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Paper Citation Record · LEDGER

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects

As of 8 August 2026, this Paper Citation Record lists 100 of 110 outbound references and 0 inbound Pith citation observations for arXiv:2509.04605.

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

pith.paper-citation-record.v1
2509.04605 v1

Coverage vector

measured 100 of 110 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:59:46.081581Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 110 outbound references displayed

  • verified exact4
  • verified fuzzy56
  • unresolved38
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b145796-7662-486f-af4e-11ae4a404ea4 · outbound

This paper cites Irony and use-mention distinction,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Irony and use-mention distinction,

Reference 1

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Observation a28a5b1e-122f-4552-8d7b-47bd447fc9dc · outbound

This paper cites The functions of sarcastic irony in speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The functions of sarcastic irony in speech,

Reference 2

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Observation 4fc902f5-2485-4651-a1aa-49e02c8ce0d8 · outbound

This paper cites Brown and S.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Brown and S

Reference 3

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Observation 6d6bef1b-f7b2-4a02-a04d-ac4a3feebe7c · outbound

This paper cites Jocularity, sarcasm, and relation- ships: An empirical study,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Jocularity, sarcasm, and relation- ships: An empirical study,

Reference 4

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Observation d182ee0f-c490-440b-a6c3-67cbac167422 · outbound

This paper cites On irony and negation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects On irony and negation,

Reference 5

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Observation d1c8115c-6cd2-4a17-84f3-3d0703885c53 · outbound

This paper cites Exploring the process of inference generation in sar- casm: A review of normal and clinical studies,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Exploring the process of inference generation in sar- casm: A review of normal and clinical studies,

Reference 6

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Observation b07ef2cd-6340-4269-9a50-85bc2e33f310 · outbound

This paper cites Logic and conversation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Logic and conversation,

Reference 7

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Observation 297dcdbe-4202-4cc5-8eb1-387c551b7b2a · outbound

This paper cites Test of the mention theory of irony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Test of the mention theory of irony,

Reference 8

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Observation cb6023cf-149f-4013-ad45-c79a89362083 · outbound

This paper cites Understanding social dysfunction in the behavioural variant of frontotemporal dementia: The role of emotion and sarcasm processing,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Understanding social dysfunction in the behavioural variant of frontotemporal dementia: The role of emotion and sarcasm processing,

Reference 9

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Observation 9c5900d6-bdce-4649-9f4d-9600f3b85c2e · outbound

This paper cites Teaching children with autism to detect and respond to sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Teaching children with autism to detect and respond to sarcasm,

Reference 10

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Observation 649a6bef-7602-4cf5-83d5-bcfe3ec819e3 · outbound

This paper cites Lower, slower, louder: V ocal cues of sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Lower, slower, louder: V ocal cues of sarcasm,

Reference 11

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Observation 2f683ff3-0b82-479c-adb7-c9d5d2c3e7dd · outbound

This paper cites Acoustic markers of sarcasm in cantonese and english,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Acoustic markers of sarcasm in cantonese and english,

Reference 12

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Observation 3e335c34-f4fb-4452-b724-0c96849491a7 · outbound

This paper cites V oice modulations in german ironic speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects V oice modulations in german ironic speech,

Reference 13

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Observation 5ad7311e-c102-443c-9f57-bf326b8d87ad · outbound

This paper cites Prosodic cues of sarcastic speech in french: Slower, higher, wider,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Prosodic cues of sarcastic speech in french: Slower, higher, wider,

Reference 14

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Observation 78628bef-3734-4b97-bbcd-5c4a77862733 · outbound

This paper cites ‘yeah right’: Sarcasm recognition for spoken dialogue systems,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects ‘yeah right’: Sarcasm recognition for spoken dialogue systems,

Reference 15

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Observation 20169d3d-f31a-4e12-8bf1-e5cc99ecca82 · outbound

This paper cites ‘sure, i did the right thing’: A system for sarcasm detection in speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects ‘sure, i did the right thing’: A system for sarcasm detection in speech,

Reference 16

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Observation b0ea13ab-5fe4-4fd4-bd1f-189ce3ee8337 · outbound

