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Paper Citation Record · LEDGER

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

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.

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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.618939Z digest=sha256:ca229968aa5ea9acc2bd9eb4cb658b654bf56e25b0bf025c7f3675bb4829c23c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.625532Z digest=sha256:2e33e83a331c187bb7a74a361fa8e475d8b73b864bed84e42c1ef939db1d99ce

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.631344Z digest=sha256:03c66f40295e49d9b6506ebc37db73d52bdd36ed0c2711c28e0607425873e853

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.639136Z digest=sha256:e1453b34af4d825aeddfd4aab3b818b635c7c9e76c11c5abb1b8554a1d81c58c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.647633Z digest=sha256:916f179cf98b3c8771910ff017f94ecf3b31d5e1328d6fb7e263c1e2878c5a47

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.660378Z digest=sha256:8e43950b5bb97e2e61114e3dab6a8174f36056eb6529dfdf7b9c2205da452ba1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.667015Z digest=sha256:ff844870fdbd1a9d94140b361f3065f7ac9319d4678de4cb0593065e1b037bbf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.673105Z digest=sha256:6d139475d54a94ad27b5d3bc0e6a9f2f3c8aa3ec349131b8ef39d4a969a6e365

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.681731Z digest=sha256:b3cf2e0f067b6b5390652d83ec8e6ba1bd9b17b543085b9a48fc550c1de5649a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.692773Z digest=sha256:9d633ab1f25b7d092ff3a78a26d0e7b762c486bf8afdc36baae7cca700c69245

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.699526Z digest=sha256:6a2be36c803dde552fdefce82d5956708f5d33c01dc8f87acc2015cd7d135082

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.704762Z digest=sha256:00255ec3bd3090ba17c5a59415ffcddfbf102dfd77c5cb368f45b89ab37094ae

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.711324Z digest=sha256:ad6bb1abcf59ff995d3f5e878218c711e78d2651d7f86de78c38e9a4e0050a62

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.716866Z digest=sha256:3c7e08e90e48717551312cd0f613e4419d77b259a3e602f7ea9f5cbed3a1f87e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.722828Z digest=sha256:2b4c2d7ca186a1321588473e37cbce08a2a23bc35cf634d401096e3d5ce1e353

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.728210Z digest=sha256:e2d7ce0b553799e58018e0514bb28ecdfc0caee57ac04007d7d7a6d33c59da36

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:dc1223bf27e32d82c82c3065c68e0415f684e2b3469123421d6dc798527d2f2e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.740087Z digest=sha256:945ad2dc012ff956c739cbca7a6854722d81a854e6a09bd73bafe76ffa04fab8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.746341Z digest=sha256:c9d1eff778874db99641e08bf0a204f6cca4b577aa10e5f5f0253e6049086db5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.754350Z digest=sha256:f19b24e3df96cd46d1b07164f00f4b7bac1cfaf214b0e9045379b26aa2221102

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.759840Z digest=sha256:2e506c518281ac43764e22765a75c3b6c494151d773bec18b7c787f44092f61b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.765757Z digest=sha256:f8aba059598400b23f364a064c255e559867b6937dff43d8fc225f0fb28b019b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.771771Z digest=sha256:1908ef011ade679f99b8f34d7ac3f045f003cead50229ba6f8018e3a8e1ca9ea

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.777210Z digest=sha256:188db2f547f5df3ec648a462cae282d7614a16353ea2e992572b3b6035cff57d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.783626Z digest=sha256:36ebadd355b5c2a45e2fc392a0e9c3bd334b70ddae55f9350f5bcfd38438bc42

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.789375Z digest=sha256:c544e66c521e7c064cdc257a0f9cd958930085da9d4a4586382c73fa82ace7cf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.795765Z digest=sha256:be2f5a5ee8733d1bbe353d98beaf7f199222048f03a300f254dd92e2b3d1ad86

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.802390Z digest=sha256:a2889d612d800e47994eb6fa00f33970c1ba9f1d6f800e647f6ad42629f624c4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.807455Z digest=sha256:fd6ad1381be71c888bab9f0cb212cbf2e399574a011c498087f644262f0245e0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.812930Z digest=sha256:6bb9e54e6b86f7875d1f2ec0f7fb15cb4755083164a4b518e6f9a6bb31852b00

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.817797Z digest=sha256:3e2cb253d9f3c74db9db60630b6077ca3de6753ed95f207cad449457e2dedcf0

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.823466Z digest=sha256:16116aaee2b95d1aca04f484892499de4f27be852b0dc11cbe30c342b0cf2e85

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.829234Z digest=sha256:f29b5fb049fb9170d4da5047dd438118d3465d66a8606b70a1fc30588b44bc87

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.838875Z digest=sha256:a3069eed8a0e00f472e6ab5ab6f32fe1272e93160901f06378077356a1c0aa3e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.846253Z digest=sha256:460fdc208e74e13d309d30f04c970248ebcaa2ed09eb9d8bb1e4bf0ea486defe

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.860899Z digest=sha256:84da87fd4ba36dc18a0d91b32159fb35681b2c1a2a7c2930a2594fc88db0a924

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.866005Z digest=sha256:e50f4480211b0189b63ae67de34003524e518766c650323abe7d4d596446f3e4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.877509Z digest=sha256:515aea86f44ecfd921a56209cfd2fda3e8551b7e9142c797fbba485a8af484b3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.883509Z digest=sha256:69ced2bdd157e94c6ec58cc7b021fa9d30fe5a8c71f695a9756faa872fced4aa

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.888948Z digest=sha256:773494e82eefbee7a92658ca700c6fcbc532184b85c28ecbf906957b737a3460

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.893630Z digest=sha256:12167377b5876063049b53b8f7651cd92638bc7ba8ebc4b34d0fa8d54fccedc9

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.904384Z digest=sha256:9a4597eb5b9f4077542042988d285f642cfaf77e0215b13cb1b815a4f19e9f13

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.909659Z digest=sha256:c09ebc28b9629a97588e7065ed05f34a4c99fcfcf25ac295f826a2df95919b42

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.917278Z digest=sha256:b6539c3778923da5ccfcdcebe2cf0ff73edf2fba6bf4d43570a6c2bbef58da10

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.922639Z digest=sha256:85c2be8afb9deffccf10fec8630362b9971c6c5466458a1ee175cd535ee75503

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.927852Z digest=sha256:ced6cf666a27b60fb65207a4df3fe7996cf840042bd53b281ed19954d85d67a5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.933501Z digest=sha256:a7db34a297aeafaedecd8cc1e03851fc7366973e2a41c8a4aadb85e346bc0e08

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.938700Z digest=sha256:1f6f8690bbc125cd66f0896ca1b68d4077107712c728f1137f9520c0050fa60e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.944626Z digest=sha256:f2dbe027b2a072c2bfc65f11d92e3cb6096ede803576f1f1a05370639e59f1bb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:29:35.898986Z digest=sha256:bf12caa00fa48ca417982e8fd4011058685722bcc6ebc5529750618867b17c97

Pith citing papers

No inbound Pith citation observations are available.