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Paper Citation Record · LEDGER

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

As of 9 August 2026, this Paper Citation Record lists 100 of 221 outbound references and 5 inbound Pith citation observations for arXiv:2507.07748.

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

pith.paper-citation-record.v1
2507.07748 v1

Coverage vector

measured 100 of 221 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:37:11.018908Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:07:39.671061Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 221 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved95
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation beb08043-be6f-4ef1-9995-53383af711de · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:03.265524Z digest=sha256:95ed05ade5b1c8f9040024bc1e27164338a07d5b39642efcbbf0e81e0dc2705a

Observation e098f548-75ca-4d8f-8d9b-8a5656fb0f24 · outbound

This paper cites GPT-4 Technical Report.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance GPT-4 Technical Report

Reference 2

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source=pdf_text observed=2026-08-06T18:37:03.339918Z digest=sha256:d93f60b11f2c20944a96092c38aceb35293e6f500f04ee7c90b42a7aa2dcc459

Observation 46f80112-56de-49ea-9de6-f4a66654416b · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-06T18:37:03.439046Z digest=sha256:6fd51f52ba219891435e91b9fd5809f21a797efb27c1511ed29463b0c9afceee

Observation b23d06b6-41d8-429d-8b8f-1a95b77a6763 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-06T18:37:03.509430Z digest=sha256:27b10345ca693498f50c0b68f75e202e8171f62ee0d00c192cf7001c4e4eb26d

Observation 046869ac-75f5-48da-81fa-07fa72be0867 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-06T18:37:03.584144Z

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source=pdf_text observed=2026-08-06T18:37:03.584144Z digest=sha256:5e0ca4956dd3921ac122ab8ef6fef603d3fef03e83b563674e35e8a01c7d459e

Observation f92c66ec-ca4b-4ae0-8dd7-7ae62be6b8dd · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-06T18:37:03.690950Z digest=sha256:2a31838521aee36885a977ebcddebbb6fabb878b34bceb91179751181b9bf146

Observation 5f42e0f9-9295-4000-8575-c9e9da3d6304 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-06T18:37:03.760225Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:03.760225Z digest=sha256:00447febee11abb67de62db150794f5b080a59f22c8fc566d0df9da682f26a0e

Observation 34465b92-2013-4989-8d3e-18b84a14ab35 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-06T18:37:03.799420Z

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source=pdf_text observed=2026-08-06T18:37:03.799420Z digest=sha256:b8be119f99851e2180487dba2b747dceed5a520f4acd8722a78ec518979e45f6

Observation 7f4f4120-f748-4ed9-a26a-5512b8cc2181 · outbound

This paper cites Purposefully Vague.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Purposefully Vague

Reference 9

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no resolver link, observed 2026-08-06T18:37:03.900427Z

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source=pdf_text observed=2026-08-06T18:37:03.900427Z digest=sha256:4fef66dfbda771fe8d4a14f3a067db1ac965cf10cf6cdf57efbb28d229c4fcbb

Observation 873bda16-a429-446e-837f-af3f055e61ba · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-06T18:37:03.952678Z digest=sha256:ff9dc10d609f23ff546f5cc7869b7873c01c714a289316fd80f7adc40086d25f

Observation 13adfca6-a848-4922-b1ab-dc5116343628 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-06T18:37:04.005479Z digest=sha256:964a399be69dc1acb192670ffa3c116e71d0323a4df500c56b6bce071c663451

Observation c520b72a-6aeb-40e0-b668-b64d67aeb412 · outbound

This paper cites Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization

Reference 12

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no resolver link, observed 2026-08-06T18:37:04.097976Z

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source=pdf_text observed=2026-08-06T18:37:04.097976Z digest=sha256:04ea9b57dfbd0d5dd45f71a14298083131343e134e481f6401ae70029cd57074

Observation ee3fbf12-068e-4ad9-a7eb-ccd8b9ddbd32 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-06T18:37:04.151457Z

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source=pdf_text observed=2026-08-06T18:37:04.151457Z digest=sha256:08a61fbd516570b031e6c47566385cd5f8ab849ea63147afc6df179e1b0ff449

Observation cb84ab0e-c901-4aa6-bde4-a43c9af568b7 · outbound

This paper cites Longformer: The Long-Document Transformer.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Longformer: The Long-Document Transformer

Reference 14

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no resolver link, observed 2026-08-06T18:37:04.313451Z

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source=pdf_text observed=2026-08-06T18:37:04.313451Z digest=sha256:b92009f4eed08b1b2ef20a091268d87800a0fcda2b29848d0d7724de26d4ff04

Observation d8ef6258-c709-4063-a8b4-278a42db2603 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-06T18:37:04.498245Z

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source=pdf_text observed=2026-08-06T18:37:04.498245Z digest=sha256:b9255d687add00522e24f73ee09d75ef4f93d76aaca50d16b6504810fcb5494e

Observation c8b583ff-a16a-427a-89af-2b0041449a9f · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-06T18:37:04.581804Z digest=sha256:28c30418d44dba7fa5abebed90493ff5c24530b6339a901f986f7cd3b710f74f

Observation be9d9e49-f35a-4744-a3ef-21113b8704ba · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-06T18:37:04.692004Z digest=sha256:5cdeb7cdf608c714d98160313cd9e5ce9f108fef7f09f800a9f1edb42c05269f

Observation 5a5287e8-80e2-4646-b40d-af11823ff8dc · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-06T18:37:04.814674Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:04.814674Z digest=sha256:4c77734438eeaab351d7e0c2d92d967453d056c35d33f81c933b8f53841fede7

Observation 58472d64-e2f3-4453-9cae-6d0d16b68294 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-06T18:37:04.907454Z digest=sha256:1e69d9f01b6a762a2f0155de4cb2bf1d1e986eff6734b73d38c8adebaffb8091

Observation 07e0cae0-5ca5-455a-ba1d-1ff7fd700241 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-06T18:37:05.026550Z digest=sha256:6ba465888e10d21cf08f331ed3512e00f6ddcbc17369004ab017fbfe44560110

Observation 80fc9c4f-1219-4c62-9549-2dec543bd713 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-06T18:37:05.112794Z

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source=pdf_text observed=2026-08-06T18:37:05.112794Z digest=sha256:4c7c24a497c89a600db4948c33ed3e886881a781e4903f9f537098cc0370bfb4

Observation 979e5002-a5a0-4182-bc03-2335fe750579 · outbound

This paper cites Language (Technology) is Power: A Critical Survey of "Bias" in NLP.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Language (Technology) is Power: A Critical Survey of "Bias" in NLP

Reference 22

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source=pdf_text observed=2026-08-06T18:37:05.344874Z digest=sha256:8dc5ffb8eb39b7b1d8eaf367fac0ec9cd7c6d81901a10740a04723b89bd3d72f

Observation 5c7ef0db-ff7f-41aa-b633-261b76029584 · outbound

This paper cites The Review of Socionetwork Strategies (2024), 1–26.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance The Review of Socionetwork Strategies (2024), 1–26

Reference 23

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source=pdf_text observed=2026-08-06T18:37:05.238599Z digest=sha256:b51929c661951c333bf134737c7587873a48920ce131379b34d3a1e206ca0e30

Observation 78c1e542-cd37-4438-8267-6d4d38739363 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-06T18:37:05.583300Z

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source=pdf_text observed=2026-08-06T18:37:05.583300Z digest=sha256:bda82a35b33d7bdd49e20a4b2e49f09f350ad5df9425e04ba1bfc4a3c06e375a

Observation bf7d2d37-508b-4cb4-b021-556ef2133221 · outbound

This paper cites Demographic Dialectal Variation in Social Media: A Case Study of African-American English.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Demographic Dialectal Variation in Social Media: A Case Study of African-American English

Reference 25

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verified exact
local_arxiv, observed 2026-08-06T18:37:12.322838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:37:05.448981Z digest=sha256:6a5774db5371c5cff8463f77094f32ef155358b4a7f4136b2b169e8e14510dc1

Observation 3c954ed3-4345-40b7-9078-1b7429f2647d · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-06T18:37:05.744824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:05.744824Z digest=sha256:c15d508ef5cb1673a721ae2f21b09bd7ab2db559ecedcc95ab01a70e8b6033a1

Observation 6c35bb4f-fe07-4e53-8f99-561cb0bd3afb · outbound

This paper cites Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English

Reference 27

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no resolver link, observed 2026-08-06T18:37:05.679443Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:05.679443Z digest=sha256:ccbe9aafa12f3e303443225e712349dd14521c70a8294a42c60366c8c1042f30

Observation cdc270d1-3d42-4bc7-a328-74192fc609b2 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance On the Opportunities and Risks of Foundation Models

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:05.905476Z digest=sha256:dedc90191e1c412755ddf3bdc46c10f95a6bede99313545a79429a813a097ae2

Observation 80275444-9bd0-40c7-a191-af08f14570c6 · outbound

This paper cites GPT Takes the Bar Exam.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance GPT Takes the Bar Exam

Reference 29

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no resolver link, observed 2026-08-06T18:37:05.834857Z

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source=pdf_text observed=2026-08-06T18:37:05.834857Z digest=sha256:0c07184be2372c3d825e2e0eb56fdfa6f7599b812919b13b6da5f7be7271bb70

Observation 53fc96e5-70cf-44ff-aea1-a4835782eae0 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-06T18:37:06.052605Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:06.052605Z digest=sha256:29be1eb3ce1b6d9e18ec867875a791a686a1eeff8c41adfdf42e54fe477b3807

Observation f32fd7a3-3370-4fcd-8d32-0cb6ca8559b3 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-06T18:37:05.982362Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:05.982362Z digest=sha256:8182c3c00155b289359c4fe7e1d90d9b49d0c35c1ce589c8bdfb4b2b9d61fdc9

Observation 02404a70-7dd0-4115-8da1-44f289e2f458 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 32

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no resolver link, observed 2026-08-06T18:37:06.167558Z

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source=pdf_text observed=2026-08-06T18:37:06.167558Z digest=sha256:d6e6cac045e0dda07d070cea1c535ce91d64814ac117c70aa892658face0ef8d

Observation 26c0675b-6ab1-41be-8f23-c346e8f3ffd1 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-06T18:37:06.107670Z

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source=pdf_text observed=2026-08-06T18:37:06.107670Z digest=sha256:d5f389727c97b1e520b96fdf124157c94465b88da905bbd561af3231a86c3c6c

Observation ceb156dd-f0e5-406b-8a33-38bfbaea850d · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-06T18:37:06.292461Z digest=sha256:50955aee9cdfc06921226f006a5544b8e5f5469163efc3382460298dd0f9e249

Observation 5fce2ef9-366c-4ac9-87b7-0624d69c0018 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-06T18:37:06.240522Z

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source=pdf_text observed=2026-08-06T18:37:06.240522Z digest=sha256:1e5a8e704e2a267356078526e757b4346c64d479540d0e3110377d0b9f11016b

Observation 52136299-5b50-4205-9848-4d8349bbc297 · outbound

This paper cites LexGLUE: A Benchmark Dataset for Legal Language Understanding in English.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

Reference 36

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no resolver link, observed 2026-08-06T18:37:06.460466Z

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source=pdf_text observed=2026-08-06T18:37:06.460466Z digest=sha256:621f32458cdbc2a706b11ae7a86e03b75892b947fd13249ef48a10b534f75562

Observation de4a2b84-0a7e-4343-a384-569c833b97de · outbound

This paper cites Neural Legal Judgment Prediction in English.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Neural Legal Judgment Prediction in English

Reference 37

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no resolver link, observed 2026-08-06T18:37:06.378894Z

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source=pdf_text observed=2026-08-06T18:37:06.378894Z digest=sha256:9edaa4a20a7888427e15537f069015f12287c480b2eb9ebe230cce12505488fb

Observation b5fff1cf-4fa1-4c9b-bb56-2d76d2133b18 · outbound

This paper cites ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Reference 38

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no resolver link, observed 2026-08-06T18:37:06.640863Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:37:06.640863Z digest=sha256:361859a64b97b151a9ec00f37cd1cf91f94a8a18eba235f8fb73711f5feb7e53

Observation 69b37a93-76de-4b2c-8630-aa77845386b2 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-06T18:37:06.569696Z digest=sha256:0b2eb9d05722482840e3afcf7c617bd4c4775678cb4601ecb0fdb05f4642a639

Observation 2218f37d-09fb-484a-af18-fc570e8a3945 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-06T18:37:06.801425Z digest=sha256:f614e76b3e3539b5aac1b252f5588db7f17ff5d59d0d7eca311d98c41c35e5b3

Observation 59c684bc-d221-448f-ace5-3073ff5b0507 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-06T18:37:06.747711Z digest=sha256:31bb2566803051cc378254aec8165e4534682bbea8d59b4bdd643f4997ce505a

Observation 3fd30b8e-2190-440f-a34c-416aac2d10e3 · outbound

This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture

Reference 42

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source=pdf_text observed=2026-08-06T18:37:06.948840Z digest=sha256:1c546fe5373af6fdd6d124979a9f6b89f0f378a3b50a3b6f515d57e1cf6e8a1f

Observation d0d8c7ab-c49b-4621-a29e-f06f4e83e8b7 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-06T18:37:06.894791Z digest=sha256:14db5baad6aa3edad63562fa63be03a442db99b3edf3005e0c11240df22b7e12

Observation fcd8abea-f64e-4b4e-af2e-7c87f33d08b6 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-06T18:37:07.089527Z digest=sha256:746fb52458041b7462fac5856b29d66b2e96a13e5cc7ae843f7f720a60516444

Observation 07503820-64c3-47b6-991f-309e715dc3df · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-06T18:37:07.022453Z digest=sha256:94ec9420e44da8267dca21430706cb8db5a6b73b53c3fd76aff21fab5e08cbfa

Observation e73b6d9a-8499-488d-8290-a815d76e4f00 · outbound

This paper cites Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction

Reference 46

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source=pdf_text observed=2026-08-06T18:37:07.227639Z digest=sha256:db91c1600cae1b7771d98989751c56c0346c655f5e0ba5e5a41036cb73097f2b

Observation f2603e3e-1ac1-4697-a332-6a6c9211f91e · outbound

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

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance LAiW: A Chinese Legal Large Language Models Benchmark

Reference 47

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local_arxiv, observed 2026-08-06T18:37:12.187505Z

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source=pdf_text observed=2026-08-06T18:37:07.154405Z digest=sha256:d5d81042b1cdea92d33d232b6c4e960cc7fa12df5ef1b6ee468ca8942a35e0f9

Observation b9251485-3f22-41b5-a776-4895229cf99d · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-06T18:37:07.406417Z digest=sha256:c701995ecb2be2d7b329ecf6162007d0c9b57272d1d9b8839c28c276f76c2799

Observation 2a1d19e6-b48b-41f8-93d8-9901d38ecf3a · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-06T18:37:07.274938Z digest=sha256:4e15570307928d2e37f53815f1e3c4223bc66cd550f75fc2baef0d34cb4f89fd

Observation 21f2bf43-ad60-45e8-86c7-39644f6ff5d2 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-06T18:37:07.543771Z digest=sha256:82d287ffc821472d03484d7b24d90246ec849816e31e5881b8c0f8ad773e6af7

Observation 3afd2c82-7e24-4604-af47-370ba281b226 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-06T18:37:07.622367Z digest=sha256:7ebbf5e6222660057eea27de868cde3b0ededb4f0a0a61a49ba590e6b5736ce0

