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Paper Citation Record · LEDGER

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding

As of 2 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2604.19417.

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

pith.paper-citation-record.v1
2604.19417 v4

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T01:56:16.715841Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:17:56.981912Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

  • verified exact2
  • verified fuzzy16
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c531843-e450-411c-a35d-0acb0d7c1438 · outbound

This paper cites Emotions: from brain to robot.Trends in Cognitive Sciences, 8(12):554–561.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Emotions: from brain to robot.Trends in Cognitive Sciences, 8(12):554–561

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.356635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:f5ca32c46c4b4a69f8df495b9b2250457f0d72fe84051560f3a8ebb8ca84cf5a

Observation a9d23e1f-d47e-4f19-b907-c9baad174790 · outbound

This paper cites A survey of embodied ai: From simulators to research tasks.IEEE Transactions on Emerging Topics in Computational Intelligence, 6(2):230–244.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding A survey of embodied ai: From simulators to research tasks.IEEE Transactions on Emerging Topics in Computational Intelligence, 6(2):230–244

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.333778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:bee66950a48eff440c7d58e0c07814e6dfaf31c72a0a4281657cd90a43b65e79

Observation 3b16b5bd-4231-4f89-9125-10064556d403 · outbound

This paper cites A general psychoevolutionary theory of emotion.Emotion: Theory, research, and experience, 1.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding A general psychoevolutionary theory of emotion.Emotion: Theory, research, and experience, 1

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.365636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:f01ac0353a857fe0ef117d8f9e82446346ca354bc5c9fef3b13f2787e37f98dd

Observation dd0e4ddf-2e0f-4378-b195-a335ce30000d · outbound

This paper cites MIT press.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding MIT press

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.362096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:57e44b6319314659d2161c3d0d98b86c87aaf70691999aa77c71df184c128293

Observation 357c208a-64a6-4645-9342-70f0cc8eecd9 · outbound

This paper cites Merbench: A unified evaluation benchmark for multimodal emotion recognition.IEEE Transactions on Pattern Analysis and Machine Intelligence.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Merbench: A unified evaluation benchmark for multimodal emotion recognition.IEEE Transactions on Pattern Analysis and Machine Intelligence

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.343146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:c290bb4d83bae8598ef993ad9f0444ceb70a197a507f379204714ea367d9ae6d

Observation 9e13afa1-4e80-4f31-bcc0-562ded2b9893 · outbound

This paper cites Mer 2023: Multi-label learning, modal- ity robustness, and semi-supervised learning.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Mer 2023: Multi-label learning, modal- ity robustness, and semi-supervised learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.352373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:db93b0c7514485037bcb5c8f4f4485e2d219a003f9317c7be8af68f8b48c5dd1

Observation 2ee40d5b-464c-4e00-9bf2-dc2340543007 · outbound

This paper cites Mer 2024: Semi-supervised learning, noise robustness, and open-vocabulary multimodal emotion recognition.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Mer 2024: Semi-supervised learning, noise robustness, and open-vocabulary multimodal emotion recognition

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.372930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:04d30757623b37730525f04ae04b309aea3c96cccbdd6d9c6e4b3d620e917fd8

Observation 3ca0a867-259c-4927-ab28-7a9aca7ccfee · outbound

This paper cites Ov-mer: Towards open-vocabulary multimodal emotion recognition.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Ov-mer: Towards open-vocabulary multimodal emotion recognition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.337979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:8eaad2b390bca1ebfd2d7e42c914f57cd1bb0cd929d9f62063f2f971eff087ae

Observation 6ad537b4-cdd9-410c-87bc-0e132749788f · outbound

This paper cites Mer 2025: When affective computing meets large language models.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Mer 2025: When affective computing meets large language models

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.347816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:0b59c45d29e6647b87b0539e907a8a926cd897c5430dba6f5fa4d4e197b2db4b

Observation 13e2f0e1-4881-44b7-a9a7-47fcd6e72ca1 · outbound

This paper cites Explainable Multimodal Emotion Recognition.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Explainable Multimodal Emotion Recognition

