Sanjay Sharma

LexisNexis

P. O. Box 933

Dayton, OH 45401

United States

SCHOLARLY PAPERS

14

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Scholarly Papers (14)

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1.

High-accuracy Transformer-based Legal Automatic Speech Recognition (TLASR) Model for Legal Search Voice Assistant project

Proceedings of the 7th Annual RELX Search Summit
Posted: 13 Feb 2024
James Mou, Alan Newman, Larry Moore and Sanjay Sharma
Reed Elsevier Inc. (RELX), LexisNexis, LexisNexis and LexisNexis

Abstract:

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Legal Search Chatbot, Automatic Speech Recognition (ASR), Transformer Technology, ChatGPT, Large Language Model,

2.

Intent Classification and Dialogue Management for Lexis AI

Proceedings of the 7th Annual RELX Search Summit
Posted: 06 Feb 2024
Tolga Akiner, Janardhana Punuru and Sanjay Sharma
LexisNexis, LexisNexis and LexisNexis

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Large Language Model, Intent Classification, Legal Conversational AI, Retrieval Augmented Generation, Legal Argument Generation

3.

Lexis Intelligent Assistant Recommendations Deep Dive

Proceedings of the 6th Annual RELX Search Summit
Posted: 15 Feb 2023
Huseyin Sencan, Sanjay Sharma, Mithun P Acharya, Mehrdad Alizadeh, Amanda Mostafavi and Shyjee Mathai
LexisNexis, LexisNexis, LexisNexis, LexisNexis, LexisNexis and LexisNexis

Abstract:

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Document recommendation, legal matters, lexis intelligent assistant, cognitive search

4.

Search for the Pain Points of Customers Directly from Customer Service Phone Calls Using Asr and Nlp Technologies

Proceedings of the 6th Annual RELX Search Summit
Posted: 18 Jan 2023
James Mou, Sanjay Sharma and Moataz El Ayadi
Reed Elsevier Inc. (RELX), LexisNexis and LexisNexis

Abstract:

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Automatic Speech Recognition (ASR), Natural Language Processing (NLP), Customer Pain Point Searching, Sentiment Model, Topic Model

5.

Legal Language Model for Query Auto-Completion

Proceedings of the 6th Annual RELX Search Summit
Posted: 18 Jan 2023 Last Revised: 21 Mar 2023
Soha Khazaeli, Sanjay Sharma and Jennifer Belz
LexisNexis, LexisNexis and LexisNexis

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Autocomplete, Legal BERT, popular queries

6.

Bots with Semantic Search and Language Understanding

Proceedings of the 5th Annual RELX Search Summit
Posted: 23 Nov 2021 Last Revised: 21 Mar 2023
Mehrdad Alizadeh, Mithun P Acharya, Shyjee Mathai, Amanda Mostafavi, Aaron Pohl, Sanjay Sharma and Bert D. Staub
LexisNexis, LexisNexis, LexisNexis, LexisNexis, LexisNexis, LexisNexis and LexisNexis

Abstract:

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Semantic Search Q&A bots

7.

Generative Models for Question Generation

Proceedings of the 5th Annual RELX Search Summit
Posted: 23 Nov 2021
Sanjay Sharma
LexisNexis

Abstract:

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GPT-3 Transformers

8.

Approaches for Measuring and Mitigating Biases in Embeddings and ML models

Proceedings of the 5th Annual RELX Search Summit
Posted: 17 Nov 2021
Janardhana Punuru and Sanjay Sharma
LexisNexis and LexisNexis

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Bias, fairness, embeddings

9.

An Unsupervised Approach for Answering Long and Complex User Questions

Proceedings of the 5th Annual RELX Search Summit
Posted: 17 Nov 2021
Janardhana Punuru and Sanjay Sharma
LexisNexis and LexisNexis

Abstract:

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question answering, query understanding, semantic similarity

10.

Language Model Compression and implications to Search

Proceedings of the 4th Annual RELX Search Summit
Posted: 29 Jan 2021
Dhruv Sakalley, Kishore Ethiraj, Sachin Kumar, Ashay Khandelwal, Soha Khazaeli, Urvi Luhana and Sanjay Sharma
Independent, LexisNexis, LexisNexis, LexisNexis, LexisNexis, LexisNexis and LexisNexis

Abstract:

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11.

Domain Adoption of BERT to Legal Semantic Search

Proceedings of the 4th Annual RELX Search Summit
Posted: 29 Jan 2021
Dhruv Sakalley, Janardhana Punuru, Sunny Chiu Webster and Sanjay Sharma
Independent, LexisNexis, LexisNexis and LexisNexis

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12.

Genesys: A Deep Learning Approach for High-recall Multi-label Legal Topical Classification

Proceedings of the 4th Annual RELX Search Summit
Posted: 29 Jan 2021
Janardhana Punuru, Nikhil Ramesh, Mark Shewhart and Sanjay Sharma
LexisNexis, LexisNexis, LexisNexis and LexisNexis

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13.

Legal Brief Analysis - Using BERT-embeddings for Recommending Cases

Proceedings of the 4th Annual RELX Search Summit
Posted: 29 Jan 2021
Sanjay Sharma, Mahesh Pendyala, Janardhana Punuru and Mark Shewhart
LexisNexis, LexisNexis, LexisNexis and LexisNexis

Abstract:

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14.

Query Intent Detection with Deep Learning

Proceedings of the 4th Annual RELX Search Summit
Posted: 28 Jan 2021
Janardhana Punuru and Sanjay Sharma
LexisNexis and LexisNexis

Abstract:

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