Observation 3d1a01ea-dd8e-4e7e-8759-14f772ff2c05 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-06T18:37:07.460141Z digest=sha256:8d93d025a6016b83924428c6257998c6c494cb03f173940ecc0224a70ffea183

Observation 9d4d4cd3-34da-4fc0-9a62-739e86c3d476 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-06T18:37:07.776031Z digest=sha256:096b952e3638239e73de0660f640b403dbc91ba7cecf48d43876753c35333642

Observation f06b71a1-4151-429c-9224-f001e35e7a90 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-06T18:37:07.837056Z digest=sha256:1b38f771999e9163eb6810f6a62c6cab66a0d082d7d9790377325ebc51f979b6

Observation 9319ddb5-f217-4ab1-98f1-ba7a448b4d6e · outbound

This paper cites Introducing RONEC -- the Romanian Named Entity Corpus.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Introducing RONEC -- the Romanian Named Entity Corpus

Reference 55

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local_arxiv, observed 2026-08-06T18:37:12.168758Z

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source=pdf_text observed=2026-08-06T18:37:07.712289Z digest=sha256:8296badb3b276b259b673ed016b44e094ff370b0160f6d5fdcc5fa6ba8ba03c4

Observation ccdfe17c-d3bd-4f87-b379-cdbef44069de · outbound

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

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 56

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source=pdf_text observed=2026-08-06T18:37:08.052994Z digest=sha256:6b216594fe285e7d1ffdd7f7721c72f58cb62be84aeca59f0b3c1f9c37691120

Observation f1407c23-b468-4b1a-9281-f58acd571322 · outbound

This paper cites InternLM-Law: An Open Source Chinese Legal Large Language Model.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance InternLM-Law: An Open Source Chinese Legal Large Language Model

Reference 57

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local_arxiv, observed 2026-08-06T18:37:12.082890Z

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source=pdf_text observed=2026-08-06T18:37:08.120073Z digest=sha256:b607fd9ab20c2054b22a3d2217536152a0b1e51ceb9696c9cc18b0d66a929126

Observation 5a58df12-5fdf-4a20-a77a-bb91d0ef7adc · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-06T18:37:07.945300Z digest=sha256:19ab819165089f123f28b395f43677aff4c45ab00f08162948ac0bf3d8764057

Observation 02d54471-1eb7-445d-8c1c-5f01e8826242 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-06T18:37:08.279013Z digest=sha256:e06ebb925350aaae7d229ac8601df78ea75ba9f1e6636c883a0d2d8f254d0a16

Observation eeb37354-5a92-4005-b27f-1037578a57f0 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-06T18:37:08.342650Z digest=sha256:c1504bc9611c84a0c55c7c2d55bf0595d2cc7ea6ba37b96b47c902cc56ce58af

Observation 9badcc95-d56c-40c5-910f-aa1ab442141a · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-06T18:37:08.180911Z digest=sha256:65d884fafd8ad4f3fe01efd43ccf621f3617841c52eea6169eec3e65ad6ac59d

Observation 4f5ff1d5-a3cd-43d4-a2d1-516f8c2d7962 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-06T18:37:08.584099Z digest=sha256:30629acf85c54c7ed6ecb873cbccaf11826f883460f3434f1f1d6c75863c73e0

Observation 10e63f68-92a3-48aa-b381-3b83aa2c9305 · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 63

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Observation 8e078ead-28b2-466d-a061-3214538bfcfb · outbound

This paper cites Springer, 140–155.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Springer, 140–155

Reference 64

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source=pdf_text observed=2026-08-06T18:37:08.437664Z digest=sha256:5df0645deb0097537f1b0bb0bd0fcd1c73300c93a95ff58b676212f73740487f

Observation e70c1b58-087d-45b4-9828-1e926791b0f4 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-06T18:37:08.528431Z digest=sha256:74426ab090023c0d9f30568c230abc2ad6902c750df71a0bc5f4a7bea551c42e

Observation f8a21e8d-2d8d-4d3c-a3e0-ab2971174af4 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-06T18:37:08.873663Z digest=sha256:55fb1b10ce8134949912a2dc3083f40f663141d43f9da3455d83a4be51236d5a

Observation 282c8ffd-d2e6-4504-b5ca-ce8834a633c2 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-06T18:37:08.913422Z digest=sha256:12a47ef013f5da4e4779062ffb1fc18b6242e28b993a4682adfd325b0ec2ccf4

Observation 40c99f20-93bb-49bb-b9cf-b8d51ec95fa0 · outbound

This paper cites RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Reference 68

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source=pdf_text observed=2026-08-06T18:37:08.728392Z digest=sha256:74c3c6cdd18c3933683dba20e14a9ff5996100dec3547303142ead2c4ea37d74

Observation 46bc5a50-d707-450a-8d90-8e2ac145e1e2 · outbound

This paper cites Human Centered AI for Indian Legal Text Analytics.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Human Centered AI for Indian Legal Text Analytics

Reference 69

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source=pdf_text observed=2026-08-06T18:37:08.798765Z digest=sha256:5d3892fda3c5fe7e366e2e4ccf629c4553bf365975cb28adb4acc6c0d640e444

Observation 746e88fc-50dd-4c97-ae33-7fe09dbec2e2 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-06T18:37:09.075277Z digest=sha256:a89037a1f19a2ae5e6d78211ab6df8e89c4782b6b9669ba3d986ff4eb021583b

Observation bd9a189d-61a2-4f38-a29a-fb943544c332 · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

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source=pdf_text observed=2026-08-06T18:37:09.166643Z digest=sha256:900f92deaff7d2c17fcec2ab5c7f1c24a29e621953ca1244878d0ac3721ccf5b

Observation 4b259f44-5c1d-4c63-a96c-bb405770a6e6 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-06T18:37:09.031048Z digest=sha256:ab04f9def3eaefd255a2afd43d783094d3fe7cf3fa7155c3d6558233b8ad438e

Observation a46ae548-9693-4d2b-8cb1-e3a46e0766b7 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-06T18:37:09.070732Z digest=sha256:c16508c7331169382b0b33d5cac5dc83a7533ad9b50ef65296f78eff68b5a1e8

Observation 1caa5ba5-e231-44ea-a9bf-b5a6f3a2f470 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-06T18:37:09.411162Z digest=sha256:5efd7f769fdcdfc8ea559f4dd8798fa3d64e6d97999f3ac4c6f54e6a7bea8f8e

Observation 44273693-152f-4afa-b8f6-58657ae34c66 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-06T18:37:09.511316Z digest=sha256:06e400547a0aafa1bd09e927a3ea0c6f83cc4b4f71494bc2fe8f45b43d5767d3

Observation 3525fd99-25e1-42f2-8bef-905ab389a0a4 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 76

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source=pdf_text observed=2026-08-06T18:37:09.249368Z digest=sha256:5a494aea6da8bf50ef9abd1f0dc394e2870f0889ea0f2bafe7e127d0ed39342b

Observation 5f76d2c5-33dc-44c5-85d5-d5259c392cc7 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-06T18:37:09.317717Z digest=sha256:aff32720b3ca758c4d48bbd5bb0f5461856ee04039c155fe67242faddd33cca4

Observation 23f323c9-b038-4703-9cfb-489cd14fbb1d · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 78

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source=pdf_text observed=2026-08-06T18:37:09.767586Z digest=sha256:58c6f67b7dce191c0a8da64eb6fa9a027d66e566ac7ece68300e765b90a583af

Observation f48e1f0d-d63a-490e-9f23-73ee4c0bdfc9 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 79

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Observation 65439e0e-0992-4bab-b10f-6cd033a006fb · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 80

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Observation dbb6a9b5-ce60-4265-b0be-6f0e7802fd9e · outbound

This paper cites CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review

Reference 81

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Observation fdc6be75-d7ce-40ca-902a-c82e42e56aff · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 82

