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Paper Citation Record · LEDGER

Natural Language Processing in the Legal Domain

As of 17 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 9 inbound Pith citation observations for arXiv:2302.12039.

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

pith.paper-citation-record.v1
2302.12039 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T09:30:10.020006Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:58:21.315762Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:56:09.223738Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact13
  • verified fuzzy26
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47b23a7e-55d7-4743-b687-e5717f7e13e4 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.040996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:716c9abdc9330089c391c504630bac17baaf4480d3e1ef17679cef777a403c67

Observation a6a28c4f-c5ff-46a9-931e-c8bd0fd92772 · outbound

This paper cites & Katz, D.

Natural Language Processing in the Legal Domain & Katz, D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.227142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:66a0b6c3f842205e2c7c289f3f31e90cec04977e7e9dc9332aa8733d16da1211

Observation f3730d9c-1436-4d7e-b5dd-bfabb4213c60 · outbound

This paper cites & Bommarito, M.

Natural Language Processing in the Legal Domain & Bommarito, M

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.224175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:285c458a4b5202218b236061b50d3e0885f97fda847c1267a19cd01f33243b85

Observation ff5db507-3589-482d-91d3-4f1e34157958 · outbound

This paper cites & Katz, D.

Natural Language Processing in the Legal Domain & Katz, D

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.221094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:4d33292de5bb8db590790350d9941b4ee4b5bbf5851af1b8bf4fb11412a10e30

Observation fd96bdef-3eb8-485b-a74f-2ae3277097ca · outbound

This paper cites M., Coupette, C., Beckedorf, J.

Natural Language Processing in the Legal Domain M., Coupette, C., Beckedorf, J

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.217830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:e78c8f205937e370b59d42fef5b6ec1b1570ddf6062d26ad533c9357046b3cd3

Observation 32c11103-21fb-4e35-9866-914dc19f3b45 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.214753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:c397925dea075af27dfbe1ee56d0e06854413026f2f01ec0760ccc1e202219ab

Observation f3b29893-918d-4f4c-a4ff-7c25eadb76ba · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.212078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:7d02767a61d9c4cc9853c9d9149fbb9cd7fd36c560125fcb3b059c2abae70961

Observation 9456f793-ca6b-44f0-8f69-6f76efb2e08f · outbound

This paper cites GPT Takes the Bar Exam.

Natural Language Processing in the Legal Domain GPT Takes the Bar Exam

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.054151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:aff9b517441c16af0d9eb76f3294eddb76f7da2bc0446d7dad8b916122916327

Observation 9f8916ca-0a2f-49e9-a12c-3e73fbaea0a6 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.208985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:383892b956cb8cc17f727245f64dd3583f08897b7baf3167137bfa30ed2068ba

Observation 2c279d52-d9f7-4356-9e05-52d3423284cd · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.206331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:e0161329dad9379580e4a0b8a67888be8bb78a54f65011ae3df4911ffcc810ed

Observation d15c7007-22b7-46d3-a7e7-f6b289164a9a · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.203446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:68ea4503c95968aecbc550e8036a2cd10ef66cefb856966fc9b12a1254e4196a

Observation 947e4fad-9216-4c2d-bac7-f573be65462d · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.200143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:6c7de2c0c978d9aca9b1a4b227124bbe5a039224eb96b6eb5b7a1d8a2b2af3a5

Observation 5c90851c-d0f9-4f44-8b30-5bb9faec1c2b · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.196995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:8beff624935606e7a00251b62a9ff8471fc30cb255e00f42c9370fea0556f2fb

Observation b6324762-404b-4f14-819d-8c54954c3dc1 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.193809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:1dfcc2b755255c3132657c9b554da332e54a3efb9ba9094cbb5d2fdc95d81433

Observation 9549b05e-202b-461e-9a64-5c96ba74d0dc · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.190949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:483d3aa4fe4d27897116f63a31d6a8efff30e85ba18ed15d16bece0d157d77aa

Observation 05ae8acc-5bf8-4437-8293-6e2e8be1419f · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.188239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:8b25190f19452c0bbe4fae8c3d18ba4e5755fabdccaf8f6e85cf197e2833e8ee

Observation 440cdd1d-41a9-40fc-a641-098b74853971 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.185310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:afa711f729759447126a6f7270ba76c13210a3a8608c3f6220fc5ff95b995d09

Observation 344359b1-41bc-49ee-933b-65e1b5e24150 · outbound

This paper cites Natural language processing for lawyers and judges.

