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Watson/DeepQA: parallel evidence aggregation for open-domain quiz answering

Integrated question decomposition, high-recall candidate generation, soft filtering, heterogeneous evidence scorers, answer merging and learned confidence estimation in a parallel UIMA-based question-answering architecture.

What is recorded here?

Integrated question decomposition, high-recall candidate generation, soft filtering, heterogeneous evidence scorers, answer merging and learned confidence estimation in a parallel UIMA-based question-answering architecture.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

The2010 report describes precontest architecture and measured performance, not the later2011 televised victory. Twelve paper authors are not asserted to exhaust the larger engineering team. General QA integration only; proposed medical/business applications are not established outcomes and no biological or medical achievement is added.

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People and systems

David Ferrucci; Eric Brown; Jennifer Chu-Carroll; James Fan; David Gondek; Aditya A. Kalyanpur; Adam Lally; J. William Murdock; Eric Nyberg; John Prager; Nico Schlaefer; Chris Welty

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Watson/DeepQA: parallel evidence aggregation for open-domain quiz answering

Integrated question decomposition, high-recall candidate generation, soft filtering, heterogeneous evidence scorers, answer merging and learned confidence estimation in a parallel UIMA-based question-answering architecture.

Scientific scope

The2010 report describes precontest architecture and measured performance, not the later2011 televised victory. Twelve paper authors are not asserted to exhaust the larger engineering team. General QA integration only; proposed medical/business applications are not established outcomes and no biological or medical achievement is added.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

David Ferrucci; Eric Brown; Jennifer Chu-Carroll; James Fan; David Gondek; Aditya A. Kalyanpur; Adam Lally; J. William Murdock; Eric Nyberg; John Prager; Nico Schlaefer; Chris Welty

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources