466 citations · 732 across the 25 of their papers we have counts for
11 papers · 1 filter
SHELF: A Synthetic Harness for Multi-Task Bibliographic Benchmarking
Michael J. Bommarito
Libraries and archives manage large collections with limited staff and computing budgets, yet common benchmarks do not systematically test their bibliographic work. They need to kn…
OpenGloss: A Synthetic Encyclopedic Dictionary and Semantic Knowledge Graph
Michael J. Bommarito
We present OpenGloss, a synthetic encyclopedic dictionary and semantic knowledge graph for English that integrates lexicographic definitions, encyclopedic context, etymological his…
The KL3M Data Project: Copyright-Clean Training Resources for Large Language Models
Michael J Bommarito, Jillian Bommarito, Daniel Martin Katz
Practically all large language models have been pre-trained on data that is subject to global uncertainty related to copyright infringement and breach of contract. This creates pot…
Precise Legal Sentence Boundary Detection for Retrieval at Scale: NUPunkt and CharBoundary
Michael J Bommarito, Daniel Martin Katz, Jillian Bommarito
We present NUPunkt and CharBoundary, two sentence boundary detection libraries optimized for high-precision, high-throughput processing of legal text in large-scale applications su…
KL3M Tokenizers: A Family of Domain-Specific and Character-Level Tokenizers for Legal, Financial, and Preprocessing Applications
Michael J Bommarito, Daniel Martin Katz, Jillian Bommarito
We present the KL3M tokenizers, a family of specialized tokenizers for legal, financial, and governmental text. Despite established work on tokenization, specialized tokenizers for…
Natural Language Processing in the Legal Domain
Dirk Hartung, Daniel Martin Katz, Michael J. Bommarito +3
We summarize the current state of the field of NLP & Law with a specific focus on recent technical and substantive developments. To support our analysis, we construct and analyze a…
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities
Jillian Bommarito, Michael Bommarito, Daniel Martin Katz +1
The global economy is increasingly dependent on knowledge workers to meet the needs of public and private organizations. While there is no single definition of knowledge work, orga…
GPT Takes the Bar Exam
Michael Bommarito, Daniel Martin Katz
Nearly all jurisdictions in the United States require a professional license exam, commonly referred to as "the Bar Exam," as a precondition for law practice. To even sit for the e…
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
Ilias Chalkidis, Abhik Jana, Dirk Hartung +4
Laws and their interpretations, legal arguments and agreements\ are typically expressed in writing, leading to the production of vast corpora of legal text. Their analysis, which i…
OpenEDGAR: Open Source Software for SEC EDGAR Analysis
Michael J Bommarito, Daniel Martin Katz, Eric M Detterman
OpenEDGAR is an open source Python framework designed to rapidly construct research databases based on the Electronic Data Gathering, Analysis, and Retrieval (EDGAR) system operate…
LexNLP: Natural language processing and information extraction for legal and regulatory texts
Michael J Bommarito, Daniel Martin Katz, Eric M Detterman
LexNLP is an open source Python package focused on natural language processing and machine learning for legal and regulatory text. The package includes functionality to (i) segment…