Natural Language Processing in the Legal Domain Natural language processing for lawyers and judges

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.182756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:d222f0d08cc51b06d0921c6a296978e3eaea4d34aca7ae23e3c05b4c3f872c6d

Observation ada62945-af56-405e-80d1-24583bfd474f · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.179736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:06fb8f9ce6b3a2e0cb6f0e3b2b1e3c7a4e2d3f4be6a0e33d45f7bc6ed75d955a

Observation 9d768f42-f9ce-4344-ab66-6028be61639c · outbound

This paper cites Predicting consumer contracts.

Natural Language Processing in the Legal Domain Predicting consumer contracts

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.177044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:6eaa3316e66cd23cd4ce1d53c7e148670ea51c90c80145271552feb881594604

Observation dde4cf2e-8c29-4948-9d6e-5e3b8e99f3df · outbound

This paper cites J., Katz, D.

Natural Language Processing in the Legal Domain J., Katz, D

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.174223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:96b3c69d9a817d44b1c724554a2ae39a35771cf410b726b10bd317ea366a8675

Observation 29e04c4d-9d9d-438a-b7de-3b9916f7bb2b · outbound

This paper cites Law and word order: Nlp in legal tech.

Natural Language Processing in the Legal Domain Law and word order: Nlp in legal tech

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.171373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:f26595537233bb62e83cd815c0a4daf99191267f672d339bcbdea25d3dbf4c4a

Observation 89223692-4328-4d5d-85ea-0a5ff1e8757d · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.168352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:aa5c83c9a83a4a8ecaafbb9fbd44bde4ccc788da405d2d2b818195660fc94def

Observation 48466bbe-13a5-4930-9db2-2ace1f4ad214 · outbound

This paper cites E., Hinton, G.

Natural Language Processing in the Legal Domain E., Hinton, G

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.165088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:06764554dbd6d1776bdb8fcfa1a2bea02d6d92ecffc01f020a51f7f675752500

Observation 95a4065b-6038-47ac-942c-e5152bd50f61 · outbound

This paper cites & Hinton, G.

Natural Language Processing in the Legal Domain & Hinton, G

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.161336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:575799a677719a089c4fdc27d41659e995634cd719087b1508f069e5d6f2200b

Observation da2657b1-a8c8-4613-818a-85d320c826b6 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.158452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:23ec1f329ac96464b18b3a0d6739071d36bf05be8ad5aead2ead050d12948e64

Observation 2e4e3b50-f961-41ad-8019-35ae9a17e261 · outbound

This paper cites & Manning, C.

Natural Language Processing in the Legal Domain & Manning, C

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.155186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:2f2a2519bcd88d3b17449e0a76a48f0f1288803dc01fa69e413dece3095d52a7

Observation d9c8bcc0-9bbb-4be6-b4e4-665f3b744d00 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.152335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:dec3da177315049a78cba6bad0e9b377757869e5f484ce7648f5b342b027a240

Observation a3567cda-891e-4894-bbb5-8ed48f6d1f38 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.149296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:b2f87cbdad3dabdf18e3b816147da92afebdb48e2112adad7cbbbd74679bd6ec

Observation 3535b0c6-5bb1-4acb-b896-07a441c90fc7 · outbound

This paper cites & Metzler, D.

Natural Language Processing in the Legal Domain & Metzler, D

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.145884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:e07ae5a355ce59f4118c62f570795ffccf4c7d3d1fb87a80b7d9e685bd14372f

Observation 31fe0b59-2e7d-4e3b-8b59-544a76579b2a · outbound

This paper cites M., Gebru, T., McMillan-Major, A.

