Paper Citation Record · LEDGER

Can Large Language Models Predict the Outcome of Judicial Decisions?

As of 11 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2501.09768.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.09768 v3

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:22:38.451147Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T05:56:03.443358Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T05:56:10.855815Z

Reference resolution

55 of 55 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2347e3ea-8126-43cc-90d0-1286f4b5bf93 · outbound

This paper cites A Survey of Large Language Models.

Can Large Language Models Predict the Outcome of Judicial Decisions? A Survey of Large Language Models

Reference 1

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Observation 095c7ccd-6695-40b9-b14a-f98b136c5861 · outbound

This paper cites To what extent have llms reshaped the legal domain so far? a scoping literature review,.

Can Large Language Models Predict the Outcome of Judicial Decisions? To what extent have llms reshaped the legal domain so far? a scoping literature review,

Reference 2

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Observation 9dbd1d4f-bbc3-4771-b5ad-8acf9452f31e · outbound

This paper cites Performance of advanced large language models (gpt-4o, gpt-4, gemini 1.5 pro, claude 3 opus) on japanese medical licensing examination: A comparative study,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Performance of advanced large language models (gpt-4o, gpt-4, gemini 1.5 pro, claude 3 opus) on japanese medical licensing examination: A comparative study,

Reference 3

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Observation 8c6bcd52-23b8-4f54-9744-dbf5893bed3a · outbound

This paper cites Large lan- guage models in patient education: a scoping review of applications in medicine,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Large lan- guage models in patient education: a scoping review of applications in medicine,

Reference 4

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Observation 30b38a49-1ddb-40f9-86be-f9e06b976245 · outbound

This paper cites Google gemini as a next generation ai educational tool: a review of emerging educational technology,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Google gemini as a next generation ai educational tool: a review of emerging educational technology,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:22:39.017731Z

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Observation 2078dc78-3401-4281-aab6-48d8fbda0a67 · outbound

This paper cites Large Language Models: A Survey.

Can Large Language Models Predict the Outcome of Judicial Decisions? Large Language Models: A Survey

Reference 6

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Observation fdccef90-d196-4f32-a6f2-c42ab2028baa · outbound

This paper cites A systematic comparison between open-and closed-source large language models in the context of gen- erating gdpr-compliant data categories for processing activity records,.

Can Large Language Models Predict the Outcome of Judicial Decisions? A systematic comparison between open-and closed-source large language models in the context of gen- erating gdpr-compliant data categories for processing activity records,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:22:39.006760Z

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Observation 739a147a-3d1c-4c52-94bd-17da35d174a6 · outbound

This paper cites The llama 3 herd of models,.

Can Large Language Models Predict the Outcome of Judicial Decisions? The llama 3 herd of models,

Reference 8

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Observation af76eaa8-6c66-420e-bf7a-433ff59622fb · outbound

This paper cites Phi-4 Technical Report.

Can Large Language Models Predict the Outcome of Judicial Decisions? Phi-4 Technical Report

Reference 9

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Observation 452667ea-b739-4aaa-aacd-b8ffbf624298 · outbound

This paper cites Larabench: Benchmarking arabic ai with large language models,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Larabench: Benchmarking arabic ai with large language models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:22:38.985233Z

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Observation a52f8f33-660e-4865-8892-0e78bf9d4cec · outbound

This paper cites Parameter-efficient fine-tuning of large- scale pre-trained language models,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Parameter-efficient fine-tuning of large- scale pre-trained language models,

Reference 11

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This paper cites A comprehensive evaluation of large language models on legal judgment prediction,.

Can Large Language Models Predict the Outcome of Judicial Decisions? A comprehensive evaluation of large language models on legal judgment prediction,

Reference 12

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Observation 90748336-42aa-41dd-a767-262ed9010a72 · outbound

This paper cites The role of legal expertise in interpretation of legal requirements and definitions,.

Can Large Language Models Predict the Outcome of Judicial Decisions? The role of legal expertise in interpretation of legal requirements and definitions,

Reference 13

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Observation 60b766d9-051c-4ec5-9698-4d9c3ae5fd1b · outbound

This paper cites The impact of legal expertise on moral decision-making biases,.

