Paper Citation Record · LEDGER

LEGAL-BERT: The Muppets straight out of Law School

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2010.02559.

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

pith.paper-citation-record.v1
2010.02559 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 31 of 31 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 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:42:49.746219Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation da35917b-8026-4ff5-8ea0-b13229a21373 · inbound

ConfliBERT: A Language Model for Political Conflict cites this paper.

ConfliBERT: A Language Model for Political Conflict LEGAL-BERT: The Muppets straight out of Law School

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:42:49.746219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb9b1d8-1e00-4ac9-a286-f8c12afc2f6e · inbound

A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement cites this paper.

A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement LEGAL-BERT: The Muppets straight out of Law School

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:23:28.079520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aba4871-f27b-4a0f-b97a-5a115ab92f04 · inbound

Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR Ensembles cites this paper.

Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR Ensembles LEGAL-BERT: The Muppets straight out of Law School

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:23:56.485500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9189539f-47d4-4156-8724-ba97e54c96e0 · inbound

Automated Retrosynthesis Planning of Macromolecules Using Large Language Models and Knowledge Graphs cites this paper.

Automated Retrosynthesis Planning of Macromolecules Using Large Language Models and Knowledge Graphs LEGAL-BERT: The Muppets straight out of Law School

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:11.470754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 162a0e7e-27c9-4b23-acce-d61667f961f1 · inbound

Can Large Language Models Predict the Outcome of Judicial Decisions? cites this paper.

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

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T20:22:38.406124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c77cb0c-360b-47f0-87fc-a95e729764ee · inbound

A Comprehensive Survey on Legal Summarization: Challenges and Future Directions cites this paper.

A Comprehensive Survey on Legal Summarization: Challenges and Future Directions LEGAL-BERT: The Muppets straight out of Law School

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:58.836906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d7d5ce-d401-4f71-a420-a36d039b5738 · inbound

CoLA: Collaborative Low-Rank Adaptation cites this paper.

CoLA: Collaborative Low-Rank Adaptation LEGAL-BERT: The Muppets straight out of Law School

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:21:52.639590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6891fa7a-a43a-432e-90e8-4acb7f811330 · inbound

LLMPR: A Novel LLM-Driven Transfer Learning based Petition Ranking Model cites this paper.

LLMPR: A Novel LLM-Driven Transfer Learning based Petition Ranking Model LEGAL-BERT: The Muppets straight out of Law School

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.745500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2731d44-0372-4735-a810-03c45670465c · inbound

CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models cites this paper.

CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models LEGAL-BERT: The Muppets straight out of Law School

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:40.896721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74990b06-03f6-4362-9049-3d15693c8d0f · inbound

BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs cites this paper.

BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs LEGAL-BERT: The Muppets straight out of Law School

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T05:56:34.756680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ef5642-b48e-46c3-b6bf-1f0945ce7c8e · inbound

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework cites this paper.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework LEGAL-BERT: The Muppets straight out of Law School

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.078057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fc84b8-d639-4365-9b5d-632e04eae1a8 · inbound

The Missing Link: Joint Legal Citation Prediction using Heterogeneous Graph Enrichment cites this paper.

The Missing Link: Joint Legal Citation Prediction using Heterogeneous Graph Enrichment LEGAL-BERT: The Muppets straight out of Law School

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T22:13:39.478063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e03d1a-6ae8-4501-b620-ff863ac859dd · inbound

A Data Science Approach to Calcutta High Court Judgments: An Efficient LLM and RAG-powered Framework for Summarization and Similar Cases Retrieval cites this paper.

A Data Science Approach to Calcutta High Court Judgments: An Efficient LLM and RAG-powered Framework for Summarization and Similar Cases Retrieval LEGAL-BERT: The Muppets straight out of Law School

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:09.289590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f24328-cba1-497a-90cc-5fbbd063ecd0 · inbound

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning cites this paper.

PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning LEGAL-BERT: The Muppets straight out of Law School

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T15:16:03.313236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42b9419e-86e8-4415-bd1f-d6232dcf0c26 · inbound

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law cites this paper.

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law LEGAL-BERT: The Muppets straight out of Law School

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:20.451774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739fa8a4-4a7e-4faf-9323-205d53801095 · inbound

EMA Without the Lag: Bias-Corrected Iterate Averaging Schemes cites this paper.

