Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:59:46.081581Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:59:46.081581Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 110 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7b145796-7662-486f-af4e-11ae4a404ea4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a28a5b1e-122f-4552-8d7b-47bd447fc9dc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fc902f5-2485-4651-a1aa-49e02c8ce0d8 · outbound
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d6bef1b-f7b2-4a02-a04d-ac4a3feebe7c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d182ee0f-c490-440b-a6c3-67cbac167422 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects On irony and negation,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1c8115c-6cd2-4a17-84f3-3d0703885c53 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b07ef2cd-6340-4269-9a50-85bc2e33f310 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Logic and conversation,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 297dcdbe-4202-4cc5-8eb1-387c551b7b2a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb6023cf-149f-4013-ad45-c79a89362083 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c5900d6-bdce-4649-9f4d-9600f3b85c2e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 649a6bef-7602-4cf5-83d5-bcfe3ec819e3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f683ff3-0b82-479c-adb7-c9d5d2c3e7dd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e335c34-f4fb-4452-b724-0c96849491a7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ad7311e-c102-443c-9f57-bf326b8d87ad · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78628bef-3734-4b97-bbcd-5c4a77862733 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20169d3d-f31a-4e12-8bf1-e5cc99ecca82 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0ea13ab-5fe4-4fd4-bd1f-189ce3ee8337 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c916afa7-fa0c-4f54-ab3f-bae46db94881 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ddd74c1-ef2e-4019-a721-332b1232847b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3cce73a-eef9-41be-9167-f16d948700ab · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad8d84ad-f714-4fff-ae3b-caf6d1610201 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eea8f61-b573-4b1c-b8a1-65ce7fb0de1a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89027dab-37fd-431a-86c6-f654a8fe204a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a4c459a-70f8-468f-9711-44921ca70a94 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20ee97e3-0c79-42ff-9b56-3eb29a5f7af8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 995944e3-9a78-403f-8688-10d2752ff1be · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a010bee3-3b50-4b62-ac7d-fa32b578b50b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7c03437-a6b5-4577-acad-5c2a8f46d15e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b8a60c1f-1a37-4df6-adb5-2e4209d2cf8b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d91f5bf-ae61-4fc4-9cba-49a073e9b32e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bc65d76-56fd-4b92-a312-2ef388bc72ba · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aad922cc-d68d-4efb-97f8-79446cb14ce0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6c93997-a0b9-449c-b7c1-f8fb0677d224 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dfacb933-7076-4ab4-b83d-fbd4de1e15f8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6a3c6a97-b103-426f-a9d0-7dd85df26ead · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d73857db-1a0b-4d4c-b540-9b695186629e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 39be16ae-d94c-487f-8142-1d6b0fa8eb70 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Detecting vocal irony,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9a8058ec-272f-40d8-967d-e34dab314533 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7cf054b-2bfd-41ac-8cb2-79bb646e742a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47fb9028-60ad-4353-a190-8a874ef492e8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fee71545-7fd3-4470-a7ae-54a8265aa909 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4d3ccfc9-aed4-484c-b146-17fc66c54d23 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5ccd1cbd-dd9a-4a4f-b8de-53c7aa791742 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Emotion recognition of speech,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4dc14721-491c-4130-9f4b-e2149acca7cb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a63f085-8019-4326-9dfc-776231a42426 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91c8d5b9-0dbd-4c02-881b-ec3d1ed5b9e9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation da2590f0-e6d9-47fd-9062-2b0acbda5fd3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1f7c488-f7b9-4fca-a349-577d5461d742 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 83185521-3364-40e2-90fa-a31bec19cdde · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e07794bf-4094-44cc-b53f-ce35d072e1a8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0c9176b9-c6c9-4fe5-8df0-6ad64aaf40ab · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 664413f9-ac4a-468d-8601-f78a05d17724 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1dcf35a-93ec-4208-94b6-988ebc5606eb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b7de52fc-6c20-448c-86ce-ac8b3af1e162 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 87a106d5-344f-445b-be0d-0afb1adecebd · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6de28a9d-ea80-437c-ada7-36e1e3a2032d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 957202cc-6309-4e0c-9744-7c3e1c4fea26 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 763b0e12-83cb-46a1-ab48-695dd3fd54c1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d771537b-a2c6-47c1-a28c-ebd09d8b7912 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7519ac67-714e-4cef-9f11-0ec09fdaf6aa · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 87b75242-46d9-4aa9-b8ff-f9401c60ecff · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 79f3bc02-9dd9-47e0-8c22-10367547033d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac5029be-b6f3-45ea-a5b4-1e3fcbc9dcff · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba390e06-48e8-4bfd-a5a8-bf7a2551643b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba70d975-c7b2-4fee-8eef-06b70309ab63 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81ba96a2-8d06-4312-8d1d-15a82fc2ab4d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4b7309ca-2c56-4dd1-be76-4952ef5ed9a8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e4c1eb02-0ac7-4b09-9df2-395d3e56864c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 14ebd27a-0c94-48a3-924b-b86764fbb10d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c28d8f9-2dc6-4b4c-bc7d-abe87ad5796e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2019a1a2-32b4-4d84-9697-a6f8eaefc308 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 153a74ea-ce9d-4966-ae98-c4e78653e136 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0dcf7b97-23c3-4f0d-8f1b-87372da1fe7c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 947eba8e-c399-49a8-8e55-c3a9e8cb4524 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94f847cb-28c5-42a4-b40c-4e1954f49414 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba7a43a0-0b96-4fac-b4ae-7f855c14d337 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2be434be-aba2-4c46-b560-8948367dc285 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4191a013-3c70-4f1a-9c03-a32cc4e5c308 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 64c298e5-603d-4bcd-802d-4d836518ee6d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1b4e800a-7cc6-4d96-9d74-6caaf37ffc78 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 339a40bc-bb95-44f6-8dd8-761f076237a5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e0926bf4-3b1e-438e-b05d-211f34a49947 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Deep multimodal data fusion,
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8b69b9bb-e788-4352-a174-26b9a60978b3 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects Unresolved cited work
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c7c4d6f4-11b5-412c-b4e9-a35d4fd37bee · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 86e173d8-4e52-44ea-b0e8-194cdacaa8a8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0da43448-9129-4408-9cc6-2311d1b2d110 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27101956-18ac-4020-a02b-6d67f4ba4c08 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bd4b531d-ff86-4633-9208-3d60002a27ff · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ba4c3bfc-57a1-4308-890f-a399a7700789 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5cfd4790-e825-4804-981f-702941b8faa0 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3712bdcf-106d-42eb-a7bb-6c62f4e9c2d9 · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects GPT-4 Technical Report
Reference 91
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e363d83c-1250-4b7a-836c-dc055abc6bf3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15bd0e52-85d4-4162-9cb2-5ceb46f62b70 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6ef12ac-da3b-4b5f-9ba8-600ad5f80c7c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ba6b348-45a0-42b8-9be2-7da29a59e050 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 08c7cc5c-e739-49bf-898d-b10edcd90e70 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8fc2c1d6-f115-4d75-b1e0-098c18d6b2db · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f7670644-715d-4364-af1c-7700be8ac1ae · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50ad3d43-38c7-4c8b-b5fb-31e51e12cdfe · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 34ef15dd-9187-4d11-ba54-8f8a3e59d85b · outbound
Spoken in Jest, Detected in Earnest: A Systematic Review of Sarcasm Recognition -- Multimodal Fusion, Challenges, and Future Prospects The sound of sarcasm,
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.