Paper Citation Record · LEDGER

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams

As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2506.23192.

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

pith.paper-citation-record.v1
2506.23192 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:52:06.981039Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

46 of 46 outbound references displayed

verified exact2
verified fuzzy1
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f09d59e2-8e0b-45e6-84f7-91e052c486ef · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:15.964149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5fda1d31-6476-458a-8b65-45a5b77200bb · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:14.528847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 949f38c7-4867-4c51-85f8-ad85bf13494e · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:14.030622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 22c1a423-b82a-4c4b-a3aa-e9a6dfc2cff5 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.807865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8885d592-4380-4428-b788-12103acac9ea · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.649992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d98b708-7dd1-4279-9f0b-1e5c6f912f1a · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.500382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40b0eb37-14fd-4137-8c63-00272245c6f9 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.396816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9539eb77-903c-4bc7-a450-ce9f0b8a9c80 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.287913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cbfb2c55-b1e3-428c-8b23-c10195a06868 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.150995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 060d62d9-34a7-458b-9389-4395b30e30ee · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:13.028521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 223a37e8-8d38-4b9c-8685-bd563e156224 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.902027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b7e30363-f0ac-40a4-8782-6f79895c6594 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.792852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 74b7a62e-d41a-427b-a274-c23040db9213 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.674592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 143c8811-dd6c-461c-a62b-d0949e2761aa · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.517251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0af7c83b-cf86-4d41-9455-5d7a10f406f8 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.380746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0768fd0-1a46-4942-bd2b-b8452ee82547 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.310331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5177c40e-7c0e-4291-b2f6-67cf011bcea3 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.214919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a48042f8-e758-4889-86c5-f578de36250a · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:12.115987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d545c7eb-113d-4eec-9558-961add0c3dc8 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:02.773060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62203cce-09c1-4970-ab89-bb9a66b1f92e · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.904411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 30145d6a-dfb0-4081-84b2-9b6460f18991 · outbound

This paper cites How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:02.959834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e01b07c2-476c-49ee-a896-7553c9fdd061 · outbound

This paper cites Incremental Skip-gram Model with Negative Sampling.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Incremental Skip-gram Model with Negative Sampling

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:52:08.429537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bb3f47e3-9de3-41ab-b78c-0e8c1a6ccacb · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.772462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0f916bfc-e552-4476-9876-f9653db53ea6 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.653795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea893f42-1225-4518-a2de-8ede7400dbbc · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.536945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b5822376-8e20-4649-b2d3-78135705f9b3 · outbound

This paper cites Streaming Word Embeddings with the Space-Saving Algorithm.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Streaming Word Embeddings with the Space-Saving Algorithm

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:52:07.233809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7b2c4d4e-6db8-4a9d-9833-fe480aee682f · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.420397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf37ac84-ab5a-4c45-b2ab-a709a169b67a · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:05.303672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 011a07b1-380f-4f66-90b6-2dd342806092 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.325365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9f4c2ca4-355e-438f-841e-3310cb40e912 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.193255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1ffc5ea0-a398-4546-a9a3-33a1cfc1fec6 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.068019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44aaf0fe-9fd0-4045-8e2c-bd6884745a7a · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:10.869697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4c0aa9a1-204e-4679-a2d4-dceaa9039300 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:05.790018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48b9299c-2516-493b-bb2a-88a662523309 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:10.689898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4ff05067-dd62-456b-bc7d-4b127baac414 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:10.510064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 66b91723-6a97-4a19-8e03-547e6737d4b2 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:06.053451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 733f433a-fb2c-4843-9c3b-35f02a0d5d39 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:10.343470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ab09f2d6-b6bc-4bba-8d55-275548409b8b · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:10.190022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 592357cb-0006-4a4f-94e3-08a34e1fffd5 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:09.858009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7da00804-3346-4359-a235-6a4c22c5055e · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:09.707530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e3ac603c-f1e2-46ee-aaa8-ca5f042ceaa3 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:09.577904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f449e917-5061-4b97-b3ec-9ddecec42df0 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:06.766894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165bca82-43aa-4e19-bb6b-a4ac64915f36 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:09.396679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0c016618-1471-429e-b5be-b359772bb9e3 · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:09.150695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 39dbcc37-6039-48ad-8623-78eb1b5347f3 · outbound

This paper cites In Proceedings of the 20th international conference on World wide web.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams In Proceedings of the 20th international conference on World wide web

Reference 2011

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:52:09.979096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a2f109d9-3e42-4bbc-a8d8-9488836a752d · outbound

This paper cites an unresolved cited work.

RiverText: A Python Library for Training and Evaluating Incremental Word Embeddings from Text Data Streams Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:52:11.997979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.