Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:22:16.231905Z
Paper Citation Record · LEDGER
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics
As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2509.05617.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:10.790076Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T19:41:14.504933Z
Reference resolution
32 of 32 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6a75986d-18d6-41d6-902b-5848db91beba · outbound
This paper cites The model architecture consisted of the standard BERT encoder followed by a fully connected regression head with six output nodes, one for each emotion.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics The model architecture consisted of the standard BERT encoder followed by a fully connected regression head with six output nodes, one for each emotion
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:17.855923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ff059f6c-622a-4491-bc60-2a91bdb10826 · outbound
This paper cites For zero -shot evaluation, each model was prompted using carefully crafted instructions to predict the emotional intensity scores directly from the raw lyrics.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics For zero -shot evaluation, each model was prompted using carefully crafted instructions to predict the emotional intensity scores directly from the raw lyrics
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:17.817911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50a819b5-3052-4f4a-87bb-f10954e1b180 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.716475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7aecb091-3f2d-4795-88fc-7c0e501a219e · outbound
This paper cites Building high-quality emotion datasets requires reconciling subjective differences in annotator judgments.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Building high-quality emotion datasets requires reconciling subjective differences in annotator judgments
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:17.897211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c40c9ef-9d30-4cce-a86c-c0c5206b2cbe · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.782398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 692eb2d5-6825-48a6-b79b-70eb1cdab24f · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.748492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee9f1aa8-e333-42ac-a7f3-21435fdcd5cd · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.687123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cae5c84f-e238-4418-bed3-a80bcf314410 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.644419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 69410634-d4db-4ecc-81f3-e8ecacfad27d · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.594973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eff856c2-936e-4e91-a322-79168e75cbff · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.502129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 79c1aeee-5f62-4044-b45e-1fc7527b760f · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.458909Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation deb8e5c0-cc95-410f-a7f7-1321adf5ed47 · outbound
This paper cites -W., Lee, K., & Toutanova, K.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics -W., Lee, K., & Toutanova, K
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:17.414116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bb26db9d-7fb3-4243-8e3d-ceca0feac5b4 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.333591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9138ed03-ec9d-4f9c-9b29-efc2ad04b727 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.304919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e06f2e4f-69a5-4920-9df3-f1ca47cafa56 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.278359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2070385c-a2d6-4598-8f1e-b86b73198b04 · outbound
This paper cites Z., Khalid, H.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Z., Khalid, H
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:17.244754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 48f82a60-21f7-4cd8-b215-4272db20b6ec · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.202529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47c0e928-b640-4a2c-b39c-bce30fd9cff8 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.168271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 75f22ceb-ecf6-4781-8d47-94e10fe0c316 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.083153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ae62d7f-012e-4a1f-aa68-7b180c07c9a5 · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:22:16.026319Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 513983c7-c55f-47fe-b821-5e5e1a92dcaf · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:17.034820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b93f235d-c7fd-46ab-9e67-e4593da90eca · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.890202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 69c9bb8a-f5da-4c14-9f71-baeff469002e · outbound
This paper cites M., Bravo -Marquez, F., Salameh, M., & Kiritchenko, S.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics M., Bravo -Marquez, F., Salameh, M., & Kiritchenko, S
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:16.831822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation de6ad98e-3eae-4983-8063-a60551088d10 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.777231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23c9cd50-7d50-4e4c-9b8a-d5bb4ddbaced · outbound
This paper cites & Liu, P.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics & Liu, P
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:16.738878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70f2e07d-6161-4df0-986c-ee9e9800ddc4 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.681873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e33ddc4a-3d65-4991-bc3d-1a99ff73f22d · outbound
This paper cites S., & Mahalakshmi, G.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics S., & Mahalakshmi, G
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:16.648414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b0c257a9-8624-491d-9a63-d89c39a71d90 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.608666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c43ce7d9-a618-43ce-bb05-6630016316df · outbound
This paper cites N., & Gratch, J.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics N., & Gratch, J
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T05:22:16.541226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c2114d3f-8d89-4557-aa90-4422032bdb35 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.491022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 20623418-8a63-46a4-adfc-d9e8e818e3c4 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.439652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f25e0902-5d5f-479f-ac3b-211ce2a57525 · outbound
This paper cites an unresolved cited work.
From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T05:22:16.379199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
Observation 9e3b532e-6d0e-46f4-adeb-c9a205eecd08 · inbound
Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies cites this paper.
Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies From Joy to Fear: A Benchmark of Emotion Estimation in Pop Song Lyrics
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T19:41:14.517861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.