xlang-ai / UnifiedSKGView external linksLinks
[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
Sorting:
- [ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"☆325Aug 25, 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☆958Apr 26, 2024Updated last year
- Multiple paper open-source codes of the Microsoft Research Asia DKI group☆385Nov 10, 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
- A framework for human-readable prompt-based method with large language models. Specially designed for researchers. (Deprecated, check out…☆131Feb 25, 2023Updated 2 years ago
- Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs(EMNLP2019)☆19Dec 3, 2019Updated 6 years ago
- Dataset for TACL 2022 paper: "FeTaQA: Free-form Table Question Answering"☆87May 11, 2023Updated 2 years ago
- Dataset and code for EMNLP2020 paper "HybridQA: A Dataset of Multi-Hop Question Answeringover Tabular and Textual Data"☆243Jun 3, 2023Updated 2 years ago
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆107Dec 16, 2025Updated 2 months ago
- Paper collection on building and evaluating language model agents via executable language grounding☆365Apr 29, 2024Updated last year
- Code and Data for ICLR2021 Paper "Open Question Answering over Tables and Text"☆158Jan 2, 2024Updated 2 years ago
- 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)☆234Sep 8, 2025Updated 5 months ago
- Awesome papers on Language-Model-as-a-Service (LMaaS)☆547May 14, 2024Updated last year
- A relation-aware semantic parsing model from English to SQL☆444Aug 22, 2023Updated 2 years ago
- scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge☆1,031May 29, 2024Updated last year
- Expanding natural instructions☆1,030Dec 11, 2023Updated 2 years ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,297Jul 17, 2023Updated 2 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆68Nov 26, 2021Updated 4 years ago
- [EACL'23] MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages☆23Feb 13, 2023Updated 3 years ago
- Semantic parsers based on encoder-decoder framework☆91Mar 8, 2023Updated 2 years ago
- End-to-end neural table-text understanding models.☆1,204Jul 22, 2024Updated last year
- [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.☆57Apr 1, 2024Updated last year
- [EMNLP 2022] TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data☆17May 17, 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
- Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System (ACL 2022)☆162Dec 20, 2023Updated 2 years ago
- Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing☆286Aug 8, 2022Updated 3 years ago
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆731Aug 29, 2022Updated 3 years ago
- PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. PICARD is a ServiceNow Research project tha…☆374Oct 18, 2023Updated 2 years ago
- Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering☆30Dec 2, 2022Updated 3 years ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,100Oct 5, 2023Updated 2 years ago
- Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion☆14Jul 26, 2023Updated 2 years ago
- ☆151Oct 12, 2022Updated 3 years ago
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆168Oct 7, 2022Updated 3 years ago
- ☆1,559Feb 5, 2026Updated last week
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆273Apr 15, 2023Updated 2 years ago
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆267Oct 30, 2024Updated last year