Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:29:35.944626Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2504.15448.
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 2026-08-16T11:29:35.944626Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e3c89de9-db11-40c8-a702-c6f92d511279 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Advancements in Sentiment Analysis: A Hybrid Model Approach for Enhanced Accuracy and Interpretability,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 36059fc5-6312-40aa-a4f2-7a25fcde2d74 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT DistilRoBiLSTMFuse: An Efficient Hybrid Deep Learning Approach for Sentiment Analysis,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c4cb82ac-4216-48d2-bf91-746f3ada7b4a · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Exploring Sentiment Analysis on Social Media Texts,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a75f5ccc-a3ae-4c8a-8a74-588da0d090a7 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1172db5e-1af0-43b5-ac79-ca76c8bd3f9f · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Faces Speak Louder Than Words: Emotions Versus Textual Sentiment in the 2024 USA Presidential Election
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9ace94de-3ace-44a0-aa31-8a3337de44e2 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f2d65d0-10bf-4eb4-9084-40fb5f1377e8 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT SentiQNF: A Novel Approach to Sentiment Analysis Using Quantum Algorithms and Neuro-Fuzzy Systems
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bfebfa47-abbf-4618-8080-41cd2dad4f45 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Social Media Sentiment Analysis for Brand Reputation Management,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 23521d14-3866-40e0-9f60-2b7dd29a9508 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT An Efficient Hybrid Deep Learning Approach for Sentiment Analysis,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 479a9a51-6fec-4348-8288-2c3dcdb327da · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Aspect-Level Sentiment Analysis of Customer Reviews Based on Neural Multi-task Learning,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ef52800c-fba0-4c9f-a615-b7a821411c15 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Dynamic Sentiment Adaptation in Streaming Social Data,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a249f694-5799-46cd-b8a6-f2be9ea3c24c · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT AI-Driven Reputation Management in Global Corporations,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a1af2c69-e584-434d-9c08-ceb84386f891 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Transformers Library for Real-Time NLP,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ed04aef8-b714-4965-bfb4-a092f7e34129 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Real-Time Twitter Sentiment Corpus,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 126999aa-38c8-4106-8322-60837282a140 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Comparative Analysis of Corporate Reputa- tion Management Tools,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2bdf9a7-410e-44a1-a498-6cf91352676c · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentimental Analysis and Social Media,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1bc4a8f9-4586-43e5-a74d-9c73f0da8e2d · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Feasible Sentiment Analysis of Real-Time Twitter Data,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cb336ca7-7940-4298-85bc-1b1d38c88b89 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Multimodal Sentiment Analysis: A Survey
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57bc7a3c-06a4-4e10-95bf-e106370819e4 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Deep Neural Architectures for Social Media Sentiment Mining,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c554db57-4c20-401d-ae59-02b01367a3f8 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT 2023 Trust Barometer: Social Media Sentiment Trends,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 247015c4-1011-4cbf-a4c7-429f27bae80d · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT A Hybrid Model for Sentiment Analysis Based on Movie Review Classification,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7298f485-dce1-40ae-aff2-6f831329d640 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Attention-Based Hybrid Models for Real-Time Sentiment Tracking,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7d7b5c65-ae1f-438d-93ec-202df8f97ab7 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentiment Analysis of Russia-Ukraine Con- flict Tweets Using RoBERTa,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e1d473c5-1488-44ef-af3b-79ee8e58d32d · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT An Ensemble Multi-Layered Sentiment Anal- ysis Model (EMLSA),
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a49d0a5-f04d-40dc-be5f-880ac288cf41 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT A Review on Sentiment Analysis from Social Media Platforms,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ce6de57f-1870-4276-828a-bf1b725b899c · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Evaluating SA on Twitter to inform investment decisions,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation abd3452c-d765-449a-8119-a6037e0f9698 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentiment Analysis: Trends and Applications,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 70204107-d096-424b-bd81-ba863cbb5ac3 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT BERTweet: A pre-trained language model for English Tweets,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7cab2185-4c37-4507-a691-6eda10fbd754 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentiment Analysis in Various Domains,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4b5658e6-8550-442e-b0ae-00855cf4e880 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT The web as a significant and universal information source,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3a5ffb65-b4ec-4a27-9dab-02a0cf2c7a41 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT A Text Preprocessing Toolkit for Topic Mod- eling on Social Media Data,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 986a4bc5-5fec-40c0-af00-4a3d2384124d · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Decision support from financial disclo- sures with deep neural networks and transfer learning,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a060d93a-48f5-42cd-a521-6e1b86231b6b · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Attention-based LSTM for aspect-level sentiment classification,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 14858acf-afb5-40f5-81ee-910d711476c2 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT How to fine-tune BERT for text classification?,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 21ddae34-0e05-462a-b2da-22d1c0d901e2 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Assessing state-of-the- art sentiment models on state-of-the-art sentiment datasets,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9fc5b51f-1b61-4f0e-80e5-130f6559ecb5 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT BERT: Pre-training of deep bidirectional transformers for language understanding,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 21615b19-9257-4a1c-b7d5-d2e618fccaa2 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62a7fec5-5fea-4dc6-9d99-c93cb213bd9c · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Social sentiment sensor in Twitter for predicting cyber-attacks using ℓ1 regularization,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8c5fb580-49bd-45a5-ad99-7c57968fdef3 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT A three-stage methodology for SA on big social data,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3a3ec815-2926-409c-9387-def26f1e3706 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Brand-related Twitter sentiment analysis using feature engineering and the dynamic architecture for artificial neural networks,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 39ef99c3-1426-4d25-9668-26120d6c021b · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Enhancing deep learning sentiment analysis with ensemble techniques in social applications,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11a58d48-97e9-415f-bb4f-6cd11aee3b85 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Twitter sentiment classification using distant supervision,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5dc3ce8d-9165-41bb-b0a2-f116f45f1e61 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Global Vectors for Word Representation,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ad5dd174-7d56-4c12-b29f-bf099061bb96 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT V ADER Sentiment Analysis,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 684aec06-8ed5-4233-a85a-2eb0f7558739 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT V ADER sentiment analysis (with examples),
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 27df05a2-71c3-421a-8604-25edd39c98f5 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT V ADER: A parsimonious rule-based model for sentiment analysis of social media text,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a5395230-00e2-413e-b49f-5279611da6c8 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT What is Data Preprocessing? Key Steps and Techniques,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b237a74e-7f36-40b2-b473-eabf07a47e8b · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Text Mining and Pre-Processing Methods for Social Media Data Extraction and Processing,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e995f66f-8e82-44b9-b304-1535df56a560 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Improving SM SA by merging social indicators with textual content,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 60b77319-de09-490f-abbf-3c445ea4e18c · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT A review and theoretical analysis of data mining techniques for social media sentiment analysis,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6bfcd475-ca46-4b10-bbec-1f94d827a141 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Attention-based LSTM network for cross-lingual sentiment classification,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b84cc852-7aaa-4fd5-8410-19c4536cb3a4 · outbound
Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Unresolved cited work
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.