Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LEGAL-BERT: The Muppets straight out of Law School
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 37 inbound Pith citation observations for arXiv:2010.02559.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:25:47.219081Z
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 b7566a9e-ed2a-404e-8d07-4813dd84ec78 · inbound
Aligning Language Models for Icelandic Legal Text Summarization cites this paper.
Aligning Language Models for Icelandic Legal Text Summarization LEGAL-BERT: The Muppets straight out of Law School
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:25:47.219081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 593f3b3e-4913-4618-a9cf-067aae47f2ac · inbound
Computational Identification of Regulatory Statements in EU Legislation cites this paper.
Computational Identification of Regulatory Statements in EU Legislation LEGAL-BERT: The Muppets straight out of Law School
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:45:25.035158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21592842-1017-4448-adf6-b0fc979e9965 · inbound
Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation cites this paper.
Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation LEGAL-BERT: The Muppets straight out of Law School
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:50:20.360901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a346e13d-db58-4c79-b988-b2988a4acafa · inbound
An Automated LLM-based Pipeline for Asset-Level Database Creation to Assess Deforestation Impact cites this paper.
An Automated LLM-based Pipeline for Asset-Level Database Creation to Assess Deforestation Impact LEGAL-BERT: The Muppets straight out of Law School
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:48:47.503703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad671d3-2429-4160-8eed-6d3e24a121a4 · inbound
LLM-Based Evaluation of Low-Resource Machine Translation: A Reference-less Dialect Guided Approach with a Refined Sylheti-English Benchmark cites this paper.
LLM-Based Evaluation of Low-Resource Machine Translation: A Reference-less Dialect Guided Approach with a Refined Sylheti-English Benchmark LEGAL-BERT: The Muppets straight out of Law School
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:42:25.810029Z
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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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.
Observation c34b381f-57f3-48e8-b90a-1b97ad699d6f · inbound
PROSLEX: A Novel Dataset for Expert-Annotated Legal Statute Prediction for Indian Judiciary cites this paper.
PROSLEX: A Novel Dataset for Expert-Annotated Legal Statute Prediction for Indian Judiciary LEGAL-BERT: The Muppets straight out of Law School
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:27:25.143383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.