[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models
☆568Aug 22, 2023Updated 2 years ago
Alternatives and similar repositories for UnifiedSKG
Users that are interested in UnifiedSKG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆324Aug 25, 2023Updated 2 years ago
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆109Jul 15, 2023Updated 2 years ago
- ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor☆299Feb 6, 2023Updated 3 years ago
- Data and Code Release for "On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries"☆55Nov 9, 2020Updated 5 years ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆961Apr 26, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆129Jul 26, 2023Updated 2 years ago
- Translating natural language questions to structured query language (SQL)☆236Sep 8, 2025Updated 7 months ago
- Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs(EMNLP2019)☆19Dec 3, 2019Updated 6 years ago
- Paper collection on building and evaluating language model agents via executable language grounding☆365Apr 29, 2024Updated last year
- Multiple paper open-source codes of the Microsoft Research Asia DKI group☆386Nov 10, 2023Updated 2 years ago
- A framework for human-readable prompt-based method with large language models. Specially designed for researchers. (Deprecated, check out…☆131Feb 25, 2023Updated 3 years ago
- A relation-aware semantic parsing model from English to SQL☆445Aug 22, 2023Updated 2 years ago
- Dataset for TACL 2022 paper: "FeTaQA: Free-form Table Question Answering"☆88May 11, 2023Updated 2 years ago
- scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge☆1,055May 29, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Dataset and code for EMNLP2020 paper "HybridQA: A Dataset of Multi-Hop Question Answeringover Tabular and Textual Data"☆244Jun 3, 2023Updated 2 years ago
- Awesome papers on Language-Model-as-a-Service (LMaaS)☆545May 14, 2024Updated last year
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆108Dec 16, 2025Updated 4 months ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,298Jul 17, 2023Updated 2 years ago
- [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.☆56Apr 1, 2024Updated 2 years ago
- [EACL'23] MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages☆23Feb 13, 2023Updated 3 years ago
- PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. PICARD is a ServiceNow Research project tha…☆377Oct 18, 2023Updated 2 years ago
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)☆162Dec 20, 2023Updated 2 years ago
- Code and Data for ICLR2021 Paper "Open Question Answering over Tables and Text"☆160Jan 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Expanding natural instructions☆1,039Dec 11, 2023Updated 2 years ago
- [EMNLP 2022] TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data☆17May 17, 2023Updated 2 years ago
- End-to-end neural table-text understanding models.☆1,203Jul 22, 2024Updated last year
- ☆31Sep 4, 2021Updated 4 years ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,104Oct 5, 2023Updated 2 years ago
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task☆137Mar 22, 2022Updated 4 years ago
- Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion☆13Jul 26, 2023Updated 2 years ago
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Model…☆271Nov 8, 2022Updated 3 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆730Aug 29, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Semantic parsers based on encoder-decoder framework☆92Mar 8, 2023Updated 3 years ago
- The official repository for the paper "From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning".☆66Apr 18, 2023Updated 3 years ago
- [EMNLP'23] Code for Generating Data for Symbolic Language with Large Language Models☆18Oct 21, 2023Updated 2 years ago
- This repository contains source code for the PASTA model, a pre-trained language model for table-based fact verification.☆18Dec 27, 2022Updated 3 years ago
- Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering☆30Dec 2, 2022Updated 3 years ago
- Paper collections of retrieval-based (augmented) language model.☆232May 24, 2024Updated last year
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆68Nov 26, 2021Updated 4 years ago