This paper cites Automatic sarcasm detection: A survey,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Automatic sarcasm detection: A survey,

Reference 17

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Observation c916afa7-fa0c-4f54-ab3f-bae46db94881 · outbound

This paper cites Sarcasm identification in textual data: Systematic review, research challenges and open directions,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sarcasm identification in textual data: Systematic review, research challenges and open directions,

Reference 18

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Observation 2ddd74c1-ef2e-4019-a721-332b1232847b · outbound

This paper cites Literature survey of sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Literature survey of sarcasm detection,

Reference 19

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Observation e3cce73a-eef9-41be-9167-f16d948700ab · outbound

This paper cites Pre- ferred reporting items for systematic reviews and meta-analyses: The prisma statement,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Pre- ferred reporting items for systematic reviews and meta-analyses: The prisma statement,

Reference 20

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Observation ad8d84ad-f714-4fff-ae3b-caf6d1610201 · outbound

This paper cites Towards multimodal sarcasm detection (an obviously perfect paper),.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Towards multimodal sarcasm detection (an obviously perfect paper),

Reference 21

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Observation 3eea8f61-b573-4b1c-b8a1-65ce7fb0de1a · outbound

This paper cites IITKGP-SEHSC: Hindi speech corpus for emotion analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects IITKGP-SEHSC: Hindi speech corpus for emotion analysis,

Reference 22

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Observation 89027dab-37fd-431a-86c6-f654a8fe204a · outbound

This paper cites Multi-modal sarcasm detection and humor classification in code-mixed conversa- tions,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multi-modal sarcasm detection and humor classification in code-mixed conversa- tions,

Reference 23

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Observation 4a4c459a-70f8-468f-9711-44921ca70a94 · outbound

This paper cites ¡Qu´e maravilla! multimodal sarcasm detection in spanish: A dataset and a baseline,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects ¡Qu´e maravilla! multimodal sarcasm detection in spanish: A dataset and a baseline,

Reference 24

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Observation 20ee97e3-0c79-42ff-9b56-3eb29a5f7af8 · outbound

This paper cites CMMA: Benchmarking multi-affection detection in Chinese multi-modal conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects CMMA: Benchmarking multi-affection detection in Chinese multi-modal conversations,

Reference 25

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Observation 995944e3-9a78-403f-8688-10d2752ff1be · outbound

This paper cites Deep learning for acous- tic irony classification in spontaneous speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep learning for acous- tic irony classification in spontaneous speech,

Reference 26

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Observation a010bee3-3b50-4b62-ac7d-fa32b578b50b · outbound

This paper cites Sentiment and emotion help sarcasm? a multi-task learning framework for multi- modal sarcasm, sentiment, and emotion analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sentiment and emotion help sarcasm? a multi-task learning framework for multi- modal sarcasm, sentiment, and emotion analysis,

Reference 27

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Observation e7c03437-a6b5-4577-acad-5c2a8f46d15e · outbound

This paper cites An emoji-aware multitask framework for multimodal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects An emoji-aware multitask framework for multimodal sarcasm detection,

Reference 28

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Source-reported events for the cited work

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Observation b8a60c1f-1a37-4df6-adb5-2e4209d2cf8b · outbound

This paper cites A multimodal corpus for emotion recognition in sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A multimodal corpus for emotion recognition in sarcasm,

Reference 29

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Observation 7d91f5bf-ae61-4fc4-9cba-49a073e9b32e · outbound

This paper cites MELD: A multimodal multi-party dataset for emotion recognition in conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects MELD: A multimodal multi-party dataset for emotion recognition in conversations,

Reference 30

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Observation 2bc65d76-56fd-4b92-a312-2ef388bc72ba · outbound

This paper cites Which contextual and socio- cultural information predict irony perception?.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Which contextual and socio- cultural information predict irony perception?

