conftrace_

table question answering

121 papers

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Also known as

TABLEQA TQA TABLE QA

Co-occurring keywords

large language model (13587) question answering (2963) code generation (746) tabular datum (226) table understanding (132) semantic parsing (960) zero-shot learning (3650) few-shot learning (3398) multi-agent system (1819) retrieval-augmented generation (1592)

Papers

Large Language Models are few(1)-shot Table Reasoners EACL 2023
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering NAACL 2022
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ACL 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022
Topic Transferable Table Question Answering EMNLP 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables SEMEVAL 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables ACL 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables NAACL 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering ACL 2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering IJCNLP 2021
Open Domain Question Answering over Tables via Dense Retrieval NAACL 2021
PlotQA: Reasoning over Scientific Plots WACV 2020
Understanding tables with intermediate pre-training EMNLP 2020
TaPas: Weakly Supervised Table Parsing via Pre-training ACL 2020
Answering Conversational Questions on Structured Data without Logical Forms EMNLP 2019
Adversarial TableQA: Attention Supervision for Question Answering on Tables ACML 2018
Neural Semantic Parsing with Type Constraints for Semi-Structured Tables EMNLP 2017