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Table Retrieval

When given a query, the goal of this task is to retrieve a relevant table from a (potentially large) collection of tables. The query could be a single sentence (such as a question), or it could also be a conversation. As for the retrieval, the tables could be in the raw form (i.e. the values of each cells), the metadata (such as the title, description), or summary statistics.

Papers

Showing 2127 of 27 papers

TitleStatusHype
Ad Hoc Table Retrieval using Semantic SimilarityCode0
cTBLS: Augmenting Large Language Models with Conversational TablesCode0
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense RetrievalCode0
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQLCode0
Table2Vec: Neural Word and Entity Embeddings for Table Population and RetrievalCode0
Simulating Users in Interactive Web Table RetrievalCode0
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine IntentsCode0
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