Reference 31

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Observation aad922cc-d68d-4efb-97f8-79446cb14ce0 · outbound

This paper cites Verbal irony as implicit display of ironic environment: Distinguishing ironic utterances from nonirony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Verbal irony as implicit display of ironic environment: Distinguishing ironic utterances from nonirony,

Reference 32

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Observation c6c93997-a0b9-449c-b7c1-f8fb0677d224 · outbound

This paper cites How about another piece of pie: The allusional pretense theory of discourse irony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects How about another piece of pie: The allusional pretense theory of discourse irony,

Reference 33

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verified fuzzy
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Source-reported events for the cited work

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Observation dfacb933-7076-4ab4-b83d-fbd4de1e15f8 · outbound

This paper cites The exposure advantage: Early exposure to a multilingual environment promotes effective communication,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The exposure advantage: Early exposure to a multilingual environment promotes effective communication,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.308765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.773510Z digest=sha256:cef307380ddf89e2c03597302f342ab84b6befdba9ea337873dbfcbf3d3b9a66

Observation 6a3c6a97-b103-426f-a9d0-7dd85df26ead · outbound

This paper cites Modeling incongruity between modalities for multimodal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Modeling incongruity between modalities for multimodal sarcasm detection,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.296165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.828422Z digest=sha256:8cff59f0b621a3e0dca9699c46076610eed2e99f158b8a3e8473cab1cc141943

Observation d73857db-1a0b-4d4c-b540-9b695186629e · outbound

This paper cites The coding strategy for the mandarin speech conveying sarcasm in acoustic and articulatory domain,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The coding strategy for the mandarin speech conveying sarcasm in acoustic and articulatory domain,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.282997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.838337Z digest=sha256:51df50e571319ff43bb8680c9271dbf388ba4b1213a1985d0b41904ee53ee739

Observation 39be16ae-d94c-487f-8142-1d6b0fa8eb70 · outbound

This paper cites Detecting vocal irony,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Detecting vocal irony,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.270181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.842031Z digest=sha256:dab51628b2b5a429dd03fbbef22c0a34b21259959040a3e53f610389d155efc1

Observation 9a8058ec-272f-40d8-967d-e34dab314533 · outbound

This paper cites Emotional vocal expressions recognition using the cost 2102 italian database of emotional speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotional vocal expressions recognition using the cost 2102 italian database of emotional speech,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.257175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.846144Z digest=sha256:7d8caa97ab14cd843fca8c5cc7ec05d0978dabe361e969f2914a986221d83986

Observation e7cf054b-2bfd-41ac-8cb2-79bb646e742a · outbound

This paper cites Emotion recognition in speech using machine learning techniques,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotion recognition in speech using machine learning techniques,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.244462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.850092Z digest=sha256:bc635afbab5d52d1ece7caf6c07a9c5eab4b55764cabe7a980c16aa5e30f0efb

Observation 47fb9028-60ad-4353-a190-8a874ef492e8 · outbound

This paper cites Humor knowledge enriched transformer for understanding multimodal humor,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Humor knowledge enriched transformer for understanding multimodal humor,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.231978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.854305Z digest=sha256:4d8bd93038b4470f94e131b6d82fcf54e91cfebd6dceea78bcc79cd30fc591fe

Observation fee71545-7fd3-4470-a7ae-54a8265aa909 · outbound

This paper cites Measuring nominal scale agreement among many raters,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Measuring nominal scale agreement among many raters,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.219487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.857920Z digest=sha256:8e8ea8dd37403c16ac25c0f385931262f162041ccac4c41fff86d5165772126b

Observation 4d3ccfc9-aed4-484c-b146-17fc66c54d23 · outbound

This paper cites Deep cnn-based inductive trans- fer learning for sarcasm detection in speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep cnn-based inductive trans- fer learning for sarcasm detection in speech,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.206829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.861781Z digest=sha256:82a7b0623ea82f4f9276ac32d07da326a612ae88f1e5bb651f0bc96c31bacda1

Observation 5ccd1cbd-dd9a-4a4f-b8de-53c7aa791742 · outbound

This paper cites Emotion recognition of speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotion recognition of speech,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.194164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.865596Z digest=sha256:e9920b2a18db43ea169328fe430148084100aa3b10e2b86acda0efb5c7ed51f9

Observation 4dc14721-491c-4130-9f4b-e2149acca7cb · outbound

This paper cites Characterization of emotions using the dynamics of prosodic features,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Characterization of emotions using the dynamics of prosodic features,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.181640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.869717Z digest=sha256:03b08a4c0c8577018f26021ccfd8dca56344de8fa2e75e9cd84b8894dd49cd9e