EMA Without the Lag: Bias-Corrected Iterate Averaging Schemes LEGAL-BERT: The Muppets straight out of Law School

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:46.241953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0d22cce-1a71-4bff-b258-d46bcb8cde89 · inbound

Health Insurance Coverage Rule Interpretation Corpus: Law, Policy, and Medical Guidance for Health Insurance Coverage Understanding cites this paper.

Health Insurance Coverage Rule Interpretation Corpus: Law, Policy, and Medical Guidance for Health Insurance Coverage Understanding LEGAL-BERT: The Muppets straight out of Law School

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T13:37:59.710555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73a4eec-1b79-4b04-a1bb-cc1219f0b89c · inbound

L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit cites this paper.

L-MARS: Legal Multi-Agent System with Agentic Search and Citation-Faithfulness Audit LEGAL-BERT: The Muppets straight out of Law School

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T13:20:40.088086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ac50de-b662-4f9c-ac0b-18edfcfff7d9 · inbound

Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering cites this paper.

Hybrid Topic-Semantic Labeling and Graph Embeddings for Unsupervised Legal Document Clustering LEGAL-BERT: The Muppets straight out of Law School

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T13:04:03.959236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdeda45d-9f7f-4812-9517-f9da7b40d661 · inbound

LLMs for LLMs: A Structured Prompting Methodology for Long Legal Documents cites this paper.

LLMs for LLMs: A Structured Prompting Methodology for Long Legal Documents LEGAL-BERT: The Muppets straight out of Law School

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T11:48:43.397449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b13d7e-6cf1-4799-8b71-f9f1fe39ffa0 · inbound

SteuerLLM: Local specialized large language model for German tax law analysis cites this paper.

SteuerLLM: Local specialized large language model for German tax law analysis LEGAL-BERT: The Muppets straight out of Law School

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T00:17:22.260058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ba223f-e0d0-4d36-867d-0a06aeddfd8b · inbound

Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA cites this paper.

Beyond Case Law: Evaluating Structure-Aware Retrieval and Safety in Statute-Centric Legal QA LEGAL-BERT: The Muppets straight out of Law School

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T11:30:53.554860Z

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 7eb3f310-e2ef-4ccc-91bb-b93a5e76c24d · inbound

Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation cites this paper.

Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation LEGAL-BERT: The Muppets straight out of Law School

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T17:20:38.697456Z

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 b0a7a12f-f72c-4927-9158-c3510a0beafd · inbound

From Benchmarking to Reasoning: A Dual-Aspect, Large-Scale Evaluation of LLMs on Vietnamese Legal Text cites this paper.

From Benchmarking to Reasoning: A Dual-Aspect, Large-Scale Evaluation of LLMs on Vietnamese Legal Text LEGAL-BERT: The Muppets straight out of Law School

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:48:01.599449Z

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 301cbd4d-57ee-4b7f-ad62-130c4c4649d8 · inbound

LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues cites this paper.

LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues LEGAL-BERT: The Muppets straight out of Law School

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:11:10.815613Z

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 ab452b88-4e2e-4625-a160-1958a0b9659a · inbound

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection cites this paper.

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection LEGAL-BERT: The Muppets straight out of Law School

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:16:12.050892Z

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 63589306-6553-4199-8754-714e4e39e3df · inbound

Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free cites this paper.

Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free LEGAL-BERT: The Muppets straight out of Law School

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:42:48.197457Z

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 c447fd4d-990e-4d36-8a0d-5f5b33294e76 · inbound

Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification cites this paper.

Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification LEGAL-BERT: The Muppets straight out of Law School

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:28:16.564360Z

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 c236c7f6-c523-4af1-bd3c-39a1a219634f · inbound

DynaGraph: Lightweight Multi-Model Interaction Framework via Dynamic Topological Reconfiguration cites this paper.

DynaGraph: Lightweight Multi-Model Interaction Framework via Dynamic Topological Reconfiguration LEGAL-BERT: The Muppets straight out of Law School

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T00:22:51.640422Z

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 c49706e5-256a-44b0-8d9b-92b71f2c42a2 · inbound

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning cites this paper.

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning LEGAL-BERT: The Muppets straight out of Law School

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T04:39:35.024305Z

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 4ffd5bfd-9537-4da4-aa0b-dbf75c2c361b · inbound

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning cites this paper.

LAARA: Layer-Aware Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning LEGAL-BERT: The Muppets straight out of Law School

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T09:01:50.565455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.