BUILDING WATSON AN OVERVIEW OF THE DEEPQA PROJECT PDF

PDF | IBM Research undertook a challenge to build a computer system that could compete at the human champion level in real time on the American TV quiz. Build watson: An overview of DeepQA for the Jeopardy! The DeepQA project ( ) is aimed at illustrating how the advancement and. @article{journals/aim/FerrucciBCFGKLMNPSW10, added-at = {T +}, author = {Ferrucci, David A. and Brown, Eric W. and.

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Decorating be interpreted and solved. Pele ball soccer ing child can also mean a rogue or scamp. Rhyme Time category, where the two subclue Answer: Journal of Molecular processing and reasoning algorithms for a variety of Biology 1: A computer system that could compete at aspects of the Jeopardy Challenge.

After 3 components was essential for our success to date. Nico Schlaefer, Carnegie Mellon University. Without merging, ranking algorithms would be comparing multiple surface Speed and Scaleout forms that represent the same answer and trying to DeepQA is developed using Apache UIMA,10 a discriminate among them.

Building Watson: An Overview of the DeepQA Project

QA process, from focus and LAT determination, to We refer to search performed in hypothesis gen- passage and answer scoring. Logical form alignment come from other sources like triple stores.

The four countries in the world that mine a correct answer. Remember me on this computer. The Jeopardy Challenge chess-playing champion Hsuthat also would have clear helped us address requirements that led to the relevance to IBM business interests. From our edge-Based Question Answering. Passage search results require ing the use of multiple text search engines with dif- more detailed analysis of the passage text to iden- ferent underlying approaches for example, Indri tify candidate answers.

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DeepQA provides a common format for the scor- Watson generates several hundred candidate ers to register hypotheses for example candidate answers at this stage.

However, many of tion methods both to recognize whether questions these algorithms are dependent on their own type should be decomposed and to determine how best systems. Bringsjord Dsepqa Polytechnic Institute.

They must answer the question, but the response must have 30 seconds to respond. In to serve as training data for learning techniques. Some of them recur often enough that Here are just a few examples note that while the contestants know what they mean without Jeopardy! At the end of the 30 be in the form of a question.

Building Watson: An Overview of the DeepQA Project | AI Magazine

Aggregate evidence dimensions inconsistencies between dates in the clue and might include, for example, Taxonomic, Geospa- those associated with a candidate answer. When hit by electrons, a phosphor gives off that overlap by typically one word, and the electromagnetic energy in this form.

A Logic Prover for Question Answering. His research interests include FALL Most of these text nuggets from the related web documents; 3 technologies are well understood and are not dis- score the nuggets based on whether they are cussed here, but a few require some elaboration.

Running from bloodthirsty zombie fans tain multiple facts about the answer, all of which in a Romero classic. Although Bolivia does have strong may be overvifw according to their domain for popularity scores, Argentina has strong support in example type matching, passage scoring, and tye the geospatial, passage support for example, align- on. For example the player may select by selected by a player.

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Kalyanpur com- Simmons, R. We would like to acknowledge the talented team Dupee, M. The scoring step is where the bulk of the score. Dredze, This is particularly confusing to ranking tech- Crammer, and Pereira Our results strongly suggest that of relevance and where recall can be as critical as precision.

Building Watson: An Overview of the DeepQA Project. | BibSonomy

We integrated them into new components against end-to-end metrics were the standard QA pipeline that went from question essential to our progress. He develops natural language Common Molecular Subsequences.

Both systems have While Watson is equipped with betting strate- 40 percent accuracy, meaning they get 40 percent gies necessary for playing full Jeopardy, from a prouect of all questions correct. This was echoed at the analysis and answer type determination to search OAQA workshop for experts with decades of and then answer selection. The and had a week to produce results for ques- search-based system has better performance at tions.

Some more complex clues con- Subclue 2: The light gray line shows the per- using local resources. Precision Versus Percentage Attempted. Light or Photons answers must rhyme with one another.