TAT-QA (Tabular And Textual dataset for Question Answering) contains 16,552 questions associated with 2,757 hybrid contexts from real-world financial reports.
☆129Dec 9, 2024Updated last year
Alternatives and similar repositories for TAT-QA
Users that are interested in TAT-QA are comparing it to the libraries listed below
Sorting:
- [ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.☆107Dec 16, 2025Updated 2 months ago
- Data and code for EMNLP 2021 paper "FinQA: A Dataset of Numerical Reasoning over Financial Data"☆356Jun 6, 2022Updated 3 years ago
- Data and code for ACL 2022 paper "MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data"☆52Oct 22, 2024Updated last year
- TAT-DQA: Towards Complex Document Understanding By Discrete Reasoning☆23Sep 17, 2024Updated last year
- This is code for the EMNLP 2022 Paper "UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation".☆10Apr 30, 2023Updated 2 years ago
- The baseline method for CCIR 22 https://www.datafountain.cn/competitions/573☆13Aug 2, 2022Updated 3 years ago
- Data and code for EMNLP 2022 paper "ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering"☆118Nov 9, 2022Updated 3 years ago
- Crawled Wikipedia Tables with Passages☆13Aug 19, 2021Updated 4 years ago
- PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance☆14May 15, 2024Updated last year
- ☆17Oct 17, 2022Updated 3 years ago
- Code for COLING 2022 long paper: Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-…☆22Dec 15, 2022Updated 3 years ago
- [EMNLP 2022] TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data☆17May 17, 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
- Implementation of the paper: "Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning…☆22Nov 2, 2021Updated 4 years ago
- A comprehensive paper list of Reasoning over Tables.☆30Nov 6, 2022Updated 3 years ago
- This project makes available the code and data from our NAACL paper: "Capturing Row and Column Semantics in Transformer Based Question An…☆55Sep 17, 2025Updated 5 months ago
- Code and Data for ICLR2021 Paper "Open Question Answering over Tables and Text"☆158Jan 2, 2024Updated 2 years ago
- Data and Code for EMNLP 2022 paper "ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples"☆15Jun 4, 2023Updated 2 years ago
- ☆14Aug 3, 2021Updated 4 years ago
- Official Implementation of "Learning to Refuse: Towards Mitigating Privacy Risks in LLMs"☆10Dec 13, 2024Updated last year
- Data and Code Release for "On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries"☆55Nov 9, 2020Updated 5 years ago
- TSQA: Tabular Scenario Based Question Answering (AAAI 2021)☆18Dec 17, 2020Updated 5 years ago
- [NeurIPS 2024 D&B] Evaluating Copyright Takedown Methods for Language Models☆17Jul 17, 2024Updated last year
- Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering☆30Dec 2, 2022Updated 3 years ago
- Data and Code for ICLR2020 Paper "TabFact: A Large-scale Dataset for Table-based Fact Verification"☆414Sep 19, 2023Updated 2 years ago
- A list of Numerical Multimodal reasoning papers and their implementation☆11May 13, 2024Updated last year
- TUTA and ForTaP for Structure-Aware and Numerical-Reasoning-Aware Table Pre-Training☆126Dec 16, 2025Updated 2 months ago
- ☆63Mar 20, 2023Updated 2 years ago
- Data and code for ACL 2023 paper "RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations"☆15Feb 8, 2024Updated 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
- Two approaches for robust TableQA: 1) ITR is a general-purpose retrieval-based approach for handling long tables in TableQA transformer m…☆41Aug 21, 2023Updated 2 years ago
- ☆152Oct 12, 2022Updated 3 years ago
- Repository containing code for the NAACL 2021 paper (Incorporating External Knowledge to Enhance Tabular Reasoning)☆17Jun 20, 2021Updated 4 years ago
- Butler 是一个用于自动化服务管理和任务调度的工具项目。☆16Updated this week
- ☆14Jul 22, 2021Updated 4 years ago
- ☆14Sep 30, 2021Updated 4 years ago
- CSCW 2023 Best Demo Award: Conversational AI Explanations to Support Human-AI Scientific Writing☆14Jun 25, 2023Updated 2 years ago
- Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. Arxiv, 2024.☆16Oct 28, 2024Updated last year
- The code and data for paper "Large Language Models are few(1)-shot Table Reasoners" [EACL2023]☆48Apr 30, 2024Updated last year