Datum | Sitzung | Materialien |
25.10. | Einführung | Folien |
01.11. | Break | |
08.11. | "A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap"
"Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback" | |
15.11. | "Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task"
"SParC: Cross-Domain Semantic Parsing in Context" | Frederick Riemenschneider (Paper 1) |
22.11. | "SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning"
"SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task" | Laura Zeidler (Paper 1), Paper 2 postponed |
29.11. | "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing" | Simon Kreuzer |
06.12. | "Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions" | Dang Nguyen |
13.12. | "RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers" | Janosch Gehring |
20.12. | "RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases" | Natalia Minakova |
10.01. | "Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing" | Marinco Möbius |
17.01. | "PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models" | Ines Reinig |
24.01. | "CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases"
"Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback" | Ines Reinig (Paper 1)Pablo (Paper 2) |