microsoft / text-to-sql-schema-expansion-generalization
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
☆13Updated last year
Related projects: ⓘ
- A zero-shot neural semantic parser without using annotated parallel training data.☆8Updated 2 years ago
- Data and Code Release for "On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries"☆52Updated 3 years ago
- [EACL'23] MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages☆21Updated last year
- Implementation of the paper: "Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning…☆22Updated 2 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆15Updated 2 years ago
- code for the table-based open domain question answering project, with paper title: "Reasoning over Hybrid Chain for Table-and-Text Open D…☆12Updated 2 years ago
- ☆24Updated last year
- Code for the EMNLP 2020 paper "Re-examining the Role of Schema Linking in Text-to-SQL".☆26Updated 3 years ago
- ICLR 2021: Pre-Training for Context Representation in Conversational Semantic Parsing☆30Updated 3 years ago
- The official code and dataset for EMNLP 2022 paper "COPEN: Probing Conceptual Knowledge in Pre-trained Language Models".☆19Updated last year
- Using self-play to augment multi-turn text-to-SQL datasets☆10Updated last year
- ☆14Updated 2 years ago
- Code for COLING 2022 long paper: Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-…☆21Updated last year
- The project page for "SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables"☆16Updated 9 months ago
- ☆31Updated 3 years ago
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆61Updated 5 months ago
- ☆37Updated 2 years ago
- code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft S…☆11Updated last year
- Technical Report: Is ChatGPT a Good NLG Evaluator? A Preliminary Study☆41Updated last year
- EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation☆38Updated last year
- Code for the ACL2022 paper "Synthetic Question Value Estimation for Domain Adaptation of Question Answering"☆16Updated 2 years ago
- [EMNLP 2021] Dataset and PyTorch Code for ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning☆10Updated last year
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆13Updated last year
- The source code of our ACL paper "A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance an…☆14Updated last year
- Data and code for ACL 2022 paper "MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data"☆41Updated 2 years ago
- ☆42Updated 8 months ago
- NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks☆20Updated 2 years ago
- ☆65Updated 2 years ago
- WikiWhy is a new benchmark for evaluating LLMs' ability to explain between cause-effect relationships. It is a QA dataset containing 9000…☆44Updated 9 months ago
- EMNLP 2022: Generating Natural Language Proofs with Verifier-Guided Search https://arxiv.org/abs/2205.12443☆80Updated this week