Esta es nuestra última selección de publicaciones y patentes mundiales en inglés sobre Procesamiento del Lenguaje Natural (PLN), entre muchas revistas científicas en línea, clasificadas y centradas en el procesamiento del lenguaje natural, tokenización, stemming, lematización, part-of-speech, reconocimiento de entidades con nombre y análisis de sentimientos.
Systems and methods for optimized fingerprinting and tokenization in server drift analysis
Patent published on the 2026-05-28 in US under Ref US20260149639 by BANK OF AMERICA CORP [US] (Alizzi Jason A [us], Lozes John Andres [us], Yu Chia-ho [us], Maniotis Daniel M [us], Bosi Robert [us], Jain Amit [us], Misra Pravesh K [us], Carlson Kevin Roy [us], Simon Matthew E [us], Badawy Tamer [us], Nair Sreeni R [us], Gupta Dharmendra Kumar [in],)
Abstract: Systems, computer program products, and methods are described herein for optimized fingerprinting and tokenization in server drift analysis. The present disclosure is configured to detect configuration drift across entire computer servers by utilizing distributed agents that collect and analyze metadata such as file modification dates, sizes, and cryptographic hashes. These agents sanitize sensitive information and conditionally tokenize environment-specific values, such as server names, IP addr[...]
Our summary: The system optimizes fingerprinting and tokenization for server drift analysis. It utilizes distributed agents to collect and sanitize metadata for accurate configuration comparisons. This automation enhances efficiency, accuracy, and security in large, dynamic environments.
Fingerprinting, Tokenization, Server Drift, Metadata
Patent
Adaptive modular system and method for ai-driven professional evaluation and benchmarking
Patent published on the 2026-05-28 in US under Ref US20260148174 by NEAL KEVIN [US] (Neal Kevin [us])
Abstract: [0000] This invention relates to an adaptive modular system and method for professional evaluation and benchmarking across multiple industries. The system integrates advanced artificial intelligence and machine learning algorithms within a modular framework to provide personalized, objective, and real-time assessments. Key components include a data ingestion layer for collecting data from diverse sources, a data processing engine for cleaning and transforming data, a feature extraction module, a[...]
Our summary: The invention presents an adaptive modular system for professional evaluation and benchmarking. It utilizes AI and machine learning to deliver real-time, personalized assessments across various industries. Key features include data ingestion, processing, and tailored evaluation modules for enhanced customization and scalability.
Adaptive, Modular, AI, Benchmarking
Patent
Method and system for dynamically refining input questions for generating insights from a database
Patent published on the 2026-05-21 in US under Ref US20260141185 by LTI MINDTREE LTD [IN] (Selvaraj Jeyapaul [in], S Sreetha [in], K Sreelakshmi [in])
Abstract: A method and system for dynamically refining an input question for generating insights from a database is disclosed. A GUI receives an input from a user. A retrieval module retrieves relevant metadata entities by applying a RAG model to the input. A tokenization module determines tokens within the input based on the relevant metadata entities using an LLM. An intent module identifies an intent associated with the input using a LLM and NLP. A classification module classifies the input question in[...]
Our summary: The system dynamically refines user input questions to generate insights from a database. It employs a retrieval module, tokenization, intent identification, and classification to process the input. A boundary condition check ensures completeness, prompting modifications to enhance the input for accurate insights.
dynamic refinement, database insights, LLM, NLP
Patent
Electronic device, method, and non-transitory computer-readable storage medium for training language model
Patent published on the 2026-05-21 in WO under Ref WO2026105889 by NCSOFT CORP [KR] (Kim Kuntae [kr], Jang Cheolhun [kr])
Abstract: An electronic device is provided. The electronic device may comprise: a memory for storing instructions; and at least one processor comprising a processing circuit. The instructions, when executed individually or collectively by the at least one processor, may cause the electronic device to: identify first probability data obtained by applying input data to a first trained model usable for natural language processing; identify a first score according to a value in the first probability data; ide[...]