Observation 0a63f085-8019-4326-9dfc-776231a42426 · outbound

This paper cites Understanding sarcasm in speech using mel-frequency cepstral coefficient,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Understanding sarcasm in speech using mel-frequency cepstral coefficient,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.169068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.873428Z digest=sha256:0d94b0ed1689494d559c1ed506c34b3bcbde6d67b96afa743d9e8f93daf09e30

Observation 91c8d5b9-0dbd-4c02-881b-ec3d1ed5b9e9 · outbound

This paper cites The interspeech 2013 computational paralinguistics challenge: Social signals, conflict, emotion, autism,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The interspeech 2013 computational paralinguistics challenge: Social signals, conflict, emotion, autism,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.156462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.877089Z digest=sha256:a578d310860a3086e1cf0390e0b79b3265d2fe1c283d164a4765ecfc2f3586f9

Observation da2590f0-e6d9-47fd-9062-2b0acbda5fd3 · outbound

This paper cites Multi-modal sarcasm detection based on contrastive attention mechanism,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multi-modal sarcasm detection based on contrastive attention mechanism,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.143571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.880664Z digest=sha256:5a374907e777da78e86193b6ad3f22992c8ffc94bfa9708fad946bdf810337a6

Observation d1f7c488-f7b9-4fca-a349-577d5461d742 · outbound

This paper cites Multimodal sarcasm detection: A deep learning approach,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal sarcasm detection: A deep learning approach,

Reference 48

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.263824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.884423Z digest=sha256:ee45819deb982f0b007438cd392cc2b5b2b5c3ad1b06eeb2a1d5093b3ec00035

Observation 83185521-3364-40e2-90fa-a31bec19cdde · outbound

This paper cites A multimodal fusion method for sarcasm detection based on late fusion,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A multimodal fusion method for sarcasm detection based on late fusion,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.130785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.888105Z digest=sha256:84c96e5ee494c3216aad6d12ec0e475049a2847689f0e9711d7f5bad26df8ed2

Observation e07794bf-4094-44cc-b53f-ce35d072e1a8 · outbound

This paper cites EFAFN: An efficient feature adaptive fusion network with facial feature for multimodal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects EFAFN: An efficient feature adaptive fusion network with facial feature for multimodal sarcasm detection,

Reference 50

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.250023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.892078Z digest=sha256:e029a96b42075392c6ac6572249cbb44451a8004e4d079936338fc993e818c42

Observation 0c9176b9-c6c9-4fe5-8df0-6ad64aaf40ab · outbound

This paper cites Multimodal learning using optimal transport for sarcasm and humor detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal learning using optimal transport for sarcasm and humor detection,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.117744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.895929Z digest=sha256:456887c1e7661b743ff8a013df6425fb384a8b74a5f12a6b186dc29ebd5b929f

Observation 664413f9-ac4a-468d-8601-f78a05d17724 · outbound

This paper cites Multimodal sarcasm detection (MSD) in videos using deep learning models,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal sarcasm detection (MSD) in videos using deep learning models,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.104069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.899857Z digest=sha256:e6dbf1b8b17db43a5a1c1004e9abdf0354b22bc8480fc2642151b2f87f0c17e6

Observation d1dcf35a-93ec-4208-94b6-988ebc5606eb · outbound

This paper cites Multi- modal sarcasm detection method using rnn and cnn,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multi- modal sarcasm detection method using rnn and cnn,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.091089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.903433Z digest=sha256:076eca0f1a416c2b3b227d46502e461af9f52fedb88bacaea886c7bada519db8

Observation b7de52fc-6c20-448c-86ce-ac8b3af1e162 · outbound

This paper cites An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects An attention-based, context-aware multimodal fusion method for sarcasm detection using inter-modality inconsistency,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.078249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.906971Z digest=sha256:1c3ef2d0df4e130a5f26e6b03063fa043852680240481a1379fba1a511712470

