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Paper Citation Record · LEDGER

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT

As of 22 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.

pith.paper-citation-record.v1
2504.15448 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:29:35.944626Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

52 of 52 outbound references displayed

  • verified exact3
  • verified fuzzy45
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3c89de9-db11-40c8-a702-c6f92d511279 · outbound

This paper cites Advancements in Sentiment Analysis: A Hybrid Model Approach for Enhanced Accuracy and Interpretability,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:37.067939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.618939Z digest=sha256:832790a97ef541640af91b3faa6bcfd0f7ff1265e3ff8672f6651763c5f0d4bb

Observation 36059fc5-6312-40aa-a4f2-7a25fcde2d74 · outbound

This paper cites DistilRoBiLSTMFuse: An Efficient Hybrid Deep Learning Approach for Sentiment Analysis,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:37.047861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.625532Z digest=sha256:7fdc8108bc61b9621530953b2b1390bc9273d4f4a446da6dc627f7ab11f10244

Observation c4cb82ac-4216-48d2-bf91-746f3ada7b4a · outbound

This paper cites Exploring Sentiment Analysis on Social Media Texts,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Exploring Sentiment Analysis on Social Media Texts,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:37.022570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.631344Z digest=sha256:9bcb957da1f119c5fc313d04101e84b26061190ec3fa1619aab304e767bc2713

Observation a75f5ccc-a3ae-4c8a-8a74-588da0d090a7 · outbound

This paper cites RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis.

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

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:29:36.109688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.639136Z digest=sha256:95a3b47224c9c80cf987021729a558cef3537c4bd7d5562c9580aa8d52d83c77

Observation 1172db5e-1af0-43b5-ac79-ca76c8bd3f9f · outbound

This paper cites Faces Speak Louder Than Words: Emotions Versus Textual Sentiment in the 2024 USA Presidential Election.

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

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:29:36.082987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.647633Z digest=sha256:3e08b08bc0f05be604f45f4bd479d739fbcd52b2889789a515d5947d8cf0eff3

Observation 9ace94de-3ace-44a0-aa31-8a3337de44e2 · outbound

This paper cites A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T11:29:35.653620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:29:35.653620Z digest=sha256:f98b65de521cf758332dec5dd2f4c8e8438a2eaf016907fe18c5419d39b8185d

Observation 5f2d65d0-10bf-4eb4-9084-40fb5f1377e8 · outbound

This paper cites SentiQNF: A Novel Approach to Sentiment Analysis Using Quantum Algorithms and Neuro-Fuzzy Systems.

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

Resolution
verified exact
local_arxiv, observed 2026-08-16T11:29:36.037476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.660378Z digest=sha256:076addb3bcb49116fbc0466e76908eab3a9a487ae9d077cf7d3d6820173464ff

Observation bfebfa47-abbf-4618-8080-41cd2dad4f45 · outbound

This paper cites Social Media Sentiment Analysis for Brand Reputation Management,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Social Media Sentiment Analysis for Brand Reputation Management,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.994046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.667015Z digest=sha256:bf0e2478cb0796bd691ffd168e578c0a74ec10ed0d8aa111f69d0df376a8e7b1

Observation 23521d14-3866-40e0-9f60-2b7dd29a9508 · outbound

This paper cites An Efficient Hybrid Deep Learning Approach for Sentiment Analysis,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.963287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.673105Z digest=sha256:42203865251ffa8c23e4ede62d93de8c740b42d98cca72d06884da42067d765f

Observation 479a9a51-6fec-4348-8288-2c3dcdb327da · outbound

This paper cites Aspect-Level Sentiment Analysis of Customer Reviews Based on Neural Multi-task Learning,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.941269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.681731Z digest=sha256:b9c56459a172ffa106d6454487ce95f77590aecb9c4bf84ca50430dde258dfc9

Observation ef52800c-fba0-4c9f-a615-b7a821411c15 · outbound

This paper cites Dynamic Sentiment Adaptation in Streaming Social Data,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Dynamic Sentiment Adaptation in Streaming Social Data,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.919176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.692773Z digest=sha256:10ca5f9cb4bc62f4d7a67de0449e6c9cda5543fe3353d54524725ac6be39f78e

Observation a249f694-5799-46cd-b8a6-f2be9ea3c24c · outbound

This paper cites AI-Driven Reputation Management in Global Corporations,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT AI-Driven Reputation Management in Global Corporations,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.896459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.699526Z digest=sha256:29e4a7ebb7478fdd3368a80b014ec6fa644c85c300c072c1d6545f065c275397