Can Large Language Models Predict the Outcome of Judicial Decisions? The impact of legal expertise on moral decision-making biases,

Reference 14

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Observation 82728d21-142d-4c6c-b6c5-c794ebf8f666 · outbound

This paper cites Deconfounding legal judgment prediction for European court of human rights cases towards better alignment with experts,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Deconfounding legal judgment prediction for European court of human rights cases towards better alignment with experts,

Reference 15

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Observation 22f9f975-f70c-4bb9-9ef7-a7498c6cc904 · outbound

This paper cites A panoramic survey of natural language processing in the arab world,.

Can Large Language Models Predict the Outcome of Judicial Decisions? A panoramic survey of natural language processing in the arab world,

Reference 16

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Observation 233ec602-3057-4346-b534-b24f57abb4cf · outbound

This paper cites Native vs Non-Native Language Prompting: A Comparative Analysis.

Can Large Language Models Predict the Outcome of Judicial Decisions? Native vs Non-Native Language Prompting: A Comparative Analysis

Reference 17

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Observation 6958f3ec-e0f6-4421-971c-9bc4a3af50aa · outbound

This paper cites A survey on legal judgment prediction: Datasets, metrics, models and challenges,.

Can Large Language Models Predict the Outcome of Judicial Decisions? A survey on legal judgment prediction: Datasets, metrics, models and challenges,

Reference 18

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Observation eabe55a9-d443-4ba2-ad9d-17b8b53137f7 · outbound

This paper cites Predicting supreme court decisions mathematically: A quantita- tive analysis of the “right to counsel.

Can Large Language Models Predict the Outcome of Judicial Decisions? Predicting supreme court decisions mathematically: A quantita- tive analysis of the “right to counsel

Reference 19

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Observation a76d4d4a-5550-4981-860b-44e53343656b · outbound

This paper cites Legal judgment prediction based on machine learning: Predicting the discretionary damages of mental suffering in fatal car accident cases,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Legal judgment prediction based on machine learning: Predicting the discretionary damages of mental suffering in fatal car accident cases,

Reference 20

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Observation fe348acc-ea6a-4f27-9f18-2eca4401e6d7 · outbound

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Can Large Language Models Predict the Outcome of Judicial Decisions? Neural legal judgment prediction in English,

Reference 21

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Can Large Language Models Predict the Outcome of Judicial Decisions? Recurrent neural networks (rnns): A gentle introduction and overview,

Reference 22

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Observation 75e9141e-f374-41b8-b3b1-3697253c1acc · outbound

This paper cites Attention Is All You Need.

Can Large Language Models Predict the Outcome of Judicial Decisions? Attention Is All You Need

Reference 23

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Can Large Language Models Predict the Outcome of Judicial Decisions? Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 24

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This paper cites Legal Transformer Models May Not Always Help.

Can Large Language Models Predict the Outcome of Judicial Decisions? Legal Transformer Models May Not Always Help

Reference 26

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Can Large Language Models Predict the Outcome of Judicial Decisions? Pre-trained language models for the legal domain: a case study on indian law,

Reference 27

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Can Large Language Models Predict the Outcome of Judicial Decisions? Classifying european court of human rights cases using transformer-based techniques,

Reference 28

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Can Large Language Models Predict the Outcome of Judicial Decisions? Transformer-based archi- tecture for judgment prediction and explanation in legal proceedings,

Reference 29

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This paper cites Fact-based court judgment prediction,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Fact-based court judgment prediction,

Reference 30

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Can Large Language Models Predict the Outcome of Judicial Decisions? ILDC for CJPE: Indian legal documents corpus for court judgment prediction and explanation,

Reference 31

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This paper cites Evaluating transformer models for legal judgement prediction: A comparative study,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Evaluating transformer models for legal judgement prediction: A comparative study,

Reference 32

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Can Large Language Models Predict the Outcome of Judicial Decisions? Criminal court judgment prediction system built on modified bert models,

Reference 33

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This paper cites Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting.

