Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T12:37:38.592114Z
Paper Citation Record · LEDGER
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics
As of 16 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:1908.06941.
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 2026-08-16T06:30:59.297886+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
25 of 25 outbound references displayed
- verified exact3
- verified fuzzy1
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a4e5be84-33bd-4095-a662-08df2c6434e1 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.960843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 24d7cb06-d56b-4bac-85b4-94ec58659840 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.950437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6a46d7cb-d41a-4b3d-9097-f2429ad16d6c · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.509441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec043098-0362-453e-bfd7-af9293bfe508 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.930859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6c071b03-a4b0-44de-9764-35ad13c0531d · outbound
This paper cites What you can cram into a single vector: Probing sentence embeddings for linguistic properties.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics What you can cram into a single vector: Probing sentence embeddings for linguistic properties
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.517629Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 581f1432-a46e-4d2d-b0f5-fff64fbb469b · outbound
This paper cites Curran and Marc Moens.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Curran and Marc Moens
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:37:38.918854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e75f292-40ac-4658-b137-c1318adbcac7 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.905993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2ea4018c-f0f3-4cb7-a521-e52d7f82de7d · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.894593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e3bd4a70-d2f7-4eb6-83ed-aac812da9390 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.884703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1704b4e5-e3ce-4d44-8783-ddaf947ddceb · outbound
This paper cites Bidirectional LSTM-CRF Models for Sequence Tagging.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Bidirectional LSTM-CRF Models for Sequence Tagging
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.536801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2e3203f-541a-4a29-b986-9e129a6dcd81 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.540845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4fd9ba3-394c-4913-b98f-e85fdb54ba7c · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 12
- Resolution
- verified exact
- doi, observed 2026-08-14T12:37:38.645559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6db1f208-28b9-4edd-9b69-b456da03c7e2 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.867203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 28d0c866-2a6f-4325-bfa5-f1d1b177ff7a · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.855423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0b38dc0f-1df4-42b6-b28f-1554f0147c73 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.843470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a54a731e-9b12-443f-8f2c-1931f0fa0239 · outbound
This paper cites Marcus, Mary Ann Marcinkiewicz, and Beatrice Santorini.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Marcus, Mary Ann Marcinkiewicz, and Beatrice Santorini
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.558267Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6967aee1-0e5b-4540-9b3f-9df4c3d94800 · outbound
This paper cites Efficient Estimation of Word Representations in Vector Space.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Efficient Estimation of Word Representations in Vector Space
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.562015Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95e36d84-6d72-44fc-ac77-926cd4b63910 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-14T12:37:38.634720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 38930db1-cfaa-446b-84fc-31c779cae2d0 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.831534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9ac29a0-9fd9-4be3-b2c1-b1da87e5bb11 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 20
- Resolution
- verified exact
- doi, observed 2026-08-14T12:37:38.623445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9dc6e713-2a6a-4f04-a5d3-798474944757 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.818981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c80c4c0b-00de-4169-a42a-14567043d9b2 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.806406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9b0b0209-208f-4d80-b2ce-c88154cd262c · outbound
This paper cites Swivel: Improving Embeddings by Noticing What's Missing.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Swivel: Improving Embeddings by Noticing What's Missing
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:37:38.586021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86657eef-7d2c-4d85-a1be-411e2f678188 · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.793557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 072aa63e-dbaf-4af9-b0dd-0a8e34f9ec4e · outbound
This paper cites an unresolved cited work.
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:37:38.780580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.