Observation 87a106d5-344f-445b-be0d-0afb1adecebd · outbound

This paper cites A smart video analytical frame- work for sarcasm detection using novel adaptive fusion network and sarcasnet-99 model,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A smart video analytical frame- work for sarcasm detection using novel adaptive fusion network and sarcasnet-99 model,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.065476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.910626Z digest=sha256:7569dc6d3780973226832cde1f4f667b754bd658c5a91d50e99c2b9754c6781e

Observation 6de28a9d-ea80-437c-ada7-36e1e3a2032d · outbound

This paper cites V oice-based sarcasm detection in kannada language,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects V oice-based sarcasm detection in kannada language,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.051907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.914248Z digest=sha256:fd9323691f8c95177bfdb3632a8dbd27cfca1c2a7b6e9b226c0f6b253d800e30

Observation 957202cc-6309-4e0c-9744-7c3e1c4fea26 · outbound

This paper cites Sarcasm detection using cognitive features of visual data by learning model,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sarcasm detection using cognitive features of visual data by learning model,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.037111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.918026Z digest=sha256:221faffc68995e3a62f70948a5704dad535d6fb8040d6bc19123de67da25ca45

Observation 763b0e12-83cb-46a1-ab48-695dd3fd54c1 · outbound

This paper cites Cnn architectures for large-scale audio classifi- cation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Cnn architectures for large-scale audio classifi- cation,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.024320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.921975Z digest=sha256:ec3d93a079c7b256725466fa60d4b8c29f6d4d6a3252e6fec37631bed4ef2764

Observation d771537b-a2c6-47c1-a28c-ebd09d8b7912 · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:47.010969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.925759Z digest=sha256:3b81d551f0a55f97f1ad4631c442e377a822489efc1964f284f1a692023f83ac

Observation 7519ac67-714e-4cef-9f11-0ec09fdaf6aa · outbound

This paper cites A multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.997944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.929888Z digest=sha256:ccace14384bc92cff54b293f0743ce7c7525e1e5bea5ffe0dc0ed0e2369aaafa

Observation 87b75242-46d9-4aa9-b8ff-f9401c60ecff · outbound

This paper cites Attention is all you need,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Attention is all you need,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.984621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.933588Z digest=sha256:1a86ff10484925e49ffc541dcadf2dd6dbf8c6e63465e16d347962e873a203e9

Observation 79f3bc02-9dd9-47e0-8c22-10367547033d · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:45.937237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:45.937237Z digest=sha256:60eb965263ba0d809f5f3b20bb6400247f4fa3b58792fa5fe762fa9c9cb09642

Observation ac5029be-b6f3-45ea-a5b4-1e3fcbc9dcff · outbound

This paper cites PRAAT, a system for doing phonetics by computer,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects PRAAT, a system for doing phonetics by computer,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.971034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.941644Z digest=sha256:a8ecb86579a13ca51266111ef3c68f116a61f442870ff1d07cb991efaeafea90

Observation ba390e06-48e8-4bfd-a5a8-bf7a2551643b · outbound

This paper cites OpenSMILE: The munich versatile and fast open-source audio feature extractor,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects OpenSMILE: The munich versatile and fast open-source audio feature extractor,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.957857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.945385Z digest=sha256:417c3a68d1dec4e24f5db461bffde2de886643b2e4e9abd082648eb48b4088b1

Observation ba70d975-c7b2-4fee-8eef-06b70309ab63 · outbound

This paper cites Librosa: Audio and music signal analysis in python,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Librosa: Audio and music signal analysis in python,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:45.949008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:45.949008Z digest=sha256:e21f0a82a870855d3d5784bb82886dcc29b6df6b39d0a3d4307cc11ffee6a30c

Observation 81ba96a2-8d06-4312-8d1d-15a82fc2ab4d · outbound

This paper cites CO- V AREP: A collaborative voice analysis repository for speech tech- nologies,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects CO- V AREP: A collaborative voice analysis repository for speech tech- nologies,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.944427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.952766Z digest=sha256:81da5e097ae7f0ea92f57c6f883f3f04b822c9f61b45cc107f0f57954dd12058

Observation 4b7309ca-2c56-4dd1-be76-4952ef5ed9a8 · outbound

This paper cites BERT: Pre- training of deep bidirectional transformers for language understanding,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects BERT: Pre- training of deep bidirectional transformers for language understanding,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.930311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.956471Z digest=sha256:b06894f2a5276d8940a617e7f552d5acd15089cae43ad8681e345e4b42127e3b

