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

TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024
E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024
TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model COLING 2024
Sub-Table Rescorer for Table Question Answering COLING 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024
Revisiting Automated Evaluation for Long-form Table Question Answering EMNLP 2024
MATSA: Multi-Agent Table Structure Attribution EMNLP 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
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries AAAI 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL 2023
TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures 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
API-Assisted Code Generation for Question Answering on Varied Table Structures EMNLP 2023
Large Language Models are Complex Table Parsers EMNLP 2023
Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023
An Inner Table Retriever for Robust Table Question Answering ACL 2023
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering ACL 2023
LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering ACL 2023