Paper Citation Record · LEDGER

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data

As of 19 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.10121.

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

pith.paper-citation-record.v1
2412.10121 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:25:17.028863Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact9
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96aa6043-08d7-4bad-b155-d59874838334 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-11T16:25:17.586795Z

Source-reported events for the cited work

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Observation 79e73853-0148-4e66-9e3a-24a9db6e81ff · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 2

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Observation 8af16b1b-8901-4f51-aa22-eed85248455a · outbound

This paper cites SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Reference 3

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Source-reported events for the cited work

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Observation 29ee3e1c-873f-4081-9d80-e8510aca7a66 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-11T16:25:17.568027Z

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This paper cites NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Reference 5

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation 7d036505-da6a-4801-a73a-d3d73776420a · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89810edb-2ea8-414e-948f-bd2f7e512169 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 8

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Source-reported events for the cited work

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Observation 42bdf316-d03c-4fe7-8284-782438b8b088 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f177a96-d3fe-4d80-aa29-10cf0c5a55b9 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 10

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Source-reported events for the cited work

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Observation fee8ba22-e398-4da9-a108-d649f39f0985 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation 32919527-7075-4be1-9c99-c901ae2d604c · outbound

This paper cites A Survey on In-context Learning.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data A Survey on In-context Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T16:25:16.798670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1db7c9-310d-4b61-97ab-34571812b63f · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 13

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Observation 36c50419-f249-47ac-bcf0-571c1e8fb380 · outbound

This paper cites The CaLiGraph Ontology as a Challenge for OWL Reasoners.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data The CaLiGraph Ontology as a Challenge for OWL Reasoners

Reference 14

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Source-reported events for the cited work

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Observation bc2ff0d6-05d0-48c3-889c-d6f61e73f36c · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 15

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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 407ae812-5ec2-45d7-a499-351a18052f58 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 16

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Source-reported events for the cited work

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Observation 3f70ae09-eacd-4369-80f7-20372df2c55f · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 17

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Source-reported events for the cited work

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Observation 602c4a5f-651d-464b-8be0-525abadd8e59 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 18

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Observation 2c65372b-e53f-481a-bc1f-4e85a7a5bc3c · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Observation 5f2a946e-096d-48ec-8747-e362a89afaf3 · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 20

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Observation 04bd6310-0a13-410a-b8c8-7f03d63adabc · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Observation 7c323d1f-3942-47dc-a205-7268f6e1fb2e · outbound

This paper cites an unresolved cited work.

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

Reference 24

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Observation 28236681-2bf9-41c7-9590-594a1677bd35 · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Observation 0a7c8d00-c0e3-4573-9fce-277f020fa07a · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 32

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Observation c0b73b14-5727-4aed-93b5-7bd5c8ab36f5 · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Curating Grounded Synthetic Data with Global Perspectives for Equitable AI

Reference 35

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Observation 555316ea-4c67-4c83-a0da-f1c007bdbad4 · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Observation f81411df-459d-41f9-89f2-1688f501e777 · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction

Reference 37

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Observation ca9506a7-feaa-43b5-9a54-87974a8ecfa2 · outbound

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Unresolved cited work

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data Weinberger, and Yoav Artzi

Reference 47

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Observation f5e57064-b277-4bd3-ad29-380db0f918f7 · outbound

This paper cites an unresolved cited work.

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Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data write newline

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Pith citing papers

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