Observation e4c1eb02-0ac7-4b09-9df2-395d3e56864c · outbound

This paper cites A quantum probability driven frame- work for joint multi-modal sarcasm, sentiment and emotion analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects A quantum probability driven frame- work for joint multi-modal sarcasm, sentiment and emotion analysis,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.915836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.960461Z digest=sha256:7fb33a98d2dff5213fcdcd716be7ecd6e0067c50cd8a06a92a25931bb7cbdb24

Observation 14ebd27a-0c94-48a3-924b-b86764fbb10d · outbound

This paper cites Learning multitask commonness and uniqueness for multimodal sarcasm detection and sentiment analysis in conversation,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Learning multitask commonness and uniqueness for multimodal sarcasm detection and sentiment analysis in conversation,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.902535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.964250Z digest=sha256:7f8fbf7a832f1c50fbfc2b6578f3f56f5da93178e36522d107770aa50fdcd04a

Observation 5c28d8f9-2dc6-4b4c-bc7d-abe87ad5796e · outbound

This paper cites Improving sarcasm detection from speech and text through attention-based fusion exploiting the interplay of emotions and sentiments,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Improving sarcasm detection from speech and text through attention-based fusion exploiting the interplay of emotions and sentiments,

Reference 70

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.228000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.968237Z digest=sha256:5b378f3622c05577ed3d34e58c968de9a3cbb92e9705cf2a7ba9c792ff8e4c56

Observation 2019a1a2-32b4-4d84-9697-a6f8eaefc308 · outbound

This paper cites BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.888620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.971947Z digest=sha256:d91e22e969d7a9c7c6c6fef31f104203561ec8dd0c08df1a5996d34a7b5078b7

Observation 153a74ea-ce9d-4966-ae98-c4e78653e136 · outbound

This paper cites Your tone speaks louder than your face! modality order infused multi-modal sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Your tone speaks louder than your face! modality order infused multi-modal sarcasm detection,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.874766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.975543Z digest=sha256:902897a8e1bb8acabbba6f43f0cccb9395184a4d55f13b664d15f6e36b857453

Observation 0dcf7b97-23c3-4f0d-8f1b-87372da1fe7c · outbound

This paper cites Quantum fuzzy neural network for multimodal sentiment and sarcasm detection,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Quantum fuzzy neural network for multimodal sentiment and sarcasm detection,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.860921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.979089Z digest=sha256:5a99a4c7b8165ec66a74ffa33bf66f5cd5e90ea37c6ff56d2ad45ed1753f24c6

Observation 947eba8e-c399-49a8-8e55-c3a9e8cb4524 · outbound

This paper cites Deep residual learning for image recognition,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep residual learning for image recognition,

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:45.983277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:45.983277Z digest=sha256:c5f4238c417a4eddb16a958c5063b0efe737c33e58d78fe94ef324cd87273665

Observation 94f847cb-28c5-42a4-b40c-4e1954f49414 · outbound

This paper cites EfficientNet: Rethinking model scaling for convolutional neural networks,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects EfficientNet: Rethinking model scaling for convolutional neural networks,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.838035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.986936Z digest=sha256:afe946f6d8a7d63e39be2de8af4d301ae3e70804f9d094dd5225b7281f1560eb

Observation ba7a43a0-0b96-4fac-b4ae-7f855c14d337 · outbound

This paper cites Joint face detection and alignment using multi-task cascaded convolutional networks,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Joint face detection and alignment using multi-task cascaded convolutional networks,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.824860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.990778Z digest=sha256:f49e1f8e43b5577a973b0e09c2959d85a39d9a1b0278cb619dae4e28720f4943

Observation 2be434be-aba2-4c46-b560-8948367dc285 · outbound

This paper cites Openface 2.0: Facial behavior analysis toolkit,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Openface 2.0: Facial behavior analysis toolkit,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.811629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.994555Z digest=sha256:d6ca0c848b39268c790ae5ca411bf358857ea14141b67522a6e198318a653cb7

