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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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.618939Z digest=sha256:727d4357ed508eb043b1176a50668634df54889aab43d996e8b0dcddea5e995b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.625532Z digest=sha256:07ca58442fde4ad21c594f7cb9531f4aff60460334792497830019d2ec589bf5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.631344Z digest=sha256:0af263415d7b36e65c925ee289f99ee1c1bfde9ce4b5a220b3e673ebcfc51ddd

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.639136Z digest=sha256:2b953fa3f1e5c8a62f799e414e2eebd7e3222c2e1624f54b3567ecc1ff4462f4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.647633Z digest=sha256:af045a7f11d79baf489ad024658c027b1f04913c7773e67f8d7f50fa2b465d0a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.660378Z digest=sha256:d8ff874c323d4e66fb104da2e08a9eb44ff0ee68e1e515fdc43854a4cbd35bb3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.667015Z digest=sha256:afc49f842796c392aa76809aa6f4252342bf0ce3dd3ff513e766e78e6f6473fb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.673105Z digest=sha256:8097bc2d711d5028658957e2fdd75f39f90f4a3929adf2ee4f1fd9c2984ce298

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.681731Z digest=sha256:82b4f6fab93c91c0c9fa42345237b10b2d8418c54350fdc97c45c52580f3e8a0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.692773Z digest=sha256:26f61e1b055413090773d4d00e952720d54e78867dde128b8a05c1a2ddb311a4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.699526Z digest=sha256:ac99065614f073124c8c88dc8014d691cabc35011cf9af965d0a652d9db64291

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.704762Z digest=sha256:77a1400301431efd206e13fd4da5b442f37c93ae187d8a454f956bccd4e263aa

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.711324Z digest=sha256:66816e7a1dbea28433f55e9e2a4b3be0ba97b2373da47e7ecc720d6182e2d9a0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.716866Z digest=sha256:19577bec75730d8a1246960c805bbd3868fc9f01e280308421a9d2961e8f63bc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.722828Z digest=sha256:06c39045225eeca41ef612d5f48e9dd13d838a34bbb7e987e16d91a10a32c94d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.728210Z digest=sha256:843cddbc96ac6b57766d156bd278ac06ac4ad15d3957c8306411cc220cf57044

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.740087Z digest=sha256:b3bddba950d66d3b0daab0261b3a4f237412b023b3cfaaa58e38278e6f58b2bc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.746341Z digest=sha256:e48e780461e46e3fccf346beaa622142d075cee3ff49b72b685d01478ecd9902

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.754350Z digest=sha256:39766ec223bb01e0e6c1631993a507b12852d90a572e421bc33c66e2ec01b09d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.759840Z digest=sha256:1a8c7dd2a433ebcc88febd77943db5ff0ad4a2c16e50ace0268758acdc3de184

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.765757Z digest=sha256:460c7c6b54d14eb19a8f1410bfeec8d01cf970cffdb618c3c8ac0e7982a6a515

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.771771Z digest=sha256:f8194e76b1be27241c404d55a72f92b977b0a80dff83e9f4f7b71de57b3e9b11

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.777210Z digest=sha256:b0f1708a08559d19abdc6b207baed21a9f6cec169bfd484cfdc2cecc944439fc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.783626Z digest=sha256:35f9d03b71b5bbe7a1575d93f60c0b659f965c7c27001345da77aaa67bf529d1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.789375Z digest=sha256:e8e9bccf4925133fe7ae1b6b7bb7ca037f0288c633e403fe0a94997dd7beca7f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.795765Z digest=sha256:aa89c30e0b908ba45d6a694e55fc6c2bb75058d479dce6d7fbc77d3f59181952

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.802390Z digest=sha256:ef77f6875cdae7c594bbeeac4b04083408f49b3ea765e03a5b4719e6db1b8ca7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.807455Z digest=sha256:156440766d6c38ef7f77f10db42fdbfa6b519d49638f1179c2732800aad35c04

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.812930Z digest=sha256:909a09fd9796098fe027cc2b360a87210149c115398b3921f24ed5fb628a954f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.817797Z digest=sha256:abad6a376af3de82b01bebed5987e7d1c27e5761d45234fe461811b0d8017457

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.823466Z digest=sha256:b4f6ad0bf9d7246fcbf3b4e279950e4f01e45605c6f6c8b3876e5c662b7665a4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.829234Z digest=sha256:969b8a4d5e2aa57af45bf7163db8f232020e7733603d4bc091719c8e8f24e582

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.838875Z digest=sha256:d66bd35137095064bbbf1e85f1223ee74ab7fc47349230e868ce82649195463e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.846253Z digest=sha256:69d89cc794f7533660755d9222a5f1c79a8f5743e782462d3079e085aa4545bf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.860899Z digest=sha256:e07dd349742b718ec1dd9559284f07b6844a1c4ac88c8289632cd84710d1907b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.866005Z digest=sha256:1c408a1b9bf1a99d935e0d8b7878841d184e4f11ce4169346609563daaa0e683

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.877509Z digest=sha256:c4988288837a0f371ed7fef3b31932a6f967b31823c467989e421dd3c0261791

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.883509Z digest=sha256:f21016ba0cdbb317be1a13741836a9737aadcb71a0ef9680368b8d17ac2a40d4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.888948Z digest=sha256:d56314c214d46f3a76377d4a182be3c382c1b2ea433b43820d698808c05db3e6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.893630Z digest=sha256:fb89e0da538928bc4739849c4678098aa64db60e5fc981124863b8b8bda254b4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.904384Z digest=sha256:7d5736177ca67d5fb35f267e74851c7315e14f9e13ef46da02e99aa58a788f21

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.909659Z digest=sha256:727111d2553af9e52ab7b3f8eeb34394505d3e8c861b0baaf32d9ed664a7a2f2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.917278Z digest=sha256:3b7a4989f4fa7a9390a0d6455d06a970ef8852b2819da6773cc94ff61eb909da

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.922639Z digest=sha256:368785c4cd0df71870b177f7fd35dc55a8b18007bb445cbc0c9afd8f4425092e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.927852Z digest=sha256:836339dcdffee066b73f4f9dca0be1f56b1d6b839fce02f2822c5abfb40b5ffc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.933501Z digest=sha256:f5269044cfdade8729efb11cd96cc531285c86af2a07e18feb61594aaaddda5f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.938700Z digest=sha256:9477f80bd699cd4ed3e113a1d21775fea40e7aa16a16bb6c1db77b1c4c3a6855

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.944626Z digest=sha256:3b5134dff86bfe0c2f3d8686e58c4416041b7330d09993ec1debf4970299ddf7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T11:29:35.898986Z digest=sha256:9b4ee7ba6db5d0b9adb456eb1f7dc512d5285910b5ebbdfa09deabfb347064cb

Pith citing papers

No inbound Pith citation observations are available.