Natural Language Processing in the Legal Domain M., Gebru, T., McMillan-Major, A

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.142636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:3b9e24533a1a6ef548ee70efd4fc6e1a251d0cc3da206e99276221963b4bcaf8

Observation 5787065f-2721-49b6-89c0-ec499acaae81 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.139289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:3e6a88de7fd0bdec912240236808829b9e70f8946190a8d5f579764ed09237d3

Observation 0baf9272-51e4-4f3a-a41c-e0719b2087e2 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.135734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:b7e5735dba96fd736367339cab725d1cd2909cd200073bf42751e1f096a4b6f2

Observation 0aa5e97d-75fd-45d4-95c2-8cc25093477f · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.132358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:d1a74bf78510cafc05ec52cfde9723e880adb63101f8098a87276d6b94ecda9b

Observation 8029ed8a-cfee-47e9-a27c-6ca39c42cac7 · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Natural Language Processing in the Legal Domain BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-24T09:34:17.058899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:9e4ad13c4abc5fa5e65e878c329635e8d51cf27a9171faf897388b90b056c495

Observation 77d865ed-f152-4607-b1b6-2d91b6cc478b · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

Natural Language Processing in the Legal Domain LaMDA: Language Models for Dialog Applications

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-24T09:34:17.031529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:06d26942575a2c47ea138c3fe8c7019f825a9378d28b935a4e7310c142633503

Observation aed071ea-76a3-43f7-b264-997b3a49ad5f · outbound

This paper cites R., Henderson, P.

Natural Language Processing in the Legal Domain R., Henderson, P

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.129323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:b1501f3c05ac17e8ae296de62cb1e42cd49b19c22f0503cb51b8fc4b293757c9

Observation 2836c14e-fa0d-4131-968d-c182f13be874 · outbound

This paper cites & Androutsopoulos, I.

Natural Language Processing in the Legal Domain & Androutsopoulos, I

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.126303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:ae1ea70f620c9a4ff78968c251cc14958fdc101894f94f65f717813d8b784268

Observation eac44cda-cf11-4dd6-987d-bda8f6a5b210 · outbound

This paper cites Large Language Models as Corporate Lobbyists.

Natural Language Processing in the Legal Domain Large Language Models as Corporate Lobbyists

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.003457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:bc28ce690e12ebf3ccc7450bdbd57de814bbb21f7e1ae460ddf8ebba766f020d

Observation 6b698c10-162d-4de8-bfad-bdad39b4f6a9 · outbound

This paper cites GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities.

Natural Language Processing in the Legal Domain GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.044749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:585df6f069edc2290e6d65805e6d24b04f1b1bd7b638c9ff9f0fb8235efa0bbb

Observation 661f87ed-37c3-4cae-93ef-ab969b305f8c · outbound

This paper cites Large Language Models Can Self-Improve.

Natural Language Processing in the Legal Domain Large Language Models Can Self-Improve

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-24T09:34:16.998594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:19b1d102a36de844677f75e8e024401dff68832e3fd9fca53bcacc56158a8496

Observation 248e775b-59c9-409d-a81a-11c1ff2a1e96 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.123513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:9209d93cb7c3a4e75f6cdc6951bfe9e0e99a57979b8401136b058713088fbfb4

Observation 0ca333e4-9a1b-4911-ae94-b856837dc6a3 · outbound

This paper cites Large Language Models Are Human-Level Prompt Engineers.

Natural Language Processing in the Legal Domain Large Language Models Are Human-Level Prompt Engineers

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:43:26.534305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:515b4e3b870f53c5eb7c516f65b108d13271556f464f2da8cae2b0d992e86b7c

Observation d5b826dd-5e20-4c52-8241-48ed08987570 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.120544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:4109faf852ed0ff9bac0781b751fb3e0faea8242aba539ef2e190f06665c143a

Observation 43b36ec4-559f-4096-8128-0c1d0abc3dba · outbound

This paper cites M., Dolin, R.

