Download Adaptive Parsing: Self-Extending Natural Language Interfaces by Jill Fain Lehman PDF

By Jill Fain Lehman

As the pc steadily automates human-oriented initiatives in a number of environ­ ments, the interface among pcs and the ever-wider inhabitants of human clients assumes gradually expanding significance. within the workplace atmosphere, for example, clerical initiatives equivalent to record submitting and retrieval, and higher-level initiatives equivalent to scheduling conferences, making plans journey itineraries, and generating files for e-book, are being partly or completely computerized. the variety of clients for place of work­ orientated software program comprises clerks, secretaries, and businesspersons, none of whom are predominantly desktop literate. an analogous phenomenon is echoed within the manufacturing unit construction line, within the securities buying and selling ground, in executive companies, in educa­ tional associations, or even in the house. The arcane command languages of definite­ teryear have confirmed too excessive a barrier for delicate reputation of automatic func­ tions into the office, irrespective of how priceless those capabilities can be. laptop­ naive clients easily don't make the effort to profit intimidating and intricate laptop interfaces. in an effort to position the performance of modem desktops on the disposition of numerous person populations, a few diverse methods were attempted, many assembly with an important degree of good fortune, to wit: specified classes to coach clients within the less complicated command languages (such as MS-DOS), designing point-and-click menu/graphics interfaces that require less consumer familiarization (illustrated so much in actual fact within the Apple Macintosh), and interacting with the consumer in his or her language of choice.

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Extra info for Adaptive Parsing: Self-Extending Natural Language Interfaces

Sample text

The primary drawback to this kind of customization is that it suffers from the mismatch problems outlined in Chapter l-every user pays the performance price for the customizations desired by others. In addition, dependence on an expert means a potentially lengthy wait for the user's idiosyncratic grammar to become part of the system. In contrast, adaptive parsing makes the interface itself the on-site expert-only the individual's customizations are added to her interface, and added at the moment they are needed.

IF the user verifies but the deviations are not simple, THEN tell the user the action has been done and change the grammar after the session is over. 3c. IF the user does not verify but there is another interpretation THEN goto 3a. 3d. " 4. IF the utterance is composed of constituents from which a legitimate database action can be inferred and within which no more than two deviations occur, THEN consider it learnable by "constructive inference," and verify as above. 5. IF most of the user's sentences were parsable during the session, THEN give her supplementary instructions at the beginning of the next session that encourage her to perform the task as quickly as possible.

There are a number of observations to be made about the rules in the figure. First, note that Rule 2 adds new instances to extendable classes without considering the resolution as a deviation. The rationale is straightforward: as the grammar ap- proaches its bound, the probability that an unknown segment corresponds to a new instance must increase. In the limit, all unknowns can be resolved in this way. Since new instances of known classes are exactly the sort of change that continues to occur even after the grammar has stabilized, we want to make learning them relatively inexpensive and routine.

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