QA@MPII-D5

QA@MPII-D5 Projects

Conversational QA

REIGN

Robust Training for Conversational Question Answering Models via Reinforced Reformulation Generation

(WSDM 2024)

EXPLAIGNN

Explainable Conversational Question Answering
over Heterogeneous Sources

(SIGIR 2023)

CONVINSE

Conversational Question Answering on Heterogeneous Sources

(SIGIR 2022)

CONQUER

Reinforcement Learning from Reformulations for Conversational QA over KGs

(SIGIR 2021)

CROWN

Conversational Question Answering over Passages by Leveraging Word Proximity Networks

(SIGIR 2020)

CONVEX

A Benchmark and Method for Conversational Question Answering over Knowledge Graphs

(CIKM 2019)

Heterogeneous QA

FAITH / TIQ

Faithful Temporal Question Answering over Heterogeneous Sources

(WWW 2024)

CompMix

A Benchmark for Heterogeneous Question Answering

(WWW 2024)

EXPLAIGNN

Explainable Conversational Question Answering
over Heterogeneous Sources

(SIGIR 2023)

UNIQORN

Unified Question Answering over RDF Knowledge Graphs and Natural Language Text

(arXiv 2023)

CONVINSE

Conversational Question Answering on Heterogeneous Sources

(SIGIR 2022)

Temporal QA

FAITH / TIQ

Faithful Temporal Question Answering over Heterogeneous Sources

(WWW 2024)

EXAQT

Complex Temporal Question Answering on Knowledge Graphs

(CIKM 2021)

TEQUILA

Temporal Question Answering over Knowledge Bases

(CIKM 2018)

Complex QA

CompMix

A Benchmark for Heterogeneous Question Answering

(WWW 2024)

UNIQORN

Unified Question Answering over RDF Knowledge Graphs and Natural Language Text

(arXiv 2023)

CLOCQ

Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases

(WSDM 2022)

QUEST

Answering Complex Questions by joining Multi-Document Evidence with Quasi Knowledge Graphs

(SIGIR 2019)

ComQA

A Dataset for Complex Factoid Question Answering with Paraphrase Clusters

(NAACL 2019)

Simple QA

QUINT

Interpretable Question Answering Over Knowledge Bases

(WWW 2017, EMNLP 2017)

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