Search Results for author: Philipp Christmann

Found 6 papers, 3 papers with code

Faithful Temporal Question Answering over Heterogeneous Sources

no code implementations23 Feb 2024 Zhen Jia, Philipp Christmann, Gerhard Weikum

The method has three stages: (i) understanding the question and its temporal conditions, (ii) retrieving evidence from all sources, and (iii) faithfully answering the question.

Question Answering

CompMix: A Benchmark for Heterogeneous Question Answering

no code implementations21 Jun 2023 Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum

Fact-centric question answering (QA) often requires access to multiple, heterogeneous, information sources.

Question Answering

Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks

1 code implementation2 May 2023 Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum

In conversational question answering, users express their information needs through a series of utterances with incomplete context.

Conversational Question Answering

Conversational Question Answering on Heterogeneous Sources

no code implementations25 Apr 2022 Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum

Conversational question answering (ConvQA) tackles sequential information needs where contexts in follow-up questions are left implicit.

Conversational Question Answering Decoder

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

1 code implementation19 Aug 2021 Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum

Answering complex questions over knowledge bases (KB-QA) faces huge input data with billions of facts, involving millions of entities and thousands of predicates.

Entity Disambiguation Knowledge Graphs +1

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