Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:17:35.636796Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 4 inbound Pith citation observations for arXiv:2501.11468.
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 2026-08-10T18:17:35.636796Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:47:55.530450Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
57 of 57 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 866cf597-9335-406d-af67-1484c8a6e549 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Affective multimodal human-computer interaction,
Reference 1
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Observation 5e41bea9-d8ef-46ba-a1d7-82db4dd73f62 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Emotion Detection and Analysis on Social Media
Reference 2
Source-reported events for the cited work
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Observation cd31bab1-5abc-41bb-8447-aa75562f066c · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Acoustic and lexical sentiment analysis for customer service calls,
Reference 3
Source-reported events for the cited work
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Observation 5319079b-84c2-4e01-9db7-8ffd75547ee5 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations EmoKey: An emotion-aware smartphone keyboard for mental health monitoring,
Reference 4
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Observation de201f61-bf36-4ec1-b4ee-70e1d2a40216 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations K-EmoCon, a multimodal sensor dataset for contin- uous emotion recognition in naturalistic conversations,
Reference 5
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Observation eecb4f29-c582-4d43-8fd0-ba01e5eb10ce · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Emotion recognition in conversation: Research chal- lenges, datasets, and recent advances,
Reference 6
Source-reported events for the cited work
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Observation 218d5c2b-eae6-457d-8f5f-916ed708f7b3 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Emotion recognition using facial expressions,
Reference 7
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Observation 0aec1a22-6ce1-4d44-8121-9b7926a4d39a · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Unresolved cited work
Reference 8
Source-reported events for the cited work
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Observation 03c98362-25c2-4815-ac91-5c702c1eea98 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Individuality in communicative bodily behaviours,
Reference 9
Source-reported events for the cited work
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Observation 13dac0de-cf6a-4ddd-86f1-3b1c8e49fe9d · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Physiological signals and their use in augment- ing emotion recognition for human–machine interaction,
Reference 10
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Observation d03fef3a-3b49-4967-8bd5-5023e83342b6 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations A review of affective computing: From unimodal analysis to multimodal fusion,
Reference 11
Source-reported events for the cited work
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Observation 989aff56-1feb-4c8f-a2f4-cb1cb21871d7 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Some aspects of fundamental frequency and envelope amplitude as related to the emotional content of speech,
Reference 12
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Observation c77b0d66-4f67-4b0a-92f8-e9749555649f · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Emotion in speech: Recognition and application to call centers,
Reference 13
Source-reported events for the cited work
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Observation e9a6ee3c-1466-45d7-ae3e-1c3b7447c96c · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Speech emotion recognition using spectrogram & phoneme embedding
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d7b145a2-bfcd-4657-a864-db92f7ed2fb7 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Effective attention mechanism in dynamic models for speech emotion recognition,
Reference 15
Source-reported events for the cited work
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Observation 31555f2e-c111-478b-9a1e-364b9796a3d7 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Multimodal transformer with learnable frontend and self attention for emotion recognition,
Reference 16
Source-reported events for the cited work
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Observation 04007e6f-651a-474a-ba31-f4ff45361c37 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d9d93a3d-1382-4c1f-a520-50a97a349f2e · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 18
Source-reported events for the cited work
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Observation 49ce9a4a-afdc-4d20-acc7-d777167e1482 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations WavLM: Large-scale self-supervised pre-training for full stack speech processing,
Reference 19
Source-reported events for the cited work
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Observation b8e6a9b6-7d14-47cb-b97e-903404c352bc · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations SALMONN: Towards Generic Hearing Abilities for Large Language Models
Reference 20
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Observation 5bad9113-8d95-4f27-a1a3-14cd052698d5 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations WavLLM: Towards Robust and Adaptive Speech Large Language Model
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3447811-b9b6-4417-8a0d-10521405b4ab · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Sentiwordnet: A publicly available lexical resource for opinion mining,
Reference 22
Source-reported events for the cited work
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Observation 37643e19-2583-49fe-afe9-3064e0cf88be · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Lexicon-based methods for sentiment analysis,
Reference 23
Source-reported events for the cited work
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Observation f6aeab6a-b0fd-4378-a3b0-6a0e19ca802f · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Convolutional neural networks for sentence classification,
Reference 24
Source-reported events for the cited work
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Observation 38599d5a-c0aa-494a-9682-8b7d7cf801db · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Opinion mining with deep recurrent neural networks,
Reference 25
Source-reported events for the cited work
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Observation f94de10d-12ca-4dcf-a399-f01ae3d52001 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,
Reference 26
Source-reported events for the cited work
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Observation 60430582-59ab-4ca4-93d9-031a6dcc20dd · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Aspect-based sentiment analysis using bert,
Reference 27
Source-reported events for the cited work
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Observation be1fea05-c0a6-4952-a307-3895643a27de · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 28
Source-reported events for the cited work
