Legal Profession Commons^™

The Unreasonable Effectiveness Of Large Language Models In Zero-Shot Semantic Annotation Of Legal Texts, Jaromir Savelka, Kevin D. Ashley

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The emergence of ChatGPT has sensitized the general public, including the legal profession, to large language models' (LLMs) potential uses (e.g., document drafting, question answering, and summarization). Although recent studies have shown how well the technology performs in diverse semantic annotation tasks focused on legal texts, an influx of newer, more capable (GPT-4) or cost-effective (GPT-3.5-turbo) models requires another analysis. This paper addresses recent developments in the ability of LLMs to semantically annotate legal texts in zero-shot learning settings. Given the transition to mature generative AI systems, we examine the performance of GPT-4 and GPT-3.5-turbo(-16k), comparing it to the previous …

Unbelievable: How Narrative Can Help Vulnerable Narrators Overcome Perceived Unreliability In The Legal System, Cathren Page

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This article examines how advocates can champion vulnerable narrators’ truths. First, advocates must prime the audience by educating the audience about the ways the vulnerability manifests; this process helps to allay credibility questions. Second, advocates must reframe seemingly untrustworthy behavior by showing how the behavior is consistent with someone in the vulnerable narrator’s situation. Third, advocates must create what fiction writers call verisimilitude—a sense of reality—by including concrete details that logically fit together in the legal narrative. Finally, advocates must label the tactics commonly used to discredit vulnerable narrators so that the audience can see those tactics for what they …

Citation, Slavery, And The Law As Choice: Thoughts On Bluebook Rule 10.7.1(D), David J.S. Ziff

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Today, more than 150 years after the end of the Civil War, lawyers and judges continue to rely on antebellum decisions that tacitly or expressly approve of slavery. This reliance often occurs without any acknowledgement of the precedent’s immoral and legally dubious provenance. Modern use of these so-called “slave cases” was the subject of Professor Justin Simard’s 2020 article, Citing Slavery. In response to Professor Simard’s article, the latest edition of The Bluebook includes Rule 10.7.1(d), which requires authors to indicate parenthetically when a decision involves an enslaved person as a party or the property at issue. Unfortunately, Rule 10.7.1(d) …

Hierarchy, Race & Gender In Legal Scholarly Networks, Nicholson W. Price, Keerthana Nunna, Jonathan Tietz

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A potent myth of legal academic scholarship is that it is mostly meritocratic and mostly solitary. Reality is more complicated. In this Article, we plumb the networks of knowledge co-production in legal academia by analyzing the star footnotes that appear at the beginning of most law review articles. Acknowledgments paint a rich picture of both the currency of scholarly credit and the relationships among scholars. Building on others’ prior work characterizing the potent impact of hierarchy, race, and gender in legal academia more generally, we examine the patterns of scholarly networks and probe the effects of those factors. The landscape …

Résumé Review: Breadth And Depth, Patrick Barry

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Nobody is born knowing how to craft an effective résumé. But because the document can play a major role in a young lawyer’s career, I often talk with law students and new attorneys about how they might revise the versions they send out to potential employers. I usually frame my advice by telling them about a concept that can give their resumes a helpful organizing structure: being “T-shaped.”

Survey Says--How To Engage Law Students In The Online Learning Environment, Andrele Brutus St. Val

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The pandemic experience has made it clear that not everyone loves teaching or learning remotely. Many professors and students alike are eager to return to the classroom. However, our experiences over the last year and a half have also demonstrated the potentials and possibilities of learning online and have caused many professors to recalibrate their approaches to digital learning. While the tools for online learning were available well before March of 2020, many instructors are only now beginning to capitalize on their potential. The author of this article worked in online legal education before the pandemic, utilizing these tools and …

Feedback Loops: Surviving The Feedback Desert, Patrick Barry

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I ask my law students the following set of parallel questions on the very first day of “Feedback Loops,” a course I have been teaching for the past couple of years: What did you get better at last year? How do you know? What should you get better at this year? How do you know?

Editing And Interleaving, Patrick Barry

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This essay suggests that a powerful learning strategy called "interleaving"--which involves strategically switching between cognitive tasks--is being underused. It can do more than make study sessions more productive; it can also make editing sessions more productive.

Teasing The Arc Of Electric Spark: Fostering And Teaching Creativity In The Law School Curriculum, Jason G. Dykstra

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No abstract provided.

Distance Legal Education: Lessons From The *Virtual* Classroom, Jacqueline D. Lipton

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Abstract

In the 2018-2019 revision of the American Bar Association (ABA) Standards and Rules of Procedure for Approval of Law Schools, the ABA further relaxed the requirements relating to distance education in J.D. programs. However, outside of a handful of schools that have received permission to teach J.D. courses almost entirely online, most experiments in distance legal education have occurred in post-graduate (i.e. post-J.D.) programs: LL.M. degrees, and various graduate certificates and Master’s degrees in law-related subjects. These programs can be taught completely online without requiring special ABA permission.

