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Table-based Question Answering

Answering questions based on given Tables or Datasets.

Papers

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Showing 1–16 of 16 papers

TitleStatusHype
MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning—0
Weaver: Interweaving SQL and LLM for Table Reasoning—0
Synthetic Clarification and Correction Dialogues about Data-Centric Tasks -- A Teacher-Student Approach—0
Tabular-TX: Theme-Explanation Structure-based Table Summarization via In-Context Learning—0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics—0
Piece of Table: A Divide-and-Conquer Approach for Selecting Sub-Tables in Table Question Answering—0
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQACode0
Seek and Solve Reasoning for Table Question Answering—0
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table UnderstandingCode2
TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering—0
Bridging the Gap: Deciphering Tabular Data Using Large Language Model—0
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question AnsweringCode1
Table Retrieval May Not Necessitate Table-specific Model DesignCode1
Table Retrieval Does Not Necessitate Table-specific Model Design—0
Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters—0
How to Seq2seq for SQL—0
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