Natural Language Processing in the Legal Domain M., Dolin, R

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.117055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:7a84013405946dfc1e8e19c9f2ab3913fca28d86e22a7f061128581cc35642ca

Observation f035412d-e0f5-47b7-a5a9-a6711dfbf171 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.113839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:745c4877b909256deb9c83b5733f54f1eb79ee68464a3da0a62797ce7f1289fd

Observation cfe503e9-ec10-4607-95a4-241c91f60251 · outbound

This paper cites & Moore, A.

Natural Language Processing in the Legal Domain & Moore, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.110734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:e1853a2c919727a751923414b935e54cd5ba493c4e45f92d316f5d4e3b3a29bc

Observation 3c6716a9-5403-4ab7-a997-b8be22089584 · outbound

This paper cites Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle.

Natural Language Processing in the Legal Domain Detecting Anomalous Invoice Line Items in the Legal Case Lifecycle

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.023639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:1f2c788b7119eea60ead77e05558abc078a91e680cb813545dc8e6adde2df4a3

Observation baca210e-d2f0-4e19-b96a-3b1c56c853f7 · outbound

This paper cites & Kanoulas, E.

Natural Language Processing in the Legal Domain & Kanoulas, E

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.107816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:05ef41d39f8c4e1887ea7e25c6e4217308fb1ba8a8903e2b6f68cf1a89eed5b7

Observation ce2e7152-d269-454a-b966-3560ddfaa7fa · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.104660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:407a19e8421ec552d7c8bf42a1f5dc6d9c25739e34365050ae5ba79ff924a540

Observation 6e289482-dca8-4921-b16d-6f3bfbc89327 · outbound

This paper cites Syntactic structures (De Gruyter Mouton, 1957).

Natural Language Processing in the Legal Domain Syntactic structures (De Gruyter Mouton, 1957)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.101337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:e4376080de8a3d94a74a47dccb845e78c766ae51e15933cdfdafa52768891244

Observation efec06be-3b1e-4c31-ba5a-8b1d2ea48084 · outbound

This paper cites C., Goldman, N.

Natural Language Processing in the Legal Domain C., Goldman, N

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.097711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:23e3cf2e7f2d90282f2c730c87a34c15ede006cf0f54b602736c85efdfafba93

Observation ce4543c6-9495-4ded-8ba2-ec0b471c62b7 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.094448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:72af5ee691db49f9e92898c472eabcd668667b6518ef0facbcf5e95772dc24ae

Observation 48257f07-a9ac-4731-9371-48f21253a69d · outbound

This paper cites The future of computing beyond moore’s law.

Natural Language Processing in the Legal Domain The future of computing beyond moore’s law

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.091133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:eccbe38a8072535c3cc80183885a1f2c83c5c69de2b5cc725654a15849194c91

Observation c970910c-045b-4dfb-944c-d03e18b6feff · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.087601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:719d20a0087d5a5ca1fcff45b49914730aa7ee507acd1dddffe01b6481d2ad33

Observation 3aca85fa-a87d-4a64-8a1e-9726929c076b · outbound

This paper cites & Shum, H.-Y.

Natural Language Processing in the Legal Domain & Shum, H.-Y

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.083614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:c823d3e254f7a4bbba756e5f59c98b8975abb45904bde79dfc577d5da2e34276

Observation f086c371-03bf-47d5-a747-61cd9025bce8 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.080436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:fd905b7d947cfabf6689aaa7913d0b8d5d6f85ee9cfa0a537411dac8870886a0

Observation 7a11b818-0f22-4c3d-aa19-b1614a0d6c2e · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.077243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:72c60887c18b07fe46c76dcee9a17c8e58fe993c46c623fdaf21e738788b494f

Observation 4624cc8b-e120-4675-a928-7bb01c2e5848 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.072612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:26ba270173001469b3168ea3739968a1f49ffcbaea6c0b346ff5c05e9175eff5

Observation 883dc764-d528-4fa9-9cf2-c869a1e69783 · outbound

This paper cites & Thain, D.

