Methods

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Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risk of Language Models

Arxiv
August 2024

Statistical Uncertainty in Word Embeddings: GloVe-V

Empirical Methods in Natural Language Processing
June 2024
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Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools

ArXiv
May 2024
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Corpus Enigmas and Contradictory Linguistics: Tensions Between Empirical Semantic Meaning and Judicial Interpretation

Minnesota Journal of Law, Science & Technology
May 2024
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MultiLegalPile: A 689GB Multilingual Legal Corpus

ACL 2024
May 2024
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Not (Officially) in My Backyard: Characterizing Informal Accessory Dwelling Units and Informing Housing Policy With Remote Sensing

Journal of the American Planning Association
June 2024

Quantifying the Uncertainty of Imputed Demographic Disparity Estimates: The Dual-Bootstrap

March 2024
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On the Societal Impact of Open Foundation Models

February 2024

Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models

Journal of Legal Analysis
January 2024

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

NeurIPS D&B
August 2023

Leveraging genomic sequencing data to evaluate disease surveillance strategies

iScience
December 2023

Toward Operationalizing a Pipeline-aware Approach to ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools

ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization
September 2023

Estimating Racial Disparities When Race is Not Observed

Working Paper
March 2023

Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset

arXiv
July 2022
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Mapping industrial poultry operations at scale with deep learning and aerial imagery

arXiv
December 2021
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On the Opportunities and Risks of Foundation Models

arXiv
August 2021

Context-Aware Legal Citation Recommendation Using Deep Learning

ICAIL 2021
April 2021

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset

ICAIL 2021
April 2021
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Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery

ACM COMPASS
March 2021
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Is Yelp Actually Cleaning Up the Restaurant Industry? A Re-Analysis on the Relative Usefulness of Consumer Reviews

WWW Proceedings
May 2019
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Making Street-Level Bureaucracy Work: Safer Food in Seattle and King County

Evidence Works: Cases Where Evidence Meaningfully Informed Policy
January 2019
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Feasible Policy Evaluation by Design: A Randomized Synthetic Stepped-Wedge Trial in King County

June 2020

Judging Statistical Criticism

Observational Studies
January 2018

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