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source=pdf_text observed=2026-08-06T18:37:10.086619Z digest=sha256:0ff5290e3d302894c0e4a991c7913077f5c46a267a1a620e4da993ec852b607f

Observation 5de3e5a5-fae7-43fe-9b88-337fd7323ea3 · outbound

This paper cites Lawyer LLaMA Technical Report.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Lawyer LLaMA Technical Report

Reference 83

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Observation ab6f0cf7-fb69-4b1a-b37c-189032fad1d5 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 84

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source=pdf_text observed=2026-08-06T18:37:09.915195Z digest=sha256:74b532cb854939b79de8f600c76989fcec5f83ec1117a24ec411d08c8e43e288

Observation ddbe12cb-ea5e-4ff7-8b70-eed5e4874e89 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 85

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source=pdf_text observed=2026-08-06T18:37:10.009706Z digest=sha256:9ac77eb2a6ba5ed20ebab77843346da949b600242f0b769049d8b525f0c2c5b8

Observation e9b88653-ab6f-47e8-8cf4-8d5ad0ac290f · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 86

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source=pdf_text observed=2026-08-06T18:37:10.530180Z digest=sha256:d1a4e6c018a1e0f077fd5df784bdcd886fdfaeb83bfc8628754140dc5168ab30

Observation cb4ace75-cddb-4d1c-bf96-c9fdbde603df · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 87

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source=pdf_text observed=2026-08-06T18:37:10.611908Z digest=sha256:309827ce339f64aa9cc4476a6fc710fd8ee175e6e08750f4c2a66e56b59f3082

Observation 22440f81-c902-4d7b-bbe4-1be90102985e · outbound

This paper cites Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer

Reference 88

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source=pdf_text observed=2026-08-06T18:37:10.240535Z digest=sha256:f9da287791a5f20400feb54f57de6fc11e7b362701db34ff8b21fa240f4ea1b4

Observation 19c8d6cc-272e-4169-b6b9-b6a79e0eef85 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 89

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source=pdf_text observed=2026-08-06T18:37:10.334467Z digest=sha256:701715664e95d89d63da3dc3ab33745f4dd37becb3da12ff7e23555b6b95f4dc

Observation 260ab793-028b-4d90-b0e8-453d26f79e72 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 90

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source=pdf_text observed=2026-08-06T18:37:10.886720Z digest=sha256:a6c82a8b87ef7e038ed17cd415b12f345abfe49fd555852d91e7f4c57941b3bf

Observation 08337d08-a1c8-43ec-9da5-12661f5aec2a · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 91

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source=pdf_text observed=2026-08-06T18:37:10.967728Z digest=sha256:224a1e4055fe1b84b38f1386ea49dcc84656b8c011e43b1c2cccd82ae1949669

Observation d79a6807-eff9-4e3f-a3e8-0d80878a8fd6 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 92

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source=pdf_text observed=2026-08-06T18:37:11.003974Z digest=sha256:0cce5b5e8f5a072457f71ebc9e4a69b34631c56b0c26c027e22a1e68395dabec

Observation d317c4f8-d081-44f7-be7a-0b9ce7e93122 · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 93

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Observation 2cacc1ba-d280-4039-9cda-0e4da9345250 · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 94

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source=pdf_text observed=2026-08-06T18:37:10.754830Z digest=sha256:8c933a6d586f1705e51a41cb9fa30d411f76ce63bd67503412a809e5b6a345a8

Observation 9c5ea985-6d27-45a8-acea-9521b490be25 · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 95

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source=pdf_text observed=2026-08-06T18:37:11.011434Z digest=sha256:100c3b1b75629641d1a39bb11710c2efcf88c92ec9dc8ad61688923f734b5939

Observation 58f462c2-29e2-4124-b805-3acbf2ddaf85 · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 96

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source=pdf_text observed=2026-08-06T18:37:11.013879Z digest=sha256:ac894bdb9a9670bc47e678dab2ef495df1ca827cdc9fc89d15e7b70f0bbfb329

Observation ab3a882d-d949-4e62-9324-3fe4f90f2fbc · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 97

