公开(公告)号：US20250053774A1

公开(公告)日：2025-02-13

申请号：US18776926

申请日：2024-07-18

Applicant: NEC Laboratories America, Inc.

Inventor： Christopher Malon ,  Christopher A White ,  Renqiang Min ,  Iain Melvin

IPC: G06N3/006 ,  G06N3/092 ,  G06N5/04 ,  G16H50/70

Abstract: Methods and systems for answering a query include generating first tokens in response to an input query using a language model, the first tokens including a retrieval rule. A retrieval rule is used to search for information to generate dynamic tokens. The retrieval rule in the first tokens is replaced with the dynamic tokens to generate a dynamic partial response. Second tokens are generated in response to the input query. The second tokens are appended to the dynamic partial response to generate an output responsive to the input query.

公开(公告)号：US20220327489A1

公开(公告)日：2022-10-13

申请号：US17714434

申请日：2022-04-06

Applicant: NEC Laboratories America, Inc.

Inventor： Renqiang Min ,  Iain Melvin ,  Christopher A White ,  Christopher Malon ,  Hans Peter Graf

IPC: G06Q10/10 ,  G06F40/279

Abstract: Systems and methods for matching job descriptions with job applicants is provided. The method includes allocating each of one or more job applicants' curriculum vitae (CV) into sections; applying max pooled word embedding to each section of the job applicants' CVs; using concatenated max-pooling and average-pooling to compose the section embeddings into an applicant's CV representation; allocating each of one or more job position descriptions into specified sections; applying max pooled word embedding to each section of the job position descriptions; using concatenated max-pooling and average-pooling to compose the section embeddings into a job representation; calculating a cosine similarity between each of the job representations and each of the CV representations to perform job-to-applicant matching; and presenting an ordered list of the one or more job applicants or an ordered list of the one or more job position descriptions to a user.