Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T13:26:50.577209Z
Paper Citation Record · LEDGER
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions
As of 18 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2605.24452.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
23 of 23 outbound references displayed
- verified exact3
- verified fuzzy19
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e79c91f2-7468-4a56-98f8-5058bd4dad73 · outbound
This paper cites LEMUR: A corpus for robust fine-tuning of multilingual law embedding models for retrieval.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions LEMUR: A corpus for robust fine-tuning of multilingual law embedding models for retrieval
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T13:34:40.628208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 828c94ee-c59c-450c-9799-525970ce8f76 · outbound
This paper cites PILOT: Legal Case Outcome Prediction with Case Law.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions PILOT: Legal Case Outcome Prediction with Case Law
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T13:34:40.622741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dec637f4-5323-4659-84a2-f612513488de · outbound
This paper cites LEGAL-BERT: The muppets straight out of law school.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions LEGAL-BERT: The muppets straight out of law school
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.828306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f597fc2-97c2-4a49-b72e-ef329dc4daa2 · outbound
This paper cites LexGLUE: A benchmark dataset for legal language understanding in English.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions LexGLUE: A benchmark dataset for legal language understanding in English
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.818245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 657e58cd-91a7-4f08-b24c-92f485c1801b · outbound
This paper cites FairLex: A multilingual benchmark for evaluating fairness in legal text processing.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions FairLex: A multilingual benchmark for evaluating fairness in legal text processing
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.820267Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation af43c55b-103d-4283-9375-a20ba36d3de3 · outbound
This paper cites LeXFiles and LegalLAMA: Facilitating English multinational legal language model development.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions LeXFiles and LegalLAMA: Facilitating English multinational legal language model development
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.824771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 01fea68a-25bf-419d-b2f3-9f5293efd766 · outbound
This paper cites SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T13:34:40.625490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3c60c39d-a366-4dd4-80c2-5dcbb2a3305f · outbound
This paper cites Unsupervised cross-lingual representation learning at scale.Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 8440–8451, 2020.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Unsupervised cross-lingual representation learning at scale.Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 8440–8451, 2020
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.826567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9392e149-ae59-4b11-a3fe-1576062901b1 · outbound
This paper cites Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisen- stein, and William W.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisen- stein, and William W
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.830043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a3c39e8b-5a00-4361-875e-129629ceaff6 · outbound
This paper cites Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, et al
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.824384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a61ffe23-f99a-45da-87a4-8a928c51abca · outbound
This paper cites Similarity of neural network representations revisited.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Similarity of neural network representations revisited
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.832058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a18d6738-6a7a-4069-bd34-570f76e176de · outbound
This paper cites Mind the gap: Assessing temporal generalization in neural language models.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Mind the gap: Assessing temporal generalization in neural language models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.807839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a7f98aa-c536-4a9e-acd4-1c9befc8af23 · outbound
This paper cites Decoupled weight decay regularization.Proceedings of the International Conference on Learning Representations, 2019.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Decoupled weight decay regularization.Proceedings of the International Conference on Learning Representations, 2019
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.810080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3dd6eee-29fa-43f4-a541-c1c5dadc23a2 · outbound
This paper cites Time waits for no one! analysis and challenges of temporal misalignment.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Time waits for no one! analysis and challenges of temporal misalignment
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.812277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 11775f7b-fa09-4df8-ae9f-18363ead3d5b · outbound
This paper cites Swiss-judgment-prediction: A multi- lingual legal judgment prediction benchmark.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Swiss-judgment-prediction: A multi- lingual legal judgment prediction benchmark
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.814278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e8be8fdc-7f2f-41a6-9112-86b1081d63c0 · outbound
This paper cites An empirical study on cross-x transfer for legal judgment prediction.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions An empirical study on cross-x transfer for legal judgment prediction
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.816186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 38e5d513-4917-47ce-8e1b-7c1ea2e06f6b · outbound
This paper cites LEXTREME: A multi-lingual and multi-task benchmark for the legal domain.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions LEXTREME: A multi-lingual and multi-task benchmark for the legal domain
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.800730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f95a3fe2-920e-45c0-8bbc-d9ee88ff2106 · outbound
This paper cites an unresolved cited work.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-07-09T01:55:51.791759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c56d3956-cbea-40a8-862d-8006929d1b53 · outbound
This paper cites Temporal dynamics of a legal citation network at national scale.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Temporal dynamics of a legal citation network at national scale
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.802899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5e4c9846-d105-4693-8f2b-4c93e6a75742 · outbound
This paper cites Temporal decay of co-citation predictability: A 20-year statute re- trieval benchmark from 396M Ukrainian court citations.arXiv preprint, 2025.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Temporal decay of co-citation predictability: A 20-year statute re- trieval benchmark from 396M Ukrainian court citations.arXiv preprint, 2025
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.809195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dc3312b9-951e-4841-8709-1fad4d8f32e9 · outbound
This paper cites Tokenizer fertility and zero-shot performance of foundation models on Ukrainian legal text: A comparative study.arXiv preprint, 2025.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Tokenizer fertility and zero-shot performance of foundation models on Ukrainian legal text: A comparative study.arXiv preprint, 2025
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.806945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3c516bf0-a1db-40d7-9b8b-0881bd202929 · outbound
This paper cites Ho, and Joel Niklaus.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Ho, and Joel Niklaus
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.793860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a89b276d-f8a9-4456-ba89-4815691f6cbc · outbound
This paper cites Transformers: State-of-the-art natural language processing.
Temporal Concept Drift in Legal Judgment Prediction: Neural Baselines Across Three Epochs of Ukrainian Court Decisions Transformers: State-of-the-art natural language processing
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-09T01:55:51.795726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.