Observation a1af2c69-e584-434d-9c08-ceb84386f891 · outbound

This paper cites Transformers Library for Real-Time NLP,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Transformers Library for Real-Time NLP,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.867933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.704762Z digest=sha256:e42812a44e1900f5aaf0e7c761c73ec912b6894444f217c0b5b219f8f020e867

Observation ed04aef8-b714-4965-bfb4-a092f7e34129 · outbound

This paper cites Real-Time Twitter Sentiment Corpus,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Real-Time Twitter Sentiment Corpus,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.844147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.711324Z digest=sha256:d310314a86880867aa11d1845d52a3d7e7f9e080c0d7ecc839a1cacfe280e5e8

Observation 126999aa-38c8-4106-8322-60837282a140 · outbound

This paper cites Comparative Analysis of Corporate Reputa- tion Management Tools,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Comparative Analysis of Corporate Reputa- tion Management Tools,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.823935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.716866Z digest=sha256:f9839958c4831876e984d3a69dc031c5900220d20887adfaa55dde4643a2e17b

Observation e2bdf9a7-410e-44a1-a498-6cf91352676c · outbound

This paper cites Sentimental Analysis and Social Media,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentimental Analysis and Social Media,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.804116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.722828Z digest=sha256:24198f59fdf57668ec95fd8384347639f9753c72ae64e204d6225baf8fed6987

Observation 1bc4a8f9-4586-43e5-a74d-9c73f0da8e2d · outbound

This paper cites Feasible Sentiment Analysis of Real-Time Twitter Data,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Feasible Sentiment Analysis of Real-Time Twitter Data,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.786409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.728210Z digest=sha256:ad34b3448b51266683f01d65018dcbc6d0ea1d361bf6c6b9e6886f482f2b2535

Observation cb336ca7-7940-4298-85bc-1b1d38c88b89 · outbound

This paper cites Multimodal Sentiment Analysis: A Survey.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Multimodal Sentiment Analysis: A Survey

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T11:29:35.733591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:29:35.733591Z digest=sha256:382a99e397359c0ebbc43d6644fc95a760ed5b73defb0ab5643ab83c781c969d

Observation 57bc7a3c-06a4-4e10-95bf-e106370819e4 · outbound

This paper cites Deep Neural Architectures for Social Media Sentiment Mining,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Deep Neural Architectures for Social Media Sentiment Mining,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.767572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.740087Z digest=sha256:448195098e1e3b4a7205907904d8e93849b553fa52c2d678cfbd4fbaa6975b49

Observation c554db57-4c20-401d-ae59-02b01367a3f8 · outbound

This paper cites 2023 Trust Barometer: Social Media Sentiment Trends,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT 2023 Trust Barometer: Social Media Sentiment Trends,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.748693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.746341Z digest=sha256:9461137681c8282ec20a04ded411ef83423c6a0965dd84f29fda6bc2979a5c43

Observation 247015c4-1011-4cbf-a4c7-429f27bae80d · outbound

This paper cites A Hybrid Model for Sentiment Analysis Based on Movie Review Classification,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.725994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.754350Z digest=sha256:8de87279f100b6d4de8be5763c17d7a84975e7d9f04d83a723f510361d5a03e2

Observation 7298f485-dce1-40ae-aff2-6f831329d640 · outbound

This paper cites Attention-Based Hybrid Models for Real-Time Sentiment Tracking,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.700976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.759840Z digest=sha256:82d7c8e0e3d043a9447d3d2e1f54002068aa8259f16f143bdc5197296b7a9d39

Observation 7d7b5c65-ae1f-438d-93ec-202df8f97ab7 · outbound

This paper cites Sentiment Analysis of Russia-Ukraine Con- flict Tweets Using RoBERTa,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.679482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.765757Z digest=sha256:f7b2834cb834ea2255f8a21d39c356c8659a9eec6749141de46034fca5a3d99c

Observation e1d473c5-1488-44ef-af3b-79ee8e58d32d · outbound

This paper cites An Ensemble Multi-Layered Sentiment Anal- ysis Model (EMLSA),.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.654653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.771771Z digest=sha256:ecc697c56da7dae7e0f89446883106262a5b8d36e50df8fce0293fad87b8922b

Observation 0a49d0a5-f04d-40dc-be5f-880ac288cf41 · outbound

This paper cites A Review on Sentiment Analysis from Social Media Platforms,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.635203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.777210Z digest=sha256:d5df675fe41383f17f55605da78078ec89bb1357b142cc3b22167e76064bf4a6

