Abstract: Dialogue summarization is challenging due to its multi-speaker standpoints, casual spoken language style, and limited labelled data. The embodiments are directed to a coarse-to-fine dialogue summarization model that improves abstractive dialogue summarization quality and enables granular controllability. A summary draft that includes key words for turns in a dialogue conversation history is created. The summary draft includes pseudo-labelled interrogative pronoun categories and noisy key phrases. The dialogue conversation history is divided into segments. A generate language model is trained to generate a segment summary for each dialogue segment using a portion of the summary draft that corresponds to at least one dialogue turn in the dialogue segment. A dialogue summary is generated using the generative language model trained using the summary draft.

Abstract: Described herein is a chamber component having a body comprising one or more aluminum alloy compositions. A surface of the chamber component has an aluminum alloy composition comprising aluminum (Al), wherein the Al is included in an amount of about 85 wt % to about 98 wt %, based on total weight of the alloy composition, and magnesium (Mg), wherein the Mg is included in an amount of about 1 wt % to about 5 wt %, based on total weight of the alloy composition. The aluminum alloy composition further includes one or more additional chemical elements that form an equiaxed grain structure of an aluminum matrix of the alloy composition.

Abstract: Provided herein are GLP-1 receptor modulator compounds, pharmaceutical compositions, methods of their preparation, and methods of their use in treatment, and/or diagnosis.

Abstract: An operating method of a fully homomorphic encrypted neural network model is provided, wherein the fully homomorphic encrypted neural network model includes a plurality of layers, and the method performed by a processor includes: for one of the plurality of layers, encrypting a plaintext input with a first encryption algorithm to generate a ciphertext vector, performing a convolution operation according to the ciphertext vector to generate a result vector, transforming the result vector into a plurality of result ciphertexts adopting a second encryption algorithm, inputting the plurality of result ciphertexts into an activation function to generate a plurality of encrypted activation values, and repacking the plurality of encrypted activation values to generate an output vector adopting the first encryption algorithm.

Abstract: A light source module includes a light guide plate, a first light source, multiple first optical microstructures, and multiple second optical microstructures. The first light source is disposed on a side of a first light incident surface of the light guide plate. The first and second optical microstructures are disposed on a bottom surface of the light guide plate, and respectively located in a first and a second zone. A first light receiving surface of each first optical microstructure facing the first light source has a first edge connecting the bottom surface, and a perpendicular bisector of the first edge passes through the first light source. The first zone does not overlap the second zone. A second light receiving surface of each second optical microstructure has a second edge connecting the bottom surface, and a perpendicular bisector of the second edge does not pass through the first light source.

Abstract: An electronic device and a processing method for locating wireless signals are provided here. The electronic device for locating wireless signals comprises: a plurality of antenna units, providing a plurality of antenna patterns; a switching control circuit, connected to the antenna units, wherein the switching control circuit is selectively electrically connected to at least one of the antenna units, so as to select one of the antenna patterns correspondingly; a communication module, electrically connected to the switching control circuit; and a processing circuit, electrically connected to the switching control circuit and the communication module and configured to control the switching control circuit to be electrically connected to the communication module and at least one of the antenna units.

Abstract: A door locking mechanism and semiconductor container using the same include door panel, cover, and locking module. The door panel has a first stop structure. The cover and the door panel define an accommodating space for receiving the locking module. The locking module includes rotating member, holding member, and elastic member. The elastic member is disposed on the holding member and has a second stop structure near the first stop structure. The elastic member is disposed between the holding and the rotating member. The elastic member is compressed when a force is applied to the holding member, and the second stop structure detaches from a limitation state with the first stop structure for allowing a rotating operation of the rotating member. The elastic member elastically restores when the force is removed, and the second stop structure returns to the limitation state for limiting the rotating operation.

Abstract: Disclosed herein are novel single-stranded anti-sense oligonucleotides (ASOs) capable of reducing the transcription of thioredoxin domain containing protein 5 (TXNDC5) mRNA. Also disclosed is use of the single-stranded ASOs as disclosed herein for manufacturing medicaments suitable for treating a disease associated with upregulation of TXNDC5. Accordingly, a pharmaceutical composition comprising the disclosed ASO molecules is provided; as well as a method of treating a subject suffering from TXNDC5-mediated disease via administering to the subject the disclosed single-stranded ASO molecules.