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Observation e6f24913-5941-4531-8902-4544698ab002 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Exploring the limits of transfer learning with a unified text-to-text transformer,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b34c2d07-636b-45f7-bcb1-cd2c7c338514 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Sentiment Analysis in the Era of Large Language Models: A Reality Check
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f9dff2c-2cfb-4ba9-a79d-daf0c93186ac · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 628fa957-8825-452e-9b37-1576f981fcb4 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations DialogueGCN: A Graph Convolutional Neural Net- work for Emotion Recognition in Conversation,
Reference 32
Source-reported events for the cited work
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Observation 53af04c7-8f1a-45a9-9f5c-23ebba94c50a · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations EmoCaps: Emotion capsule based model for conversational emotion recognition,
Reference 33
Source-reported events for the cited work
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Observation 5f74b22b-3d8e-4c30-b979-a65fbf207f0d · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Robust speech recognition via large-scale weak supervision,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 10937777-6e3f-4a52-bf68-6b82ec5aaeeb · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Leveraging Content and Acoustic Representations for Speech Emotion Recognition
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6239004e-c073-4f25-811d-0a1009bf31e1 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Vilbert: Pretraining task-agnostic visiolinguistic represen- tations for vision-and-language tasks,
Reference 36
Source-reported events for the cited work
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Observation 07ceb723-15c5-4e72-aa22-fd10da2abb48 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations IEMOCAP: Interactive emotional dyadic motion capture database,
Reference 37
Source-reported events for the cited work
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Observation dcd13b27-cd19-4848-a278-21dae32acc67 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations,
Reference 38
Source-reported events for the cited work
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Observation cc33a720-c270-41bf-b79c-549335ee802a · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos
Reference 39
Source-reported events for the cited work
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Observation ba0b7b62-d813-4610-a861-c73c36a4113b · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7aa58c72-1264-467d-9e83-fae4e456f139 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT
Reference 41
Source-reported events for the cited work
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Observation 89ff986e-c5a6-4810-9e0d-76275c3aef26 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Emotionflow: Capture the dialogue level emotion transitions,
Reference 42
Source-reported events for the cited work
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Observation 9468b5ce-94e0-41cf-9c22-49d9cd9c4254 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Supervised adversarial contrastive learning for emotion recognition in conversations,
Reference 43
Source-reported events for the cited work
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Observation dcc564e9-e5b1-49e1-b1dc-1cd9653da385 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention
Reference 44
Source-reported events for the cited work
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Observation 9c9854e4-7106-45b2-9f96-33bac1d6c7b7 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Emotion-anchored contrastive learning framework for emotion recognition in conversation,
Reference 45
Source-reported events for the cited work
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Observation 91dcfdf9-c96e-4999-9462-bccca90ed5a5 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Multi-task self-supervised learning for robust speech recognition,
Reference 46
Source-reported events for the cited work
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Observation acc39a6f-e84f-4aa0-a71e-aecf078a4ba2 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations SUPERB: Speech Processing Universal PERfor- mance Benchmark,
Reference 47
Source-reported events for the cited work
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Observation a0e681ba-0310-4cfe-a927-27915f74f7f2 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5249a9f6-c1bc-48d7-a0d8-50eec549ae25 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 77d57589-31ed-4fac-b5c6-d910b47bf336 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Context-dependent sentiment analysis in user-generated videos,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b3afd40b-4c7d-4c1e-8f44-6d7e66da2914 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Decoupled weight decay regularization,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d27ca7da-ccad-46a4-aa13-3f5e2d22e1e7 · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Locally confined modality fusion network with a global perspective for multimodal human affective computing,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 66a9c210-d7cd-4975-a918-c3ff7f8e270a · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations M3er: Multiplicative multimodal emotion recognition using facial, textual, and speech cues,
Reference 53
Source-reported events for the cited work
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Observation 66de570d-dc6f-4aa7-b5eb-e9a92af914ca · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations DialogueTRM: Exploring multi-modal emotional dy- namics in a conversation,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7d2c6473-a9a9-47b9-8410-c9785ada2a3e · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations SMIN: Semi-supervised Multi-modal Interaction Net- work for Conversational Emotion Recognition,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 130df2fd-f238-405d-b6d9-aed2f2d9285e · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
Reference 56
Source-reported events for the cited work
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Observation 6921e8d7-6667-400a-a7e7-27feda6d958f · outbound
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2d189dd6-ead4-46ae-af79-a67e5ba7d5bf · inbound
ABHINAYA -- A System for Speech Emotion Recognition In Naturalistic Conditions Challenge LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
Reference 32
Source-reported events for the cited work
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Observation 69c4f873-9993-4f4a-9f03-b79854db2ad6 · inbound
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
Reference 21
Source-reported events for the cited work
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Observation 5b5d3e63-f6b8-439a-ab2d-f0034b509ce6 · inbound
EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
Reference 34
Source-reported events for the cited work
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Observation e0492a22-5dd2-4387-bf09-750e0ec97054 · inbound
Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
Reference 96
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.