This essay reflects on the author’s experiences over a number of …

Transferability: Helping Students And Attorneys Apply What They Already Know To New Situations (Part 1), Edward R. Becker

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Every fall, I work with my first year law students to begin developing their legal writing skills. They work hard learning how to analyze cases objectively, predict how a court might resolve a dispute, and convey their assessments to an experienced attorney. Their improvement from September to December is noticeable. They have only one semester of law school behind them and still have much to learn, but they’re on their way…In the second semester, we begin focusing on advocacy. The first assignment asks students to draft a pretrial brief. When I review the drafts, I’m struck by how many problems …

Automatically Extracting Meaning From Legal Texts: Opportunities And Challenges, Kevin D. Ashley

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This paper examines impressive new applications of legal text analytics in automated contract review, litigation support, conceptual legal information retrieval, and legal question answering against the backdrop of some pressing technological constraints. First, artificial intelligence (Al) programs cannot read legal texts like lawyers can. Using statistical methods, Al can only extract some semantic information from legal texts. For example, it can use the extracted meanings to improve retrieval and ranking, but it cannot yet extract legal rules in logical form from statutory texts. Second, machine learning (ML) may yield answers, but it cannot explain its answers to legal questions or …

Using Ai To Analyze Patent Claim Indefiniteness, Dean Alderucci, Kevin D. Ashley

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In this Article, we describe how to use artificial intelligence (AI) techniques to partially automate a type of legal analysis, determining whether a patent claim satisfies the definiteness requirement. Although fully automating such a high-level cognitive task is well beyond state-of-the-art AI, we show that AI can nevertheless assist the decision maker in making this determination. Specifically, the use of custom AI technology can aid the decision maker by (1) mining patent text to rapidly bring relevant information to the decision maker attention, and (2) suggesting simple inferences that can be drawn from that information.

We begin by summarizing the …

Using Appellate Clinics To Focus On Legal Writing Skills, Timothy Pinto

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Five years ago, I went to lunch with a colleague. I was teaching a legal writing course to 1L students, and he taught in a clinic in which 2L and 3L students were required to write short motions and briefs. Several of his students had taken my writing class as 1Ls, and he had a question for me. "What the heck are you teaching these students?" he asked as we sat down. He explained that several of his students were struggling with preparing simple motions. They were not laying out facts clearly. They were not identifying key legal rules. In …

Tenure Redux, Jacqueline D. Lipton

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This essay is a reflection on some of the questions that arose during the author's tenure process that are likely pertinent to others on the tenure track today particularly with respect to questions about writing style in tenure pieces, and on whether early scholars should focus on general law reviews or specialty journals--depending on their areas of expertise--or a combination of both. It also reflects on choice of subject matter for tenure work, and whether some of that work may or may not stand the test of time, as well as on differences between the U.S. legal scholarship process and …

Telling Tales The Transactional Lawyer As Storyteller, Karen J. Sneddon

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Transactional lawyers are storytellers, although they may not think of themselves as such. They work with provisions and clauses to build trans-actional documents that encapsulate the wishes, hopes, and fears of the transacting parties to promote, guide, and control the relationship of those parties. Narratology, the theory of narrative, can provide a resource to transactional lawyers that facilitates the construction of a wide range of transactional documents, which can themselves be considered narratives.

The form documents that transactional lawyers use as starting points in the drafting process are already rife with narrative characteristics; they are embedded with characters and plots, …

Govern Yourself Accordingly- Crafting Effective Demand Letters, Jason G. Dykstra

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An effective demand letter can expediently resolve a dispute without litigation. But a poorly conceived demand letter can accelerate a dispute toward litigation and even generate negative publicity. Like all correspondence, demand letters need to be tailored in tone and content for varied audience, both the intended recipient and other foreseeable recipients. Beyond the intended recipient, the audience for a demand letter could encompass insurance adjusters, in-house counsel, and perhaps even the public via social media or press coverage. Therefore, an effective demand letter should not only be polite but firm, but also tell a persuasive story that evokes incredulity …

Enhancing The Effectiveness Of Your Legal Writing, Jason G. Dykstra

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This article focuses on areas where busy practitioners can aspire for plain English and not only improve their writing but possibly avoid a few pitfalls. As Justice Brandeis once remarked, "There is no such thing as good writing. There is only good rewriting" So here are three areas to focus on as you rewrite: minimizing initialisms, acronyms, and defined terms; losing legal jargon and cutting clutter; and balancing legal terms and precision.

Bridging The Gap: Transitioning Law School Legal Writing Skills To Practicing Law, Jason G. Dykstra

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No abstract provided.

Lawyers At Work: A Study Of The Reading, Writing, And Communication Practices Of Legal Professionals, Ann N. Sinsheimer, David J. Herring

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This paper reports the results of a three-year ethnographic study of attorneys in the workplace. The authors applied ethnographic methods to identify how junior associates in law firm settings engaged in reading and writing tasks in their daily practice. The authors were able to identify the types of texts junior associates encountered in the workplace and to isolate the strategies these attorneys used to read and compose texts.

