Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for a sequence to sequence to classification model for generating recommended messages. A messaging system generates, using a sequence to sequence encoder, an embedding vector from a message being transmitted as part of a communication session, the sequence to sequence encoder having been trained based on historical message data that includes messages transmitted between users of the messaging system. The messaging system determines, based on the embedding vector, a set of candidate responses for replying to the first message, the set of candidate responses being a subset of a set of available responses. The messaging system selects, from the set of candidate responses, a set of recommended responses to the first message, and causes the set of recommended responses to be presented by a client device of a recipient user of the first message.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for a sequence to sequence to classification model for generating recommended messages. A messaging system generates, using a sequence to sequence encoder, an embedding vector from a message being transmitted as part of a communication session, the sequence to sequence encoder having been trained based on historical message data that includes messages transmitted between users of the messaging system. The messaging system determines, based on the embedding vector, a set of candidate responses for replying to the first message, the set of candidate responses being a subset of a set of available responses. The messaging system selects, from the set of candidate responses, a set of recommended responses to the first message, and causes the set of recommended responses to be presented by a client device of a recipient user of the first message.

Abstract: Apparatus for performing dicing of die on wafer interposers. Apparatuses are disclosed for use with the methods of dicing an interposer having integrated circuit dies mounted thereon. An apparatus includes a wafer carrier mounted in a frame and having a size corresponding to a silicon interposer, a fixture mounted to the wafer carrier and comprising a layer of material to provide mechanical support to the die side of the silicon interposer, the fixture being patterned to fill spaces between integrated circuit dies mounted on an interposer; and an adhesive tape disposed on a surface of the fixture for adhering to the surface of a silicon interposer. Additional alternative apparatuses are disclosed.

Abstract: A light-emitting device (LED) package component includes a carrier wafer. The carrier wafer includes a first through-substrate via (TSV) configured to electrically connecting features on opposite sides of the carrier wafer. A light-emitting device (LED) is bonded onto the carrier wafer. The LED are electrically connected to the first TSV. A conductive thermal interface material (TIM) is located between, and adjoining, the first TSV and the LED.

Abstract: An optical emitter is fabricated by bonding a Light-Emitting Diode (LED) die to a package wafer, electrically connecting the LED die and the package wafer, forming a phosphor coating over the LED die on the package wafer, molding a lens over the LED die on the package wafer, molding a reflector on the package wafer, and dicing the wafer into at least one optical emitter.

Abstract: A wafer level package includes a semiconductor die bonded on a supporting wafer. The semiconductor die has at least a step recess at its substrate. An underfill layer is formed between the semiconductor die and the supporting wafer. Moreover, the height of the underfill layer is limited by the step recess. During a fabrication process of the wafer level package, the step recess helps to reduce the stress on the wafer level package.

Abstract: Methods and apparatus for performing molding on die on wafer interposers. A method includes receiving an interposer assembly having a die side and an opposite side including two or more integrated circuit dies mounted on the die side of the interposer, the interposer assembly having spaces formed on the die side of the interposer between the two or more integrated circuit dies; mounting at least one stress relief feature on the die side of the interposer assembly in one of the spaces between the two or more integrated circuit dies; and molding the integrated circuit dies using a mold compound, the mold compound surrounding the two or more integrated circuit dies and the at least one stress relief feature. An apparatus is disclosed having integrated circuits mounted on a die side of an interposer, stress relief features between the integrated circuits and mold compound over the integrated circuits.

Abstract: Protection of a solder ball joint is disclosed in which the solder ball joint is located below the surface level of the encapsulating buffer layer. The buffering layer is etched to expose one or more electrode posts, each of which may be made up of a single column or multiple columns. A top layer resulting either from a top conductive cap or a plating layer around the electrode posts also lies below the buffer layer. When the solder ball is placed onto the posts, the solder/ball joint is protected in a position below the surface of the buffer layer, while still maintaining an electrical connection between the various solder balls and their associated or capping/plating material, electrode posts, wiring layers, and circuit layers. Therefore, the entire ball joint is protected from direct stress.

Abstract: Apparatus for performing dicing of die on wafer interposers. Apparatuses are disclosed for use with the methods of dicing an interposer having integrated circuit dies mounted thereon. An apparatus includes a wafer carrier mounted in a frame and having a size corresponding to a silicon interposer, a fixture mounted to the wafer carrier and comprising a layer of material to provide mechanical support to the die side of the silicon interposer, the fixture being patterned to fill spaces between integrated circuit dies mounted on an interposer; and an adhesive tape disposed on a surface of the fixture for adhering to the surface of a silicon interposer. Additional alternative apparatuses are disclosed.

