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Paper Citation Record · LEDGER

MER 2026: From Discriminative Emotion Recognition to Generative Emotion Understanding

As of 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:b6d8b6f9fa22c949249dba6a49538d26e632753c21983137fcefd14611bb682d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:0a61eedc80bc2923749c288a00ba2e832e43ed71ced8a2968e6947da0a332e49

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:d80a07edf53b8c1d495c3d775f17f6addbede406211c885f0525294250cfb596

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:0ec0f8347ff8a772b8a02e233482e62f652a49965c2f8655551282b07a9d7e8e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:891ac67e7f47fb0b81d92eba3614e60d13b1c309f0d3208306052ec212392086

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:cd0a351dcbaeba01c09cacdcc7d940f12f1d166de82d5095a27175c915bf1d5a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:1e12234311c0dfad78d247a6d85b7173cf186b95156834a1e4022e19403903a5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:4e739abaefe48e4edbf0f8a16814e047fde8d074b7ab25587395f3f06bcbd107

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:c8899a6882cd0ac53df4993f244c8be3ccb7ce2473a31305c2b2b9813cf7868d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:d7b6b46d79707b443a36f2db7943934084efb00020515dbd5e80d7e6335c9e52

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:05e85c05520c8a7ae1492b785f7f4ae00b746e554d3dc9069276d7bea63ab467

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:dc162e781e0c947afaa34a48ee9ef18406aa9154ee4cebf0e59b16ee121f2717

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:e3e884827eaae3357989a39c2a4d67a5959dfb2c239bcd4c04c18e092f7bbb4e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:5d558b4d5d9f2db6515b90c083f671afbeaad9752d1d8396044f21d91298d198

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:b2489d433353364efc93103f4d4b7c2b4369dd6e76325e8cce35936af7729d70

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:6ddeb8fe94170ff9dd7fad2b80a49d359311ead8e2bbb2fe229e153f81103aef

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:b67ddd7afa9003812ae3badbc6de5a84f4b3a2d0558b66b4dddeadecc5c38c58

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T01:56:16.715841Z digest=sha256:1817f76d46902231ee2411192ac914b4906612a88bffafbd136878433f1e87ac

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=sha256:0d216f75059c3fe16483806c891ea7ef9052c23d0bdf1759fec8c0f01c725413