Observation 4191a013-3c70-4f1a-9c03-a32cc4e5c308 · outbound

This paper cites Quo vadis, action recognition? a new model and the kinetics dataset,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Quo vadis, action recognition? a new model and the kinetics dataset,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.798635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:45.998341Z digest=sha256:b1c6edb5fd828ca813b4b64e885794c1879e5a51b334dc34ef84b180165e6dcd

Observation 64c298e5-603d-4bcd-802d-4d836518ee6d · outbound

This paper cites Multimodal markers of irony and sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Multimodal markers of irony and sarcasm,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.785731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.001964Z digest=sha256:b525492f8bccab8193819c6aac0453cf8e514b11594e809a5a328d866918c66e

Observation 1b4e800a-7cc6-4d96-9d74-6caaf37ffc78 · outbound

This paper cites Verbal irony use in face-to-face and computer-mediated conversations,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Verbal irony use in face-to-face and computer-mediated conversations,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.772702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.005480Z digest=sha256:ed18c26822c13c60722f9d9d971b7a32ef6e95b1249bb57a4192eb3b521f68ee

Observation 339a40bc-bb95-44f6-8dd8-761f076237a5 · outbound

This paper cites Effects of emotional intelligence on the impression of irony created by the mismatch between verbal and nonverbal cues,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Effects of emotional intelligence on the impression of irony created by the mismatch between verbal and nonverbal cues,

Reference 81

Resolution
verified exact
doi, observed 2026-08-05T05:59:46.214208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.008988Z digest=sha256:294b8c927ac9c1f8e3ebe6f76f90620cda62b307f6811fb3f6e9c3d8149b4f35

Observation e0926bf4-3b1e-438e-b05d-211f34a49947 · outbound

This paper cites Deep multimodal data fusion,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep multimodal data fusion,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.757081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.012735Z digest=sha256:31bb53febf84ab29b1af2f18dfe79616473ae5dcf9ece88d4e797f40ef826cc6

Observation 8b69b9bb-e788-4352-a174-26b9a60978b3 · outbound

This paper cites an unresolved cited work.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:59:46.742336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.016361Z digest=sha256:713c6f2e600e8f93f1431ebb7863d98ede803541e5104827723b332a62c11ba2

Observation c7c4d6f4-11b5-412c-b4e9-a35d4fd37bee · outbound

This paper cites Quantifying heterogeneity in a meta-analysis,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Quantifying heterogeneity in a meta-analysis,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.727589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.020366Z digest=sha256:dbfcc7f721738b33b66149d34e520a0cb84900e1f597048072b4c2d29f5cca28

Observation 86e173d8-4e52-44ea-b0e8-194cdacaa8a8 · outbound

This paper cites Meta-analysis in clinical trials,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Meta-analysis in clinical trials,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.713418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.024606Z digest=sha256:0d4e7777188ac7b8152c2d56f1c1e91acd12d658468b6edb5dab65f6bb5e3e98

Observation 0da43448-9129-4408-9cc6-2311d1b2d110 · outbound

This paper cites The cost 2102 italian audio and video emotional database,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The cost 2102 italian audio and video emotional database,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.699599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.028400Z digest=sha256:02f7c0a45d7487ac19bbd0390541a761fba9e7c2c45852f709750d1205ffd9ea

Observation 27101956-18ac-4020-a02b-6d67f4ba4c08 · outbound

This paper cites Sarcasm, pretense, and the semantics/pragmatics distinc- tion,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Sarcasm, pretense, and the semantics/pragmatics distinc- tion,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.686371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.032217Z digest=sha256:11e17f7e883160465541ed0ba9fd6f3c3ea4a8dd4ee6867dc366345daacfb4e1

Observation bd4b531d-ff86-4633-9208-3d60002a27ff · outbound

This paper cites WavLM: Large-scale self-supervised pre-training for full stack speech processing,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects WavLM: Large-scale self-supervised pre-training for full stack speech processing,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.670953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.035937Z digest=sha256:c215b6ee628774f7ee19df43a9961d4a365b120944c21cfbc1c9792b9e9b9a7e