Abstract: A light-emitting device (LED) package component includes a carrier wafer. The carrier wafer includes a first through-substrate via (TSV) configured to electrically connecting features on opposite sides of the carrier wafer. A light-emitting device (LED) is bonded onto the carrier wafer. The LED are electrically connected to the first TSV. A conductive thermal interface material (TIM) is located between, and adjoining, the first TSV and the LED.

Abstract: Apparatus for performing dicing of die on wafer interposers. Apparatuses are disclosed for use with the methods of dicing an interposer having integrated circuit dies mounted thereon. An apparatus includes a wafer carrier mounted in a frame and having a size corresponding to a silicon interposer, a fixture mounted to the wafer carrier and comprising a layer of material to provide mechanical support to the die side of the silicon interposer, the fixture being patterned to fill spaces between integrated circuit dies mounted on an interposer; and an adhesive tape disposed on a surface of the fixture for adhering to the surface of a silicon interposer. Additional alternative apparatuses are disclosed.

Abstract: A method of forming a light-emitting device (LED) package component includes providing a substrate; forming an LED on the substrate; and lifting the LED off the substrate. A carrier wafer is provided, which includes a through-substrate via (TSV) configured to electrically connecting features on opposite sides of the carrier wafer. The LED is bonded onto the carrier wafer, with the LED electrically connected to the TSV.

Abstract: A wafer level package includes a semiconductor die bonded on a supporting wafer. The semiconductor die has at least a step recess at its substrate. An underfill layer is formed between the semiconductor die and the supporting wafer. Moreover, the height of the underfill layer is limited by the step recess. During a fabrication process of the wafer level package, the step recess helps to reduce the stress on the wafer level package.

Abstract: A device includes a package component, and a die over and bonded to the package component. The die includes a substrate. A heat sink is disposed over and bonded to a back surface of the substrate through direct bonding.

Abstract: A wafer level package includes a semiconductor die bonded on a supporting wafer. The semiconductor die has at least a step recess at its substrate. An underfill layer is formed between the semiconductor die and the supporting wafer. Moreover, the height of the underfill layer is limited by the step recess. During a fabrication process of the wafer level package, the step recess helps to reduce the stress on the wafer level package.

Abstract: Methods and apparatus for performing molding on die on wafer interposers. A method includes receiving an interposer assembly having a die side and an opposite side including two or more integrated circuit dies mounted on the die side of the interposer, the interposer assembly having spaces formed on the die side of the interposer between the two or more integrated circuit dies; mounting at least one stress relief feature on the die side of the interposer assembly in one of the spaces between the two or more integrated circuit dies; and molding the integrated circuit dies using a mold compound, the mold compound surrounding the two or more integrated circuit dies and the at least one stress relief feature. An apparatus is disclosed having integrated circuits mounted on a die side of an interposer, stress relief features between the integrated circuits and mold compound over the integrated circuits.

Abstract: Organic-adhesive tapes are often used to secure and protect the bumps during wafer processing after bump formation. While residual organic-adhesive tape may remain on the wafer after tape de-lamination, applying a bump template layer on the bumps before laminating the tape allows any residue to be removed afterwards and results in a residue-free wafer.

Abstract: A method includes performing a dicing on a composite wafer including a plurality of dies, wherein the composite wafer is bonded on a carrier when the step of dicing is performed. After the step of dicing, the composite wafer is mounted onto a tape. The carrier is then de-bonded from the composite wafer and the first tape.

Abstract: A package system includes a substrate having at least one first thermally conductive structure through the substrate. At least one second thermally conductive structure is disposed over the at least one first thermally conductive structure. At least one light-emitting diode (LED) is disposed over the at least one second thermally conductive structure.

Abstract: Protection of a solder ball joint is disclosed in which the solder ball joint is located below the surface level of the encapsulating buffer layer. The buffering layer is etched to expose one or more electrode posts, each of which may be made up of a single column or multiple columns. A top layer resulting either from a top conductive cap or a plating layer around the electrode posts also lies below the buffer layer. When the solder ball is placed onto the posts, the solder/ball joint is protected in a position below the surface of the buffer layer, while still maintaining an electrical connection between the various solder balls and their associated or capping/plating material, electrode posts, wiring layers, and circuit layers. Therefore, the entire ball joint is protected from direct stress.