Search

Martin Lerner

Examiner (ID: 16046, Phone: (571)272-7608 , Office: P/2657 )

Most Active Art Unit
2657
Art Unit(s)
2626, 2658, 2654, 2741, 2657, 2641
Total Applications
1653
Issued Applications
1241
Pending Applications
140
Abandoned Applications
310

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20331824 [patent_doc_number] => 12462102 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-04 [patent_title] => Deep learning for multimedia classification [patent_app_type] => utility [patent_app_number] => 18/480166 [patent_app_country] => US [patent_app_date] => 2023-10-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 11 [patent_no_of_words] => 0 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 87 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18480166 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/480166
Deep learning for multimedia classification Oct 2, 2023 Issued
Array ( [id] => 20331824 [patent_doc_number] => 12462102 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-11-04 [patent_title] => Deep learning for multimedia classification [patent_app_type] => utility [patent_app_number] => 18/480166 [patent_app_country] => US [patent_app_date] => 2023-10-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 11 [patent_no_of_words] => 0 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 87 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18480166 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/480166
Deep learning for multimedia classification Oct 2, 2023 Issued
Array ( [id] => 19466763 [patent_doc_number] => 20240320433 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-26 [patent_title] => SPECULATIVE DECODING IN AUTOREGRESSIVE GENERATIVE ARTIFICIAL INTELLIGENCE MODELS [patent_app_type] => utility [patent_app_number] => 18/479672 [patent_app_country] => US [patent_app_date] => 2023-10-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15131 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 181 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18479672 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/479672
SPECULATIVE DECODING IN AUTOREGRESSIVE GENERATIVE ARTIFICIAL INTELLIGENCE MODELS Oct 1, 2023 Pending
Array ( [id] => 19045681 [patent_doc_number] => 11934794 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-03-19 [patent_title] => Systems and methods for algorithmically orchestrating conversational dialogue transitions within an automated conversational system [patent_app_type] => utility [patent_app_number] => 18/373911 [patent_app_country] => US [patent_app_date] => 2023-09-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 12563 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 479 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18373911 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/373911
Systems and methods for algorithmically orchestrating conversational dialogue transitions within an automated conversational system Sep 26, 2023 Issued
Array ( [id] => 20388459 [patent_doc_number] => 12488187 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-02 [patent_title] => Method of domain-adapting large-capacity pre-trained language model using semantic chunk dynamic weight masking [patent_app_type] => utility [patent_app_number] => 18/471538 [patent_app_country] => US [patent_app_date] => 2023-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4853 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 95 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18471538 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/471538
Method of domain-adapting large-capacity pre-trained language model using semantic chunk dynamic weight masking Sep 20, 2023 Issued
Array ( [id] => 20388459 [patent_doc_number] => 12488187 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-12-02 [patent_title] => Method of domain-adapting large-capacity pre-trained language model using semantic chunk dynamic weight masking [patent_app_type] => utility [patent_app_number] => 18/471538 [patent_app_country] => US [patent_app_date] => 2023-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4853 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 95 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18471538 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/471538
Method of domain-adapting large-capacity pre-trained language model using semantic chunk dynamic weight masking Sep 20, 2023 Issued
Array ( [id] => 19834607 [patent_doc_number] => 20250086393 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-13 [patent_title] => Augmenting Tokenizer Training Data [patent_app_type] => utility [patent_app_number] => 18/464422 [patent_app_country] => US [patent_app_date] => 2023-09-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9062 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 168 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18464422 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/464422
Augmenting Tokenizer Training Data Sep 10, 2023 Pending
Array ( [id] => 19834607 [patent_doc_number] => 20250086393 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-13 [patent_title] => Augmenting Tokenizer Training Data [patent_app_type] => utility [patent_app_number] => 18/464422 [patent_app_country] => US [patent_app_date] => 2023-09-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9062 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 168 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18464422 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/464422
Augmenting Tokenizer Training Data Sep 10, 2023 Pending
Array ( [id] => 18833518 [patent_doc_number] => 20230402045 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-12-14 [patent_title] => LOW BITRATE AUDIO ENCODING/DECODING SCHEME HAVING CASCADED SWITCHES [patent_app_type] => utility [patent_app_number] => 18/451067 [patent_app_country] => US [patent_app_date] => 2023-08-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15704 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 157 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18451067 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/451067
LOW BITRATE AUDIO ENCODING/DECODING SCHEME HAVING CASCADED SWITCHES Aug 15, 2023 Pending
Array ( [id] => 18957715 [patent_doc_number] => 20240046042 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-08 [patent_title] => METHOD AND DEVICE FOR INFORMATION PROCESSING [patent_app_type] => utility [patent_app_number] => 18/365535 [patent_app_country] => US [patent_app_date] => 2023-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10908 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 86 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18365535 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/365535
METHOD AND DEVICE FOR INFORMATION PROCESSING Aug 3, 2023 Pending