Observation ce6de57f-1870-4276-828a-bf1b725b899c · outbound

This paper cites Evaluating SA on Twitter to inform investment decisions,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Evaluating SA on Twitter to inform investment decisions,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.615331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.783626Z digest=sha256:14f38638b74ee4c41a8abee7c3a4e71a2a31a9a00b6b84cef37627a386218d2a

Observation abd3452c-d765-449a-8119-a6037e0f9698 · outbound

This paper cites Sentiment Analysis: Trends and Applications,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentiment Analysis: Trends and Applications,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.593582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.789375Z digest=sha256:35ceffcbc3bb29dc23f5aecbcad8ac6d57a0d21583f2bda9e57ea49ad383269e

Observation 70204107-d096-424b-bd81-ba863cbb5ac3 · outbound

This paper cites BERTweet: A pre-trained language model for English Tweets,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.573620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.795765Z digest=sha256:2742d31c8126f7f40bf30ca39613033dc2d43d7094a239f6c770a749fb58f55c

Observation 7cab2185-4c37-4507-a691-6eda10fbd754 · outbound

This paper cites Sentiment Analysis in Various Domains,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Sentiment Analysis in Various Domains,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.554068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.802390Z digest=sha256:3fdad2c022283fd524134820c29c80b5f87a6c84aad521e7d6ebd74dba0cbf7c

Observation 4b5658e6-8550-442e-b0ae-00855cf4e880 · outbound

This paper cites The web as a significant and universal information source,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.536379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.807455Z digest=sha256:e348aebed769a3cc6fedfdc0bd4bae7f317c4c1cf19b975980a85420528cdfeb

Observation 3a5ffb65-b4ec-4a27-9dab-02a0cf2c7a41 · outbound

This paper cites A Text Preprocessing Toolkit for Topic Mod- eling on Social Media Data,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.517978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.812930Z digest=sha256:bc435d2dfce63210a260f5a34fffba20903ec8b638caa6475c2700a58f982458

Observation 986a4bc5-5fec-40c0-af00-4a3d2384124d · outbound

This paper cites Decision support from financial disclo- sures with deep neural networks and transfer learning,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.500549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.817797Z digest=sha256:5753fd733908e648047d359af1e9c6343c8ec0a093bbb12fbd0b29d892f0788a

Observation a060d93a-48f5-42cd-a521-6e1b86231b6b · outbound

This paper cites Attention-based LSTM for aspect-level sentiment classification,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Attention-based LSTM for aspect-level sentiment classification,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.475157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.823466Z digest=sha256:6d912173218d268fa512c67a278b58753c9187f3580c2226a6b1ffe998492157

Observation 14858acf-afb5-40f5-81ee-910d711476c2 · outbound

This paper cites How to fine-tune BERT for text classification?,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT How to fine-tune BERT for text classification?,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.457418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.829234Z digest=sha256:e387fb4ebc7b9d479d4a0e115d8d19ad15878bc8fa8724b133cedba759d6a844

Observation 21ddae34-0e05-462a-b2da-22d1c0d901e2 · outbound

This paper cites Assessing state-of-the- art sentiment models on state-of-the-art sentiment datasets,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.431986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.838875Z digest=sha256:9c2ea8deefb89d640cf5dcd3539f50a1ffcfc9f7aab40caf66c8516e3abb81d0

Observation 9fc5b51f-1b61-4f0e-80e5-130f6559ecb5 · outbound

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

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.411329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.846253Z digest=sha256:9db3181c8e17895d16f38497cc4aa33b85345a954c06d4885f664726685ba24f

Observation 21615b19-9257-4a1c-b7d5-d2e618fccaa2 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

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

Resolution
unresolved
no resolver link, observed 2026-08-16T11:29:35.854859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:29:35.854859Z digest=sha256:27c267c496ed1d3ef8bfe739e2c26ff58a4cab11f072a13c8f11a7b4bef74b0f

Observation 62a7fec5-5fea-4dc6-9d99-c93cb213bd9c · outbound

This paper cites Social sentiment sensor in Twitter for predicting cyber-attacks using ℓ1 regularization,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.396167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.860899Z digest=sha256:1de27a280882e80e7ff51df9062c21ac429bd9d243cc8c2f11d0bad3d83dc369

Observation 8c5fb580-49bd-45a5-ad99-7c57968fdef3 · outbound

This paper cites A three-stage methodology for SA on big social data,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.375037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.866005Z digest=sha256:59ac242c6e192af5151d2e3fa8f41ca547f54bbb6b1fd08b257165f6d935d9d5

