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Paper Citation Record · LEDGER

Unsupervised Topic Segmentation of Meetings with BERT Embeddings

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2106.12978.

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

pith.paper-citation-record.v1
2106.12978 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:09:34.577048Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-05T18:41:19.720648Z

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 cefbe3bc-220b-4ee6-b285-6b9836a11600 · inbound

Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation cites this paper.

Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:34.577048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:09:34.577048Z digest=sha256:f0e6a1f3249bc956297d85123af4186e003b63f31fcd0046c64c7c85179cfa02

Observation 3de14e9b-3e7a-4019-b5d9-9aa5fbcb355b · inbound

Semantic Source Code Segmentation using Small and Large Language Models cites this paper.

Semantic Source Code Segmentation using Small and Large Language Models Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:14:06.349554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:14:06.349554Z digest=sha256:2749ff7c0517d1c4d5b4d8a79437e37b251974f526bd72fcd4a5038926fcaa96

Observation 35e2893d-1400-40b8-885c-9d561f1eb3b0 · inbound

Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation cites this paper.

Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T06:11:20.148583Z

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.

source=pdf_text observed=2026-05-10T06:09:23.291739Z digest=sha256:f79a9a7e25fea55adf0ea03564ad86fac61a813734fe869071b7930eaab76998

Observation c905a0cc-be6d-4b99-aee1-8cbeb845149e · inbound

Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation cites this paper.

Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 8

Resolution
metadata mismatch
local_arxiv, observed 2026-07-05T18:41:19.722244Z

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.

source=pdf_text observed=2026-07-05T18:39:21.628678Z digest=sha256:533845df3d55ce91d1d4daf70c855e4ca07384e42b3c6091f08dd220a8966b40

Observation a788e8ad-572b-4005-bdbd-4cc41d022880 · inbound

Restructure This: Using AI to Restructure Onboarding Documents to Reduce Cognitive Overload cites this paper.

Restructure This: Using AI to Restructure Onboarding Documents to Reduce Cognitive Overload Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 92

Resolution
verified exact
arxiv_id, observed 2026-05-20T08:38:10.316261Z

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.

source=arxiv_source observed=2026-05-20T08:37:41.455802Z digest=sha256:ed8ecfc693f0c8fc8ebd57671fd9c2aa3b2d83e1af6e43c7c030ca74c78164d5

Observation 60da5e52-f88b-4edc-ab75-e34f75087984 · inbound

CobSeg: Coherence Boundary Modeling for Dialogue Topic Segmentation cites this paper.

CobSeg: Coherence Boundary Modeling for Dialogue Topic Segmentation Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-29T00:12:50.511122Z

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.

source=arxiv_source observed=2026-06-28T23:14:01.641214Z digest=sha256:4b561e8ce10290b0d9a73b3052fc7897da85a77a4042cc82fb170de6ab5cffc5

Observation 3edb12ab-a4ea-4095-bc89-2211b90cc262 · inbound

Metaphor Tracer: A Theory-Informed Analysis of Hidden States cites this paper.

Metaphor Tracer: A Theory-Informed Analysis of Hidden States Unsupervised Topic Segmentation of Meetings with BERT Embeddings

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-07-31T07:30:05.517071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T07:30:05.517071Z digest=sha256:252e8849e55f0d2b0a1fbe8d28762b6aa0d11c8b1e11490fee02825ef496e751