Array ( [id] => 18990046 [patent_doc_number] => 20240062015 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => NATURAL LANGUAGE PROCESSING FOR DESCRIPTIVE LANGUAGE ANALYSIS [patent_app_type] => utility [patent_app_number] => 18/226297 [patent_app_country] => US [patent_app_date] => 2023-07-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1394 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 200 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18226297 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/226297
NATURAL LANGUAGE PROCESSING FOR DESCRIPTIVE LANGUAGE ANALYSIS Jul 25, 2023 Pending
Array ( [id] => 18990046 [patent_doc_number] => 20240062015 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => NATURAL LANGUAGE PROCESSING FOR DESCRIPTIVE LANGUAGE ANALYSIS [patent_app_type] => utility [patent_app_number] => 18/226297 [patent_app_country] => US [patent_app_date] => 2023-07-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1394 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 200 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18226297 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/226297
NATURAL LANGUAGE PROCESSING FOR DESCRIPTIVE LANGUAGE ANALYSIS Jul 25, 2023 Pending
Array ( [id] => 18990046 [patent_doc_number] => 20240062015 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => NATURAL LANGUAGE PROCESSING FOR DESCRIPTIVE LANGUAGE ANALYSIS [patent_app_type] => utility [patent_app_number] => 18/226297 [patent_app_country] => US [patent_app_date] => 2023-07-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1394 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 200 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18226297 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/226297
NATURAL LANGUAGE PROCESSING FOR DESCRIPTIVE LANGUAGE ANALYSIS Jul 25, 2023 Pending
Array ( [id] => 19482292 [patent_doc_number] => 20240330334 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-03 [patent_title] => BLOCKWISE CONTROLLED DECODING OF NATURAL LANGUAGE (NL) BASED OUTPUT GENERATED USING A LARGE LANGUAGE MODEL (LLM) TO REDUCE LATENCY IN RENDERING THEREOF [patent_app_type] => utility [patent_app_number] => 18/225990 [patent_app_country] => US [patent_app_date] => 2023-07-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15334 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 260 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18225990 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/225990
BLOCKWISE CONTROLLED DECODING OF NATURAL LANGUAGE (NL) BASED OUTPUT GENERATED USING A LARGE LANGUAGE MODEL (LLM) TO REDUCE LATENCY IN RENDERING THEREOF Jul 24, 2023 Pending
Array ( [id] => 19482292 [patent_doc_number] => 20240330334 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-03 [patent_title] => BLOCKWISE CONTROLLED DECODING OF NATURAL LANGUAGE (NL) BASED OUTPUT GENERATED USING A LARGE LANGUAGE MODEL (LLM) TO REDUCE LATENCY IN RENDERING THEREOF [patent_app_type] => utility [patent_app_number] => 18/225990 [patent_app_country] => US [patent_app_date] => 2023-07-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15334 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 260 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18225990 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/225990
BLOCKWISE CONTROLLED DECODING OF NATURAL LANGUAGE (NL) BASED OUTPUT GENERATED USING A LARGE LANGUAGE MODEL (LLM) TO REDUCE LATENCY IN RENDERING THEREOF Jul 24, 2023 Pending
Array ( [id] => 19711617 [patent_doc_number] => 20250021759 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-16 [patent_title] => ENCODING LOG-SPECIFIC ATTRIBUTES WITH NLP MODELS [patent_app_type] => utility [patent_app_number] => 18/219763 [patent_app_country] => US [patent_app_date] => 2023-07-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10585 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 115 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18219763 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/219763
ENCODING LOG-SPECIFIC ATTRIBUTES WITH NLP MODELS Jul 9, 2023 Pending
Array ( [id] => 19695550 [patent_doc_number] => 20250014095 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-09 [patent_title] => METHOD AND SYSTEM FOR IMPLEMENTING A TOOL FOR DETECTING BAD ACTORS THAT UNFAIRLY PROFIT FROM CONFIDENTIAL INFORMATION [patent_app_type] => utility [patent_app_number] => 18/219338 [patent_app_country] => US [patent_app_date] => 2023-07-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11454 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 154 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18219338 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/219338
METHOD AND SYSTEM FOR IMPLEMENTING A TOOL FOR DETECTING BAD ACTORS THAT UNFAIRLY PROFIT FROM CONFIDENTIAL INFORMATION Jul 6, 2023 Pending
Array ( [id] => 18989864 [patent_doc_number] => 20240061833 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => TECHNIQUES FOR AUGMENTING TRAINING DATA FOR AGGREGATION AND SORTING DATABASE OPERATIONS IN A NATURAL LANGUAGE TO DATABASE QUERY SYSTEM [patent_app_type] => utility [patent_app_number] => 18/218385 [patent_app_country] => US [patent_app_date] => 2023-07-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 27737 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18218385 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/218385
TECHNIQUES FOR AUGMENTING TRAINING DATA FOR AGGREGATION AND SORTING DATABASE OPERATIONS IN A NATURAL LANGUAGE TO DATABASE QUERY SYSTEM Jul 4, 2023 Issued
Array ( [id] => 18989864 [patent_doc_number] => 20240061833 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-22 [patent_title] => TECHNIQUES FOR AUGMENTING TRAINING DATA FOR AGGREGATION AND SORTING DATABASE OPERATIONS IN A NATURAL LANGUAGE TO DATABASE QUERY SYSTEM [patent_app_type] => utility [patent_app_number] => 18/218385 [patent_app_country] => US [patent_app_date] => 2023-07-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 27737 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18218385 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/218385
TECHNIQUES FOR AUGMENTING TRAINING DATA FOR AGGREGATION AND SORTING DATABASE OPERATIONS IN A NATURAL LANGUAGE TO DATABASE QUERY SYSTEM Jul 4, 2023 Issued
Array ( [id] => 19678203 [patent_doc_number] => 12190064 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-01-07 [patent_title] => Monitoring communication by a bot to determine a human or an additional bot [patent_app_type] => utility [patent_app_number] => 18/217351 [patent_app_country] => US [patent_app_date] => 2023-06-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 7799 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 121 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18217351 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/217351
Monitoring communication by a bot to determine a human or an additional bot Jun 29, 2023 Issued
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