Сұрақтарға жауап беру деректер жиынтығы

material ID: questionansweringdatasets

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Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThe first stage of every knowledge base question answering approach is to link entities in the input question. We investigate entity linking in the context of question answering task and …...

25606

CNM: An Interpretable Complex-valued Network for Matching

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThis paper seeks to model human language by the mathematical framework of quantum physics. With the well-designed mathematical formulations in quantum physics, this framework unifies different linguistic units in a …...

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A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWeakly supervised question answering usually has only the final answers as supervision signals while the correct solutions to derive the answers are not provided. This setting gives rise to the …...

8493

Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractRecent work has shown that dense passage retrieval techniques achieve better ranking accuracy in open-domain question answering compared to sparse retrieval techniques such as BM25, but at the cost of …...

31872

CausalQA: A Benchmark for Causal Question Answering

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractAt least 5% of questions submitted to search engines ask about cause-effect relationships in some way. To support the development of tailored approaches that can answer such questions, we construct …...

4932