Abstract: An Arabic information extraction apparatus includes one or more processors configured to: receive a query comprising a long query or a short query; extract, using one or more language models, a named entity and a keyword from the query to generate extracted information; classify, using one or more classification models, the query to generate a classified query; convert the classified query and the extracted information into a dense vector representation; and determine and output a similarity match between the dense vector representation and a document vector representation of a knowledge base comprising an Islamic law document.

Abstract: Disclosed is a method and apparatus for identifying similar record elements to a query, the method including receiving a query, determining an index for the query, generating candidate records from a reference list to match the query based on the index and applying any one or any combination of a q-gram filter, a length filter, and a shared character count (SCC) filter, determining similarity scores of each of the candidate records identifying records from among the candidate records having a similarity score greater than or equal to a threshold, selecting data records similar to the query based on sorting the selected records according to respective similarity scores, and outputting one or more of the selected data records.

Abstract: A crown setting device for a timepiece comprising: a case; a bezel attached to the case; a setting stem in axially slideable communication with the case; a crown shaft, the crown shaft comprising: a first end; a second end; a first portion of the crown shaft abutting the first end; a second portion of the crown shaft abutting the second end; and wherein the first end is in fixed communication with the setting stem; a crown in fixed communication with the second end; and wherein the second portion is at an angle ? with respect to the first portion, and wherein the angle ? is between about 90° and about 175°.

Abstract: A watch comprising: a watch bezel; a watch case in communication with the watch bezel, the watch case comprising several vents which are generally configured to allow air to flow through the vents.

Abstract: A watch comprising: a watch bezel; a watch case in communication with the watch bezel, the watch case comprising several vents which are generally configured to allow air to flow through the vents.

Abstract: A crown setting device for a timepiece comprising: a case; a bezel attached to the case; a setting stem in axially slideable communication with the case; a crown shaft, the crown shaft comprising: a first end; a second end; a first portion of the crown shaft abutting the first end; a second portion of the crown shaft abutting the second end; and wherein the first end is in fixed communication with the setting stem; a crown in fixed communication with the second end; and wherein the second portion is at an angle ? with respect to the first portion, and wherein the angle ? is between about 90° and about 175°.

Abstract: The present invention provides a rotational aid for setting a multimode electronic device of the type having a rotatable ring coupled to a switching mechanism. The rotational aid includes a handle and a device for coupling the handle to the ring. The handle is positionable in at least a retracted position and a deployed position. When in the deployed position, the handle projects outwardly from the ring such that the rotation of the ring is facilitated by the movement of the deployed handle. The present invention also provides a multimode electronic device having a case and an integrated circuit operable in a plurality of states. The electronic device includes a rotating switching mechanism at least partially disposed within the case. The switching mechanism includes a rotatable setting stem operatively coupled to the integrated circuit. The electronic device also includes a ring rotatably mounted on the case. The ring is coupleable to the switching mechanism.