Paper Citation Record · LEDGER

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2506.18768.

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

pith.paper-citation-record.v1
2506.18768 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:54:28.808253Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:12:49.467465Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:13:05.922283Z

Reference resolution

47 of 47 outbound references displayed

verified exact8
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b9a4d8b-d81a-4da8-a560-ac6a1354c79c · outbound

This paper cites URL: " 'urlintro :=.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.706633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16a319d7-26c9-4e99-b8b2-4c50b671f136 · outbound

This paper cites write newline.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.763329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e063588-dd47-40db-a84c-f62a3a5f8c8e · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:33.610487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97000899-10e5-455e-bbdb-6090a5c5041b · outbound

This paper cites Qwen Technical Report.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Qwen Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:24.942063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf5d3d66-07a8-4bea-9ed9-9df1068d6dd0 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:33.467755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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

This paper cites LEGAL-BERT: The Muppets straight out of Law School.

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 0eeb301d-d916-4f1c-9243-5aaa65128bc0 · outbound

This paper cites AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.140187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c612a74a-5611-49b5-bcb1-13aa2e603d26 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.245903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d433ac3-1a34-447b-80a6-c7f0126953ef · outbound

This paper cites Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:30.932240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b2ec7ef-c7a1-4a4d-83d4-f2c95821102a · outbound

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

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:30.775596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0dad2b1-01aa-41fb-a256-7f06387fd6bf · outbound

This paper cites LAiW: A Chinese Legal Large Language Models Benchmark.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework LAiW: A Chinese Legal Large Language Models Benchmark

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.531241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfed4905-db15-427c-92bf-f315405251b1 · outbound

This paper cites JuriBERT: A Masked-Language Model Adaptation for French Legal Text.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework JuriBERT: A Masked-Language Model Adaptation for French Legal Text

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:30.586703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7761a91c-d7ac-4b84-97c6-a01601180a10 · outbound

This paper cites LawBench: Benchmarking Legal Knowledge of Large Language Models.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.711725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e3d29b-9e3d-4220-b9e0-0e492ddb2111 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:33.324459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f59735e2-6602-4c14-9ac1-6af42be7dd95 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:25.880677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e52f35-d334-4f2c-8573-bc71c9b3bc9a · outbound

This paper cites Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:30.345845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d1ff4185-92e1-4344-8a3d-2213be5a5b63 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:33.202506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ba39927-6478-4f6e-9e1f-e60a03c83a1a · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:33.080575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b64dc3c8-0aea-4d48-bca6-1c1f7c58a2af · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:32.958092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1afe9a85-4245-4606-9ccd-97ba998af33d · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:26.274482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b61b072-f313-4924-b9cc-53f9e0d18262 · outbound

This paper cites CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:26.373018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3138078e-0b1e-4a3e-b757-4c3019673935 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T04:54:29.233669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e291d6eb-3b56-4889-aeda-163c7316c186 · outbound

This paper cites Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:26.571327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d33df35-3e6f-4eaf-a312-0e74625c22e3 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:32.742066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c106029b-62a9-42f3-99b8-59b65aabf689 · outbound

This paper cites LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:26.784130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7068999c-be0a-4ae2-aea5-d7e000d2d488 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:32.560859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb03466d-55c5-4e43-9129-c55b4120fc60 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T04:54:29.064078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d6ceaba-bff9-4730-9c2b-e3a7205fbaa8 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:32.348228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b5da3b8-b349-4968-a640-ca792ebda6c3 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.091229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b0a36c-5e84-4364-a949-f43c2c6ac372 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:32.161523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f16dcf66-3691-44cd-a374-94d3c7e6432c · outbound

This paper cites Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.304247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1c1d23-38c7-40bc-8e3c-91cac84d618c · outbound

This paper cites GPT-4 Technical Report.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework GPT-4 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.383930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 024b5934-0914-4556-b5e8-93d45c241c1b · outbound

This paper cites LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.490816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6eca66-df25-423c-b98d-82a2d321d5c1 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:31.915898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84ec6670-8148-43cb-abb8-d4793b76eb3e · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.665246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84619707-206c-4bd0-80bc-d4c19251ccb7 · outbound

This paper cites Yes, BM25 is a Strong Baseline for Legal Case Retrieval.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Yes, BM25 is a Strong Baseline for Legal Case Retrieval

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.749561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ebf3fa6-b909-48c2-b8a1-5ebf8c37b450 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:27.915248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f84e701f-e1cd-4cdd-b744-dc7049291aed · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:31.759684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d59f0ee9-6142-4857-8c43-146cb85f6e75 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:31.606150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebb016f7-d70d-46c9-bcb4-c0b487f67bc7 · outbound

This paper cites A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal Studies.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal Studies

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:29.660876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7172ae2-c0b9-4412-b9e8-a999129378c0 · outbound

This paper cites Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:28.277620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5a356c-f51f-4c30-a948-a305e1669ce6 · outbound

This paper cites CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:28.343683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4623cd54-b6e5-4c83-b06a-70c8af60cfbf · outbound

This paper cites Distinguish Confusing Law Articles for Legal Judgment Prediction.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Distinguish Confusing Law Articles for Legal Judgment Prediction

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:54:29.450194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2177c97c-4789-436c-9f7b-f1ac64923070 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework ReAct: Synergizing Reasoning and Acting in Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:28.530930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567a4f7f-230f-4a09-880b-bab54d7f0ae7 · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:31.447072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae2ce00d-144e-40cd-b416-9d0a1f4760df · outbound

This paper cites an unresolved cited work.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:54:31.245192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59e78db4-0088-4aa0-b120-7e016c521381 · outbound

This paper cites LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model.

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:54:28.808253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c2c32e78-e550-4058-aaca-30c77f3fc0e8 · inbound

Does the Competitive Component of Adversarial Self-Play Improve Legal Reasoning? A Controlled Negative Result cites this paper.

Does the Competitive Component of Adversarial Self-Play Improve Legal Reasoning? A Controlled Negative Result ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:13:05.927402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.