Can Large Language Models Predict the Outcome of Judicial Decisions? Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting

Reference 34

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This paper cites Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts.

Can Large Language Models Predict the Outcome of Judicial Decisions? Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts

Reference 35

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Can Large Language Models Predict the Outcome of Judicial Decisions? LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content

Reference 36

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Can Large Language Models Predict the Outcome of Judicial Decisions? Prediction of arabic legal rulings using large language models,

Reference 37

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Can Large Language Models Predict the Outcome of Judicial Decisions? Llms–the good, the bad or the indispensable?: A use case on legal statute prediction and legal judgment prediction on indian court cases,

Reference 38

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This paper cites Legal judgment reimagined: PredEx and the rise of intelligent AI interpretation in Indian courts,.

Can Large Language Models Predict the Outcome of Judicial Decisions? Legal judgment reimagined: PredEx and the rise of intelligent AI interpretation in Indian courts,

Reference 39

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Can Large Language Models Predict the Outcome of Judicial Decisions? GPT Takes the Bar Exam

Reference 40

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Can Large Language Models Predict the Outcome of Judicial Decisions? LEGAL-BERT: The Muppets straight out of Law School

Reference 41

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Can Large Language Models Predict the Outcome of Judicial Decisions? Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 42

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Can Large Language Models Predict the Outcome of Judicial Decisions? Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 43

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Can Large Language Models Predict the Outcome of Judicial Decisions? Lora: Low-rank adaptation of large language models,

Reference 44

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Can Large Language Models Predict the Outcome of Judicial Decisions? Adam: A method for stochastic optimization,

Reference 45

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Can Large Language Models Predict the Outcome of Judicial Decisions? Rouge: A package for automatic evaluation of summaries,

Reference 46

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Can Large Language Models Predict the Outcome of Judicial Decisions? Bleu: a method for automatic evaluation of machine translation,

Reference 47

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Can Large Language Models Predict the Outcome of Judicial Decisions? BERTScore: Evaluating Text Generation with BERT

Reference 48

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This paper cites Are large language model-based evaluators the solution to scaling up multilingual evaluation?.

Can Large Language Models Predict the Outcome of Judicial Decisions? Are large language model-based evaluators the solution to scaling up multilingual evaluation?

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:22:38.697699Z

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Observation 0c757a55-1016-4b16-9f7b-7da69d37863e · outbound

This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.

Can Large Language Models Predict the Outcome of Judicial Decisions? Can Large Language Models Be an Alternative to Human Evaluations?

Reference 50

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Can Large Language Models Predict the Outcome of Judicial Decisions? Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 51

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This paper cites Available: https://aclanthology.org/2024.eacl-long.30.

Can Large Language Models Predict the Outcome of Judicial Decisions? Available: https://aclanthology.org/2024.eacl-long.30

Reference 520

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:22:38.974170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a2c5a9fd-a50a-41fa-a480-30c3561b5d61 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Can Large Language Models Predict the Outcome of Judicial Decisions? Adam: A Method for Stochastic Optimization

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-10T20:22:38.428952Z

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Observation 61452739-e798-4476-b486-4185d22ae22c · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Can Large Language Models Predict the Outcome of Judicial Decisions? LoRA: Low-Rank Adaptation of Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T20:22:38.420676Z

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Observation f6cc867c-94fe-415d-8303-633b9f080783 · outbound

This paper cites A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges.

Can Large Language Models Predict the Outcome of Judicial Decisions? A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T20:22:38.323223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3248328e-c486-45d6-854f-23f06ec86143 · outbound

This paper cites A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction.

Can Large Language Models Predict the Outcome of Judicial Decisions? A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T20:22:38.298641Z

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Pith citing papers

Observation 43da2da2-5b84-4c85-a5e9-9e3415c4710f · inbound

Towards Intelligent Legal Document Analysis: CNN-Driven Classification of Case Law Texts cites this paper.

Towards Intelligent Legal Document Analysis: CNN-Driven Classification of Case Law Texts Can Large Language Models Predict the Outcome of Judicial Decisions?

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:56:10.857149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.