Our summary: The electronic device trains a language model using input data and probability scores. It identifies scores from two trained models and applies weights to enhance training. The process improves the second model s performance based on the first model s outputs.
language model, electronic device, natural language processing, training method
Patent
Information processing device, information processing method, program, and recording medium
Patent published on the 2026-05-21 in WO under Ref WO2026105251 by SOFTBANK CORP [JP] (Tamura Shun [jp])
Abstract: In order to provide security measures spanning a plurality of protocols, an information processing device comprises: an acquisition unit that acquires a communication packet including a protocol stack; a tokenization unit that generates a plurality of tokens by tokenizing at least a portion of the communication packet; and an evaluation unit that inputs the plurality of tokens into a model trained through machine learning, and evaluates the security of the communication packet by referring to th[...]
Our summary: The information processing device acquires communication packets and tokenizes them. It generates multiple tokens for evaluation. The evaluation unit uses a machine learning model to assess the security of the packets.
information processing, security measures, tokenization, machine learning
Patent
System and method for implementing a multi-perspective memory generator
Patent published on the 2026-05-21 in US under Ref US20260141921 by INTERACTIVE MEMORIES INC D/B/A MIXBOOK [US] (Johnson Robin R [us], Charles David J [us], Laffoon Daniel Andrew [us], Lebedev Vladislav [md], Negrei Petre [md], Newhoff David P [us])
Abstract: The present disclosure relates to a method for generating a multi-perspective memory. Embodiments may include receiving a plurality of media elements and contextual information from one or more author-users, extracting the received plurality of media elements and contextual information into a machine-readable format, where the API may be configured to employ a retrieval-augmented generation (RAG) natural language processing technique, and organizing the extracted plurality of media elements into[...]
Our summary: The method generates a multi-perspective memory by receiving media elements and contextual information. It extracts this information into a machine-readable format using RAG techniques. Finally, it organizes and sequences the media into narrative structures.
memory generation, natural language processing, retrieval-augmented generation, media elements
Patent
Attention-guided transformer architecture for fine-grained style representation in design systems
Published on 2026-05-01 by @OXFORD
Abstract: AbstractInterior design style recognition presents a challenging computational problem due to fine-grained inter-style similarities, complex spatial arrangements, and strong variability in materials, lighting, and layout. From a computational design and engineering perspective, accurately modelling such stylistic variations is essential not only for classification, but also for enabling semantic representation, retrieval, and analysis of design cases within data-driven design systems. However, e[...]
Our summary: This study introduces InDes, a curated dataset for interior design style recognition with 3826 images across five styles. It presents AT3, an attention-guided transformer architecture that enhances feature extraction and global context modeling. The proposed method achieves significant performance improvements in classification accuracy and supports downstream design-oriented tasks.
Attention-guided, transformer architecture, interior design, style recognition
Publication
Signatures of broken symmetries in the excitations of a periodic 2DEG coupled to a cylindrical photon cavity
Published on 2026-04-02 by Vidar Gudmundsson, Vram Mughnetsyan, Hsi-Sheng Goan, Jeng-Da Chai, Nzar Rauf Abdullah, Chi-Shung Tang, Wen-Hsuan Kuan, Valeriu Moldoveanu and Andrei Manolescu @IOP SCIENCE
Abstract: In a two-dimensional electron gas in a periodic lateral superlattice subjected to an external homogeneous magnetic field and in a cylindrical far-infrared photon cavity we search for effects of broken symmetries: Static ones, stemming from the unit cell of the system, and the external magnetic field together with the dynamic ones caused by the vector potential of the cavity promoting magnetic types of transitions, and the chirality of the excitation pulse. The Coulomb interaction of the electron[...]
Our summary: The study investigates broken symmetries in a periodic two-dimensional electron gas (2DEG) coupled to a cylindrical photon cavity. It employs density functional theory and configuration interaction to analyze static and dynamic effects of external magnetic fields and electron-photon interactions. Weak chiral effects are observed, revealing a connection between para- and diamagnetic interactions influenced by the system s symmetry.
2DEG, broken symmetry, electron-photon interaction, density functional theory
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