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Papers
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
NeurIPS 2024
DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering
COLING 2024
E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate
NAACL 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering
NAACL 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering
COLING 2024
Learning Relational Decomposition of Queries for Question Answering from Tables
ACL 2024
MATSA: Multi-Agent Table Structure Attribution
EMNLP 2024
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs
COLING 2024
Revisiting Automated Evaluation for Long-form Table Question Answering
EMNLP 2024
Sub-Table Rescorer for Table Question Answering
COLING 2024
Table Question Answering for Low-resourced Indic Languages
EMNLP 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
NeurIPS 2024
TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model
COLING 2024
TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning
ACL 2024
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
AAAI 2024
An Inner Table Retriever for Robust Table Question Answering
ACL 2023
API-Assisted Code Generation for Question Answering on Varied Table Structures
EMNLP 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality
ACL 2023
CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data
EMNLP 2023
HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies
EMNLP 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures
ACL 2023
Large Language Models are Complex Table Parsers
EMNLP 2023
Large Language Models are few(1)-shot Table Reasoners
EACL 2023
LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering
ACL 2023
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering
ACL 2023