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Observation 774cdf4f-dfa5-4655-a5d1-83dbc38ba6a8 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 98

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source=pdf_text observed=2026-08-06T18:37:11.018908Z digest=sha256:6a98cb320b270a472e81b6e2ff56cac007fa061a5797e99b1dc4b9a78ac0d9a6

Observation 3d47a9b3-2605-42a0-87f8-5033ccae507f · outbound

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When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 99

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source=pdf_text observed=2026-08-06T18:37:11.006445Z digest=sha256:2cb5b8bce73cd6edbfb326620cc3e07dc684fb9826f2ce9955c94a9a6d0c9b3b

Observation 6baa0fbf-164a-4b24-9c28-a4c30da7d3e9 · outbound

This paper cites an unresolved cited work.

When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance Unresolved cited work

Reference 100

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source=pdf_text observed=2026-08-06T18:37:11.008952Z digest=sha256:720fcb1bbecfceb30f860a96ccb980f74a9ec0df97e2145b09a8922b96c4827e

Pith citing papers

Observation f0be8c5d-d0b5-44d5-9ca1-75b6b39a2a76 · inbound

Inteligencia Artificial jur\'idica y el desaf\'io de la veracidad: an\'alisis de alucinaciones, optimizaci\'on de RAG y principios para una integraci\'on responsable cites this paper.

Inteligencia Artificial jur\'idica y el desaf\'io de la veracidad: an\'alisis de alucinaciones, optimizaci\'on de RAG y principios para una integraci\'on responsable When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

Reference 17

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source=pdf_text observed=2026-08-04T19:07:39.671061Z digest=sha256:2a97432b0c2d316570e8d44406b66cfacacd86fe2e015204fbdbbd299a0f7964

Observation 35e7fb6b-e8d6-4a9b-9b5a-3f67a320f0a7 · inbound

LAMUS: A Large-Scale Corpus for Legal Argument Mining from U.S. Caselaw using LLMs cites this paper.

LAMUS: A Large-Scale Corpus for Legal Argument Mining from U.S. Caselaw using LLMs When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

Reference 34

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source=pdf_text observed=2026-08-02T18:37:28.231977Z digest=sha256:8c0c053e416269780a41a08562f57ddb7f2818067034884ebc68f18631dd4e71

Observation 78324a7d-f1c8-4f02-baf8-75df5995d0fb · inbound

LegalCheck: Retrieval- and Context-Augmented Generation for Drafting Municipal Legal Advice Letters cites this paper.

LegalCheck: Retrieval- and Context-Augmented Generation for Drafting Municipal Legal Advice Letters When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

Reference 28

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arxiv_id, observed 2026-05-13T05:07:16.998249Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T05:04:05.567756Z digest=sha256:b4148258d50cf71740f28c20a6ca5ab98955ba79ccfd730bddca607d7c17e10a

Observation c1a5cbb3-32d9-491a-89dd-b672cbcd6498 · inbound

LegalCheck: Retrieval- and Context-Augmented Generation for Drafting Municipal Legal Advice Letters cites this paper.

LegalCheck: Retrieval- and Context-Augmented Generation for Drafting Municipal Legal Advice Letters When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

Reference 28

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arxiv_id, observed 2026-05-20T22:03:47.017978Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T22:01:57.997948Z digest=sha256:8b3a0ae64a04c1a6ae1bcf83895e62ac759832cbd5d960eedf37fc7d7677ea51

Observation 6acee1a4-0a41-4a6f-a531-4cf23fba036f · inbound

Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling cites this paper.

Fixing FOLIO and MALLS: Verified Annotations and an LLM-assisted Framework to Focus Human Relabeling When Large Language Models Meet Law: Dual-Lens Taxonomy, Technical Advances, and Ethical Governance

Reference 54

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arxiv_id, observed 2026-06-28T14:32:17.735760Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T14:29:43.379840Z digest=sha256:5b3f3bdc34930d5bae11b943891cd713db91c0b43dd558488981da62a3f84679