The findings suggest that lawyering is fundamentally about reading. The attorneys observed for this study read constantly, encountering a large variety of texts and engaging in many styles of reading, including close …

Good Old-Fashioned Editing, Jason G. Dykstra

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While not perfect, the spelling and grammar review features of word processing software can prove good editing tools. Similarly, find and replace features can help ferret out any lurking malapropisms. These searches can avert the potential embarrassment of quoting a "statue" in the Idaho Code in a brief filed in "Canon County' However, electronic editing does not supplant the good old-fashioned printing-a-fresh-draft- and-reading-keenly style of editing. This article focuses on a few tips to optimize the effectiveness of editing text in print.

To Verb Or Not To Verb, Jason G. Dykstra

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No abstract provided.

Teaching Law And Digital Age Legal Practice With An Ai And Law Seminar: Justice, Lawyering And Legal Education In The Digital Age, Kevin D. Ashley

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A seminar on Artificial Intelligence ("Al") and Law can teach law students lessons about legal reasoning and legal practice in the digital age. Al and Law is a subfield of Al/computer science research that focuses on designing computer programs—computational models—that perform legal reasoning. These computational models are used in building tools to assist in legal practice and pedagogy and in studying legal reasoning in order to contribute to cognitive science and jurisprudence. Today, subject to a number of qualifications, computer programs can reason with legal rules, apply legal precedents, and even argue like a legal advocate.

This article provides a …

Transactional Drafting: Using Law Firm Marketing Materials As A Research Resource For Teaching Drafting, Edward R. Becker

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Since I started teaching drafting, I would like to think that I have continued to learn some lessons about teaching both the substance and the skills of transactional drafting. One of those lessons that I am going to be talking about today is one that I stumbled across by happy accident rather than one that I consciously sought. Specifically, I want to talk about and highlight the ways that law students can use law firm marketing materials to increase their understanding of both drafting and lawyering skills in law school and, hopefully, in practice.

The Inevitability Of Theory, Richard O. Lempert

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I wrote this Article in response to an invitation to deliver the keynote address at Berkeley Law School’s Jurisprudence and Social Policy conference Building Theory Through Empirical Legal Studies. Lauren Edelman, the intellectual mother of the conference, gently brushed aside my suggestion that I present one of my own attempts to synthesize the results of empirical research to generate theory, and asked that I directly address the conference topic. I am glad that she did.

Learning By Doing: An Experience With Outcomes Assessment, Mary Crossley, Lu-In Wang

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An emphasis on assessment and outcomes measures is a drum beat that is growing louder in American legal education. Prompted initially by the demands of regional university accreditation bodies, the attention paid to outcomes assessment is now growing with the forecast that the ABA will revise its accreditation standards to incorporate outcomes measures. For the past three years, the University of Pittsburgh School of Law has been developing a system for assessing the learning outcomes of its students. By describing our experience here at Pitt Law, with both its high and low points, we hope to suggest some helpful pointers …

The Technology Of Law, Bernard J. Hibbitts

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This paper argues that contemporary fascination with the law of technology (IP, cyberlaw, etc.) has led us to overlook the fundamental impact of the "technology of law," and offers suggestions for creating "neterate" lawyers more comfortable with and cognizant of technology itself. The author describes how the legal news service JURIST implements many of these suggestions and provides a unique learning experience for its law student staffers.

Writing To Learn Law And Writing In Law: An Intellectual Property Illustration, Michael J. Madison

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This essay, prepared as part of a Symposium on teaching intellectual property law, describes a method of combining substantive law teaching with a species of what is commonly called "skills" training. The method involves assessing students not via traditional final exams but instead via research memos patterned after assignments that junior lawyers might encounter in actual legal practice. The essay grounds the method in the theoretical disposition known generally as "writing to learn." It argues that students are likely to learn intellectual property law effectively if they learn to practice as intellectual property lawyers, and specifically to write as intellectual …

Legal Scholarship, Humility, And The Scientific Method, David J. Herring

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This essay responds to the question of What next for law and behavioral biology? by describing an approach to legal scholarship that relies on the scientific method. There are two steps involved in this approach to legal scholarship. First, the legal scholar must become familiar with an area of scientific research that is relevant to the development of law and policy. (This essay uses behavioral biology research as an example.) Second, the legal scholar must seek and form relationships across disciplines, becoming an active member of a scientific research team that conducts studies relevant to particular issues of law and …

Computer Models For Legal Prediction, Kevin D. Ashley, Stephanie Bruninghaus

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Computerized algorithms for predicting the outcomes of legal problems can extract and present information from particular databases of cases to guide the legal analysis of new problems. They can have practical value despite the limitations that make reliance on predictions risky for other real-world purposes such as estimating settlement values. An algorithm's ability to generate reasonable legal arguments also is important. In this article, computerized prediction algorithms are compared not only in terms of accuracy, but also in terms of their ability to explain predictions and to integrate predictions and arguments. Our approach, the Issue-Based Prediction algorithm, is a program …