Key considerations for employers and foreign nationals. Last Thursday, the U.S. Citizenship and Immigration Services issued a Policy Memorandum titled “Adjustment of Status is a Matter of Discretion ...
On May 22, 2026, U.S. Citizenship and Immigration Services (“USCIS”) announced a major policy shift regarding adjustment of status (“AOS”) applications. The AOS process allows eligible applicants to ...
Abstract: This research analyzes the use of Model-Agnostic Meta-Learning (MAML) for classifying user intents with limited examples per class within the field of Natural Language Processing (NLP).
OpenAI’s ChatGPT 5.3 Instant introduces a new level of precision and personalization to web search, blending advanced natural language processing with an emphasis on user intent. One of its standout ...
WASHINGTON--(BUSINESS WIRE)--Lasso Security, the platform enabling secure AI adoption at enterprise scale, today launched Intent Deputy: the industry’s first behavioral intent framework purpose-built ...
Google published a research paper on how to extract user intent from user interactions that can then be used for autonomous agents. The method they discovered uses on-device small models that do not ...
The modern customer has just one need that matters: Getting the thing they want when they want it. The old standard RAG model embed+retrieve+LLM misunderstands intent, overloads context and misses ...
Natural Language Processing splits into two distinct functions that work together. NLU, or Natural Language Understanding, decodes what the user meant. NLG, or Natural Language Generation, determines ...
Abstract: This study centers on enhancing intent classification for low-resource languages by assessing the impact of translation, transliteration, and preprocessing using ATIS and two derived ...