Abstract: A semiconductor device includes a substrate, at least one semiconductor fin, and at least one epitaxy structure. The semiconductor fin is present on the substrate. The semiconductor fin has at least one recess thereon. The epitaxy structure is present in the recess of the semiconductor fin. The epitaxy structure includes a topmost portion, a first portion and a second portion arranged along a direction from the semiconductor fin to the substrate. The first portion has a germanium atomic percentage higher than a germanium atomic percentage of the topmost portion and a germanium atomic percentage of the second portion.

Abstract: A semiconductor device includes an insulating layer, wherein the insulating layer has a via opening and a conductive line opening. The semiconductor device further includes a via in the via opening. The semiconductor device further includes a conductive line in the conductive line opening. The conductive line includes a first liner layer, wherein a first thickness of the first liner layer over the via is less than a second thickness of the first liner layer over the insulating layer, and a conductive fill, wherein the first liner layer surrounds the conductive fill.

Abstract: A supporting shelf module includes a plurality of plastic supporting plates parallelly arranged in a height direction, and at least one pair of metal-made connectors located at two opposite ends of the supporting plates in the height direction. The connectors in one pair are correspondingly located in two horizontal planes perpendicular to the height direction. A wafer container is also disclosed, which includes a container body having at least two sets of the supporting shelf modules mounted therein, at least two top retaining brackets and at least two bottom retaining grooves provided on an inward side of a top and a bottom panel of the container body, respectively. The supporting shelf module has upper ends engaged with the top retaining brackets and lower ends engaged with and limited to the bottom retaining grooves in an engaging direction. Thus, the tolerance problem of the conventional wafer shelf can be solved.

Abstract: The present disclosure provides a reticle pod comprising a base and at least one reticle support disposed on the base, the reticle support reticle support is arranged for carrying a reticle and has a resilient means. When the downward pressure applied to the reticle support is less than or equal to a critical value, a height of the reticle support is maintained at a predetermined height; when the downward pressure applied to the reticle support is greater than the critical value, the reticle support absorbs the downward pressure by deforming, and then the reticle support restores to the predetermined height only when the downward pressure is shared by another reticle support.

Abstract: Embodiments described herein provide a method of evaluating a natural language processing model. The method includes receiving an evaluation dataset that may include a plurality of unit tests, the unit tests having: an input context, and a first candidate and a second candidate that are generated in response to the input context, where the first test candidate is associated with a first quality notation, and the second candidate is associated with a second quality notation. The method includes determining, via a model, a first likelihood of generating the first candidate and a second likelihood of generating the second candidate in response to the input context. The method also includes determining whether the first likelihood being greater than the second likelihood. The method also includes determining whether the first model passed the unit test, where the first quality notation indicates a higher quality candidate and the second quality notation indicate a lower quality candidate.

Abstract: A speaker core, speaker, and associated electronic device include at least one bent portion of a diaphragm folded ring suspended over a top of a diaphragm frame enclosing an enlarged vibration space.

Abstract: Spray-dried Compositions and Methods of Preparation Spray-dried compositions that may be used in food products, the methods of preparing the compositions and food products containing the compositions are described. The spray-dried composition contains 5 to 50 weight percent (wt. %) of a prebiotic. 10 to 65 wt. % of a probiotic, and 30 to 80 wt. % of a coating material. The prebiotic may be a polysaccharide, an oligosaccharide, a polyol, whey protein, and any combinations thereof. The probiotic may be Lacticaseibacillus, Lactobacillus, Lactiplantibacillus, Levilactobacillus, Ligilactobacillus, Limosilactobacillus, Bifidobacterium, Enterococcus, Streptococcus, Pediococcus, Leuconostoc, Bacillus, Escherichia, Saccharomyces, and any combinations thereof. The coating material may be a synthetic polymer, a natural polymer, and any combinations thereof. The spray-dried compositions are prepared by providing at least one solution containing the composition components and spray drying the at least one solution.

Abstract: A holding device for a top-opening substrate container includes a holding assembly for pushing a substrate actuator disposed at a substrate to operate. The holding assembly includes a holding body and a pushing actuator. The pushing actuator includes a first guiding sloped surface for pressing against a second guiding sloped surface of an inner surface of a container door structure. The first guiding sloped surface causing corresponding pushing and displacement between the first guiding sloped surface and the second guiding sloped surface according to a supporting force of the container door structure. A pushing section is connected to the first guiding sloped surface, and capable of correspondingly pushing the substrate actuator to operate according to a level of the pushing and displacement of the first guiding sloped surface, such that the substrate actuator displaces substrates and stacks the substrates with another in layers.