Paper Citation Record · LEDGER

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2506.06169.

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

pith.paper-citation-record.v1
2506.06169 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:04:31.725183Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf6b6a91-fb83-4d12-aa69-bc9a040d642a · outbound

This paper cites Optuna: A Next-generation Hyperparameter Optimization Framework.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Optuna: A Next-generation Hyperparameter Optimization Framework

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:28.352379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fce9fa3-5959-4154-b9a0-47ac9fa96156 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:33.679086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1bc1f03a-f180-4cf8-998e-a3bcc36ee660 · outbound

This paper cites Binder, Lisa L.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Binder, Lisa L

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:28.622146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc164dac-1df1-4fe3-84e7-44a026d32621 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:33.531568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8e7244b-fc70-427d-8cc8-ab5551cd11a1 · outbound

This paper cites Buchanan, K.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Buchanan, K

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T06:04:32.024957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78486148-2db4-4798-9e8f-17c9f5d3fade · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:29.066953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11079b84-02be-4c07-bd36-576f20bc1f20 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:29.235242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9428314d-4658-411d-bbcc-f7518fb132ec · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:33.392988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60d78d73-aaa2-4cfd-93ef-d655443c5908 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:33.225325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d3a3ab2-54eb-46f3-863d-52d3dbfe2b15 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:29.682634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ce8376-92fe-4390-88f6-9edaab69d045 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:33.057770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38bcc0d6-4940-401c-b6d7-70597d01ad9e · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:29.947086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f79446-1d74-4b8e-8a51-dd97e5913762 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:32.925538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 402462a5-7ed2-46ed-ba09-8f7dd6e848e0 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:30.250205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a629dbc-25d1-42b1-bc71-7f8b5c49d2f3 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:30.381914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e61877de-5e72-4c15-88f7-4f7866e0d7f6 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:32.813674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5cb71b66-ca88-4466-a7a0-1893cf30134f · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:32.685344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ea5dba6e-a5cb-432b-b86c-bbf250448b81 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Efficient Estimation of Word Representations in Vector Space

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:30.996973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 730345bc-c16f-44b7-bddc-e8e4cce90e5d · outbound

This paper cites minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:31.124064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddbcb201-8387-4a43-b487-8d4f839046f2 · outbound

This paper cites A systematic framework for generating novel experimental hypotheses from language models.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces A systematic framework for generating novel experimental hypotheses from language models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:31.211842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a87b1f42-7521-4785-99ac-60ecf39fc653 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:32.535413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd897cd4-6c38-4ded-a814-4f4fcd6e7c17 · outbound

This paper cites an unresolved cited work.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T06:04:32.366989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ee7d04b-367c-465b-bfba-bca81311cd89 · outbound

This paper cites Both Direct and Indirect Evidence Contribute to Dative Alternation Preferences in Language Models.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces Both Direct and Indirect Evidence Contribute to Dative Alternation Preferences in Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:31.523309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93438d0d-e9a9-4433-a368-491be46ae30d · outbound

This paper cites URL: " 'urlintro :=.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces URL: " 'urlintro :=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:31.614520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb309d42-60ca-489e-b332-22a94f6f2165 · outbound

This paper cites write newline.

semantic-features: A User-Friendly Tool for Studying Contextual Word Embeddings in Interpretable Semantic Spaces write newline

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:31.725183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.