Natural Language Processing in the Legal Domain & Thain, D

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.069248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:68757eb146b8321503cdfcb1298e94e84a0b4922565140966cb208a7cb206b84

Observation 80a72585-109c-4ce4-b604-8e8ea33d88ab · outbound

This paper cites Power laws in citation distributions: evidence from scopus.

Natural Language Processing in the Legal Domain Power laws in citation distributions: evidence from scopus

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.059652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:41397316020910709976bb345c22e8c9fab723963eaa5188d521dd2bd4e684df

Observation 7bb753f8-0edd-4240-9668-3d7c5b40f6a7 · outbound

This paper cites & Nassiri, I.

Natural Language Processing in the Legal Domain & Nassiri, I

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.056324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:6a3dc7f4718d8e2c08e3a083f24f67f0c0234abe2685dab653fbee1d7122f8e4

Observation 350d0baa-abaf-4ca8-942c-03de6c58b28c · outbound

This paper cites & Mutz, R.

Natural Language Processing in the Legal Domain & Mutz, R

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T09:34:18.053106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:fb6ecbcc9620a66725d5582918446008d1ab8ab31f8c6a909e314f547c7d2b42

Observation ba989ca6-e50e-4a96-b782-de613534bf3b · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

Natural Language Processing in the Legal Domain SciBERT: A Pretrained Language Model for Scientific Text

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.037599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:af1784ac811ae083ea7d2d7f5c9e08ca1332e0e1ed4738a1655ad4569093f8fc

Observation b155ebd4-79cb-415e-8625-3a6a3e450260 · outbound

This paper cites Galactica: A Large Language Model for Science.

Natural Language Processing in the Legal Domain Galactica: A Large Language Model for Science

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-05-24T09:34:17.008884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:b82529222546199920022b614f57a10d7d9f125e575a643805382c30d6b8b189

Observation b98ed6da-d25e-4f15-933f-4d1ef47bb88c · outbound

This paper cites The Diminishing Returns of Masked Language Models to Science.

Natural Language Processing in the Legal Domain The Diminishing Returns of Masked Language Models to Science

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.019400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:7e75fecdb81531ae2bbecf8455cb31b4b56f7005ce2645884a995842c6649b6d

Observation 671e61e5-477d-4346-a2b9-3a16e5c932dc · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.050134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:6a695a1c1be3e3b8b8a715ec1b1aa62abcdd039f2af42f7e0a20837c5c348bab

Observation fc86436c-5597-4c04-a0b7-052e786e9788 · outbound

This paper cites Human-in-the-loop Machine Learning: A Macro-Micro Perspective.

Natural Language Processing in the Legal Domain Human-in-the-loop Machine Learning: A Macro-Micro Perspective

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.068101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:3ab09587699f3ab0042a77a50bff91ee6128f4f2ae74dd8c172c5875a157d9c0

Observation a4ffb65a-843f-46f9-9548-76adfa76aa84 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.046894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:2b6b161dab3af73fcb5a482a05099d389d7af0330dfcc702aba18766d4144a1a

Observation c0b71ea0-724c-46f6-b1ff-c6e37ae66af6 · outbound

This paper cites an unresolved cited work.

Natural Language Processing in the Legal Domain Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-24T09:34:18.043869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:137551d9d5bfadeeadc39ea1056b1f52b3f8592f50a84ff31a97cff60b04062d

Observation 4e7a957a-442c-4bbf-81af-47b1a6ab4787 · outbound

This paper cites Sharing and Caring: Creating a Culture of Constructive Criticism in Computational Legal Studies.

Natural Language Processing in the Legal Domain Sharing and Caring: Creating a Culture of Constructive Criticism in Computational Legal Studies

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-24T09:34:17.063767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-24T09:30:10.020006Z digest=sha256:ca3ea8aae85a63c52048e676ccf1d9f22a23ad38365088f37681cf37940c8c84

Pith citing papers

Observation 5acd36c1-c0a7-47d5-b01e-1edca7bc92b2 · inbound

CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions cites this paper.

CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions Natural Language Processing in the Legal Domain

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T23:05:07.306011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T23:05:07.306011Z digest=sha256:1f1655de4f3bd5d5d073c04253950bc315d7910f145e5d4a095a743646633286

Observation 38856f3d-ac63-4956-bf4f-970df686342e · inbound

LegalViz: Legal Text Visualization by Text To Diagram Generation cites this paper.

LegalViz: Legal Text Visualization by Text To Diagram Generation Natural Language Processing in the Legal Domain

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-08T16:38:28.156098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T16:38:28.156098Z digest=sha256:491d6bea7673b900409aedb51b86b55eb68cc8de5a202849a598a35e001edb91

Observation a3fb4bc8-3726-4815-984f-659f8a1eae08 · inbound

Machine Learning-Driven Convergence Analysis in Multijurisdictional Compliance Using BERT and K-Means Clustering cites this paper.

Machine Learning-Driven Convergence Analysis in Multijurisdictional Compliance Using BERT and K-Means Clustering Natural Language Processing in the Legal Domain

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-10T15:25:39.144699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:25:39.144699Z digest=sha256:21cbeb917f86971c554a448b76b3b1a1a66b60484b37d58822c51aee3bfdc868

Observation 60c0db37-0dc5-4490-a47e-f1763442edf6 · inbound

LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval cites this paper.

LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval Natural Language Processing in the Legal Domain

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T11:58:21.315762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:58:21.315762Z digest=sha256:05e46e628c105bb25bcdbcc6b85840c3aa47a7bd9c4ae043c40d60e0e725b291

Observation bccc453a-365b-4f20-8f1f-43951f5270b0 · inbound

Identifying Legal Holdings with LLMs: A Systematic Study of Performance, Scale, and Memorization cites this paper.

Identifying Legal Holdings with LLMs: A Systematic Study of Performance, Scale, and Memorization Natural Language Processing in the Legal Domain

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T01:03:46.951310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:03:46.951310Z digest=sha256:97762df618ca0499af3d51ab4e08f681795e0b7aca0b590552be98dd2c5f53a0

Observation 4f19d06d-2f04-498e-ba89-3b625b81eb4f · inbound

Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments cites this paper.

Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments Natural Language Processing in the Legal Domain

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T12:03:17.835231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:03:17.835231Z digest=sha256:88f2daf969b4062c920be519e1b3f66b7000a8df276671013d5e3e2de3c304da

Observation 7e91586b-1feb-4972-a08c-159cf8abe766 · inbound

LLMs for Legal Subsumption in German Employment Contracts cites this paper.

LLMs for Legal Subsumption in German Employment Contracts Natural Language Processing in the Legal Domain

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T20:48:48.451709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:48:48.451709Z digest=sha256:c344c08702cc3d10507f51146023bb9df7a88e393cdea4a4634575874c9009a3

Observation 02116dff-daf6-4556-88c2-ad3373a649b8 · inbound

Charting the Future of Scholarly Knowledge with AI: A Community Perspective cites this paper.

Charting the Future of Scholarly Knowledge with AI: A Community Perspective Natural Language Processing in the Legal Domain

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T15:32:34.113325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:32:34.113325Z digest=sha256:83e1cdbc796dde63ede968503b784e01cabfd2ccb55f33b467d2e2e52e578cd1

Observation bceca4bc-63e6-42a4-a98f-9695c7e52e48 · inbound

MAP-Law: Coverage-Driven Retrieval Control for Multi-Turn Legal Consultation cites this paper.

MAP-Law: Coverage-Driven Retrieval Control for Multi-Turn Legal Consultation Natural Language Processing in the Legal Domain

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:45:16.448025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-09T14:22:11.383735Z digest=sha256:e99f195f34d1758ca675a28da6793a4da5fbb1e638b0c6864998d3ff3355e233