Observation 3a3ec815-2926-409c-9387-def26f1e3706 · outbound

This paper cites Brand-related Twitter sentiment analysis using feature engineering and the dynamic architecture for artificial neural networks,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.356753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.877509Z digest=sha256:f79da7fc38546fbe854b57faf7cb1202be47026e2140f04d3a6290cdce9d97b8

Observation 39ef99c3-1426-4d25-9668-26120d6c021b · outbound

This paper cites Enhancing deep learning sentiment analysis with ensemble techniques in social applications,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.335232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.883509Z digest=sha256:cd6c0b52c841451563cd24f9343a82aa52f9945cd7a7b9a06223102fcf724354

Observation 11a58d48-97e9-415f-bb4f-6cd11aee3b85 · outbound

This paper cites Twitter sentiment classification using distant supervision,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Twitter sentiment classification using distant supervision,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.318284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.888948Z digest=sha256:74a7896b7c492ff2d932c745c29b1025f8ce36ffb67e40dcb285976394fb2605

Observation 5dc3ce8d-9165-41bb-b0a2-f116f45f1e61 · outbound

This paper cites Global Vectors for Word Representation,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Global Vectors for Word Representation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.296498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.893630Z digest=sha256:9923b621cb09a0b1e5c272b6257955e67d082c2809e1da18fbc4b588ddedf2b0

Observation ad5dd174-7d56-4c12-b29f-bf099061bb96 · outbound

This paper cites V ADER Sentiment Analysis,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT V ADER Sentiment Analysis,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.262818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.904384Z digest=sha256:9c65a0880f1bd1f97903e6d5db8e302aff442a4c4225e571ed2d68045e68d0c2

Observation 684aec06-8ed5-4233-a85a-2eb0f7558739 · outbound

This paper cites V ADER sentiment analysis (with examples),.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT V ADER sentiment analysis (with examples),

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.245908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.909659Z digest=sha256:a035bf7a98c8d6a59dee9602ce908622d46318326830555788460c1b1ef1704f

Observation 27df05a2-71c3-421a-8604-25edd39c98f5 · outbound

This paper cites V ADER: A parsimonious rule-based model for sentiment analysis of social media text,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.229178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.917278Z digest=sha256:b2159e299056e0e8413a9b313f4f6c4e0c5dc3bd2a1db161379b07cce70901dd

Observation a5395230-00e2-413e-b49f-5279611da6c8 · outbound

This paper cites What is Data Preprocessing? Key Steps and Techniques,.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT What is Data Preprocessing? Key Steps and Techniques,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.211226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.922639Z digest=sha256:978b96cf5fad0f050b1a96639f07a9710db716393ca3e0602bbcb27d89f7505e

Observation b237a74e-7f36-40b2-b473-eabf07a47e8b · outbound

This paper cites Text Mining and Pre-Processing Methods for Social Media Data Extraction and Processing,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.191306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.927852Z digest=sha256:02675a643d0cea37aecd6f5cce2a741973a570308c359b176a9cd4a79d4f05da

Observation e995f66f-8e82-44b9-b304-1535df56a560 · outbound

This paper cites Improving SM SA by merging social indicators with textual content,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.169626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.933501Z digest=sha256:53ebef5013039aa8062e5d055788be6d707f25e8646eafb3fc06f6750b5574c4

Observation 60b77319-de09-490f-abbf-3c445ea4e18c · outbound

This paper cites A review and theoretical analysis of data mining techniques for social media sentiment analysis,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.149436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.938700Z digest=sha256:c35d2c553e36a90f82ffd12eda3f6ace3b9b748a960dc109d1189ab2f7c818ec

Observation 6bfcd475-ca46-4b10-bbec-1f94d827a141 · outbound

This paper cites Attention-based LSTM network for cross-lingual sentiment classification,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:29:36.128220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.944626Z digest=sha256:56d29c16087b4e8d03f2e431ef2e6024f2c72b981261c23df9645b629dde6074

Observation b84cc852-7aaa-4fd5-8410-19c4536cb3a4 · outbound

This paper cites an unresolved cited work.

Visualizing Public Opinion on X: A Real-Time Sentiment Dashboard Using VADER and DistilBERT Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:29:36.278747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-16T11:29:35.898986Z digest=sha256:f3a21c15639b37e08d83999e220c6362e331c48533a7d5a26d6fe860c0be36a7

Pith citing papers

No inbound Pith citation observations are available.