Күрделі веб-сұрақтар

material ID: complexwebquestions

Related Papers

The Web as a Knowledge-Base for Answering Complex Questions

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractAnswering complex questions is a time-consuming activity for humans that requires reasoning and integration of information. Recent work on reading comprehension made headway in answering simple questions, but tackling complex …...

22317

Complex Question Decomposition for Semantic Parsing

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractIn this work, we focus on complex question semantic parsing and propose a novel Hierarchical Semantic Parsing (HSP) method, which utilizes the decompositionality of complex questions for semantic parsing. Our …...

39522

Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractEnd-to-end question answering using a differentiable knowledge graph is a promising technique that requires only weak supervision, produces interpretable results, and is fully differentiable. Previous implementations of this technique (Cohen …...

31069

Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractQuestion answering over knowledge bases (KBQA) for complex questions is a challenging task in natural language processing. Recently, generation-based methods that translate natural language questions to executable logical forms have …...

5072

Program Transfer for Answering Complex Questions over Knowledge Bases

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractProgram induction for answering complex questions over knowledge bases (KBs) aims to decompose a question into a multi-step program, whose execution against the KB produces the final answer. Learning to …...

37132

Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractExisting studies on semantic parsing focus on mapping a natural-language utterance to a logical form (LF) in one turn. However, because natural language may contain ambiguity and variability, this is …...

32959

Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractSemantic parsing maps natural language questions into logical forms, which can be executed against a knowledge base for answers. In real-world applications, the performance of a parser is often limited …...

27015