (1), 2021)

Searching for Better Database Queries in the Outputs of Semantic Parsers. - Anton Osokin; Irina Saparina; Ramil Yarullin (EACL (Findings), 2023)

Improving Generalization in Semantic Parsing by Increasing Natural Language Variation. - Irina Saparina; Mirella Lapata (EACL (1), 2024)

AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries. - Irina Saparina; Mirella Lapata (NeurIPS, 2024)

Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing. - Irina Saparina; Mirella Lapata (ACL (Findings), 2025)