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Papers
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering
ACL 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations
ACL 2023
TACR: A Table Alignment-based Cell Selection Method for HybridQA
ACL 2023
Unified Language Representation for Question Answering over Text, Tables, and Images
ACL 2023
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry
NAACL 2022
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering
AAAI 2022
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning
ACL 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering
NAACL 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples
EMNLP 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
EMNLP 2022
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach
EMNLP 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables
NAACL 2021
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering
ACL 2021
Open Domain Question Answering over Tables via Dense Retrieval
NAACL 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables
SemEval 2021
Topic Transferable Table Question Answering
EMNLP 2021
PlotQA: Reasoning over Scientific Plots
WACV 2020
TaPas: Weakly Supervised Table Parsing via Pre-training
ACL 2020
Understanding tables with intermediate pre-training
EMNLP 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