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Paper Citation Record · LEDGER

How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1702.02170.

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

pith.paper-citation-record.v1
1702.02170 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:52:02.959834Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:16:30.548575Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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

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

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.

source=pdf_text observed=2026-08-06T21:52:02.959834Z digest=sha256:aa793671c2c893c39c82f82801ec9b34bcb36f223730ff89ef9d23de2591f00e

Observation 591c346c-b4c0-44e9-b7a5-4d07cdf6e00e · inbound

A New Pair of GloVes cites this paper.

A New Pair of GloVes How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:42:53.047417Z

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.

source=arxiv_source observed=2026-08-06T14:42:52.919945Z digest=sha256:f12ac2da7239ae581eaf22218eada144523c499ab55ec8098b181404ebbeec11