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:21:05.412348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:8050ad461bdafbb62439330cdce83e22c6239d254fe87f0a4ee9728a2ceff473

Observation 7575de80-66be-43f6-b3c0-d802e8051a26 · outbound

This paper cites SenticNet 9: Generative commonsense for emotion AI via conceptual primitive discovery and time shift mechanism.IEEE Transactions on Computa- tional Social Systems, 13.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding SenticNet 9: Generative commonsense for emotion AI via conceptual primitive discovery and time shift mechanism.IEEE Transactions on Computa- tional Social Systems, 13

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.315817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:00b48e4b628563d8e2a08c89ff34a849c8b1e3b85c0c24acca77107a7661da7e

Observation 6bc86fc9-098d-4f4d-81ea-559886c8dd10 · outbound

This paper cites Emoprefer: Can large language mod- els understand human emotion preferences? InProceedings of the International Conference on Learning Representations, ICLR.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Emoprefer: Can large language mod- els understand human emotion preferences? InProceedings of the International Conference on Learning Representations, ICLR

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.327880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:c965df588b0cb03f725f00dd5f39460ba021ed5ae25a1289bbd5ffb0975d4e72

Observation 58816e40-0460-4a60-8f0b-f70df3c1b01a · outbound

This paper cites Is someone speaking? exploring long-term temporal features for audio-visual active speaker detection.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Is someone speaking? exploring long-term temporal features for audio-visual active speaker detection

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.320107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:e4a2bb1cda949417825a1a4389e1a639ab810e5790ca5c990a2635f5b891254c

Observation c88e10dc-cc74-4082-8993-f665653da2dd · outbound

This paper cites Are there basic emotions? 1992.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Are there basic emotions? 1992

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.324340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:cf5bc893b63ff0e81fcce20d9184d394d848bb8cc98f482da18ebd2d207ae396

Observation 157725ea-618d-497b-97b0-709a91c0d02a · outbound

This paper cites Affectgpt: A new dataset, model, and benchmark for emotion understanding with multimodal large language models.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Affectgpt: A new dataset, model, and benchmark for emotion understanding with multimodal large language models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.299579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:c1d14fab854397265ffb2db4489bebb9373c89b987be90bd581e3326cbe22cb3

Observation 325262c6-9987-4b55-9cb1-91b05117b554 · outbound

This paper cites Affectgpt-r1: Leveraging reinforcement learning for open-vocabulary multimodal emotion recognition.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Affectgpt-r1: Leveraging reinforcement learning for open-vocabulary multimodal emotion recognition

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:21:05.427888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:c361282648e3a4df475e74287f30b2051b1d4fc23c7978fecde248fa9ca85177

Observation d77834bc-4e71-49db-98ca-94a7ee5d1c7a · outbound

This paper cites Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces.Journal of neural engineering, 15(5):056013.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Eegnet: a compact convolutional neural network for eeg-based brain–computer interfaces.Journal of neural engineering, 15(5):056013

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.306545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:97f43371295d191cbf30fd78d98a6391401373c4a1ed16ca587220da396d357e

Observation d531ab83-1f1f-4786-a0a9-f6837a446d53 · outbound

This paper cites Asac-net: A novel multimodal alignment-complementary fusion framework for eeg-fnirs emotion recognition.Information Fusion, 134:104329.

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding Asac-net: A novel multimodal alignment-complementary fusion framework for eeg-fnirs emotion recognition.Information Fusion, 134:104329

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T01:37:23.311034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:b5e517a52417ea2d8bc2aab21f5793a139a991307df8940bdcd9e07b10fdd450

Pith citing papers

Observation c0c74e81-8c81-463d-a88a-a6869b222128 · inbound

Style over Substance: A Shortcut Audit of Emotion-Description Preference Evaluation cites this paper.

Style over Substance: A Shortcut Audit of Emotion-Description Preference Evaluation MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T15:17:56.981912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T15:17:56.981912Z digest=sha256:2ada796e173656c3948a63aa831a2b5def8c853e6e8b80817781d4bb90159cbc