pcyin / tranX
A general-purpose neural semantic parser for mapping natural language queries into machine executable code
☆460Updated last year
Related projects: ⓘ
- A syntactic neural model for parsing natural language to executable code☆184Updated last year
- Fast BPE☆652Updated 3 months ago
- ☆202Updated last month
- Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.☆200Updated 4 years ago
- A tool for holistic analysis of language generations systems☆465Updated 2 years ago
- Materials from the ACL 2018 tutorial on neural semantic parsing☆402Updated 6 years ago
- Codebase for testing whether hidden states of neural networks encode discrete structures.☆379Updated 6 months ago
- ☆317Updated last year
- An algorithm for cross-domain NL2SQL☆268Updated last year
- StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in "StaQC: A Sy…☆165Updated 3 years ago
- ☆169Updated 6 years ago
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task☆132Updated 2 years ago
- Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"☆136Updated last month
- Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).☆304Updated 4 months ago
- Neural Text Generation with Unlikelihood Training☆311Updated 3 years ago
- Resources for the MRQA 2019 Shared Task☆290Updated 3 years ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆629Updated last year
- ☆436Updated 3 years ago
- Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with appl…☆375Updated last year
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 2 years ago
- ☆262Updated 2 years ago
- Byte Pair Encoding for Python!☆222Updated 2 years ago
- This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, an…☆545Updated 2 years ago
- Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"☆96Updated last year
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆285Updated last year
- Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743☆391Updated last year
- Translating natural language questions to a structured query language☆221Updated last year
- Data and Code for ICLR2020 Paper "TabFact: A Large-scale Dataset for Table-based Fact Verification"☆371Updated last year
- Neural Network for generating structured queries from natural language.☆428Updated 11 months ago
- Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.☆1,128Updated 6 months ago