Observation ba4c3bfc-57a1-4308-890f-a399a7700789 · outbound

This paper cites SpeechLM: Enhanced speech pre-training with unpaired textual data,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects SpeechLM: Enhanced speech pre-training with unpaired textual data,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.656996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.039617Z digest=sha256:407f13c8112331aedf2b523548fbfafddbd01770473e02c476e9c149822986fc

Observation 5cfd4790-e825-4804-981f-702941b8faa0 · outbound

This paper cites Adapting WavLM for speech emotion recognition,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Adapting WavLM for speech emotion recognition,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.644316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.043226Z digest=sha256:e9a016976ecf8dc02a6f0db4c9eb1925d7904f8b925c55286e01a89cddeccd19

Observation 3712bdcf-106d-42eb-a7bb-6c62f4e9c2d9 · outbound

This paper cites GPT-4 Technical Report.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects GPT-4 Technical Report

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.046981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.046981Z digest=sha256:d258ad5bda7091700acf067db69c212d4f8817f9cab91f894e86dfa05ce52ac9

Observation e363d83c-1250-4b7a-836c-dc055abc6bf3 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects LLaMA: Open and Efficient Foundation Language Models

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.051401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.051401Z digest=sha256:fb0bc034cebd21c0b8e9e1af208fe5bbd7fa1d4f6a55b75e063286095bffe89b

Observation 15bd0e52-85d4-4162-9cb2-5ceb46f62b70 · outbound

This paper cites SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.055424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.055424Z digest=sha256:eda3b4674bfb19a607be66b7d861e2058e1f324b40033888e3836d116a8cd533

Observation a6ef12ac-da3b-4b5f-9ba8-600ad5f80c7c · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Learning Transferable Visual Models From Natural Language Supervision

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-05T05:59:46.059253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:59:46.059253Z digest=sha256:171738477b609fffea869ccd24b56ed0cc3425df143161216ad2084d0fe3e59a

Observation 6ba6b348-45a0-42b8-9be2-7da29a59e050 · outbound

This paper cites Paraverbal expression of verbal irony: V ocal cues matter and facial cues even more,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Paraverbal expression of verbal irony: V ocal cues matter and facial cues even more,

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.630490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.063112Z digest=sha256:ffef15d10bc7a6c3c93a799ca2339f2d0a4edde8fc0fae7c1695cb90b1869b48

Observation 08c7cc5c-e739-49bf-898d-b10edcd90e70 · outbound

This paper cites Tracking nonliteral language processing using audiovisual scenarios,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Tracking nonliteral language processing using audiovisual scenarios,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.616616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.066651Z digest=sha256:aad75b9112939fb490523d6fc13c5de77b218436707a544b482b42d88fb63cf5

Observation 8fc2c1d6-f115-4d75-b1e0-098c18d6b2db · outbound

This paper cites The role of auditory and visual cues in the interpretation of mandarin ironic speech,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The role of auditory and visual cues in the interpretation of mandarin ironic speech,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.601636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.070253Z digest=sha256:e94708643b5f14f77b50dba876e2c71a54117a3171ba60542612390ac56dbb15

Observation f7670644-715d-4364-af1c-7700be8ac1ae · outbound

This paper cites Modality matters: Testing bilingual irony comprehension in the textual, auditory, and audio-visual modality,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Modality matters: Testing bilingual irony comprehension in the textual, auditory, and audio-visual modality,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.588185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.074049Z digest=sha256:298a7dd3c86b56622ed8874324226f8c5dea8677236487424f644c137cd08f85

Observation 50ad3d43-38c7-4c8b-b5fb-31e51e12cdfe · outbound

This paper cites Context, facial expression and prosody in irony processing,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Context, facial expression and prosody in irony processing,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.574592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.077691Z digest=sha256:f89b00116f38f764f026a798ed0c1b1b2e71e3b002d4cc94a0e52f825c1bd811

Observation 34ef15dd-9187-4d11-ba54-8f8a3e59d85b · outbound

This paper cites The sound of sarcasm,.

Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The sound of sarcasm,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:59:46.561379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T05:59:46.081581Z digest=sha256:203df562df7667666b589511c437c9127930a9f63573685dd40c9807f9a879b1

Pith citing papers

No inbound Pith citation observations are available.