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Paper Citation Record · LEDGER

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media

As of 19 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2506.05107.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.05107 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:31:40.748837Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:18:23.562340Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T15:18:23.728959Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact4
  • verified fuzzy9
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c57b00ea-ad2b-450c-bdd0-1204aa9a5144 · outbound

This paper cites Social Media Misinformation and the Prevention of Political Instability and Mass Atrocities,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Social Media Misinformation and the Prevention of Political Instability and Mass Atrocities,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.131474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.633145Z digest=sha256:343d0f01951712de35b98f3b274e010e2203541ca34dc736df73a5459324561f

Observation 9cf7cdd0-ce83-45c9-9430-49097d3bf5fb · outbound

This paper cites Machine Learning Strategies for Fake News Detection,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Machine Learning Strategies for Fake News Detection,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.114266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.641115Z digest=sha256:d42072e14a9005c9b1fbe5338dae2a9e4f9e7f9ef6790582034867b669832bef

Observation 6c93aebf-d48e-43c0-92d4-7aa83f32bcb8 · outbound

This paper cites The Limits of Machine Learning Models of Misinformation,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media The Limits of Machine Learning Models of Misinformation,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.093201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.648846Z digest=sha256:28033b3f01a0be3eb996b3e5d5244409e1bd1d3e4094338e6b37a954db286c39

Observation a4b0dd52-7d58-43cf-bfde-cf900924fe60 · outbound

This paper cites A Survey on Contrastive Self-supervised Learning.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media A Survey on Contrastive Self-supervised Learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T10:31:40.656142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:31:40.656142Z digest=sha256:6a88e7375cd96afb2ac7c02c3c0cb0792a6dc3865c7d129efe2aa87de72819e1

Observation a23a86e5-3b54-4b53-b3e0-506dbdbb8c85 · outbound

This paper cites Implicit Stance Detection with Hashtag Semantic Enrichment,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Implicit Stance Detection with Hashtag Semantic Enrichment,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.072586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.665336Z digest=sha256:e55af7fec960ae7a510e755c05b4b22bd17345a4a0188f1992a490b2a5c220fe

Observation 1b561c26-ae2b-4ef6-afb4-f215ab792597 · outbound

This paper cites ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:31:40.892473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.673240Z digest=sha256:6b0f718c4d35c487ce266925847c71636ab91f3143dd5daa172b323e520a7ba4

Observation bed9685a-6706-4266-99af-4bd2f923e42c · outbound

This paper cites A Systematic Review of Machine Learning Approaches for Detecting Deceptive Activities on Social Media: Methods, Challenges, and Biases.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media A Systematic Review of Machine Learning Approaches for Detecting Deceptive Activities on Social Media: Methods, Challenges, and Biases

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:31:40.865623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.680807Z digest=sha256:ca4536d42f1dbaaaa861e041075efa3f0cac58137d4ea3d12e03bdfbc09cbd8c

Observation f6f5b87d-5fb1-41ff-82d8-ec032c4cf2e4 · outbound

This paper cites A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:31:40.835629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.688121Z digest=sha256:8660d7a41c6aab8b7d02213908eeb70cefb8065a366e1706c8dd8a541a2c7074

Observation 4a150a1b-183b-42cd-8919-98c5b27c3275 · outbound

This paper cites A Survey on Social Network’s Anomalous Behavior Detection,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media A Survey on Social Network’s Anomalous Behavior Detection,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.051259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.695351Z digest=sha256:3f8035c0a46962d5550d0a77fdeff75c84df8d73f0fc8ce93594721af76d8eb8

Observation fb177ac0-7e19-4671-9904-96d28ecff9ca · outbound

This paper cites The Spread of Low -Credibility Content by Social Bots,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media The Spread of Low -Credibility Content by Social Bots,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.027534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.702669Z digest=sha256:a972ff81a86c1dd976e5a04ff9aaafb033a0cb6caee78286ae58bfbef7172291

Observation d2f12953-5283-4864-850a-c9f9410aacf1 · outbound

This paper cites (2024) Design of Privacy - Preserving Personalized Recommender System Based on Federated Learning.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media (2024) Design of Privacy - Preserving Personalized Recommender System Based on Federated Learning

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:41.007359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.710066Z digest=sha256:2b4591b82f327bfc7f3af8b6de6c19a6bafe4ff38c6be9136edb583270d9276b

Observation 3e6f7919-a044-483f-bf65-6d7a4cebb8b3 · outbound

This paper cites Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:31:40.807978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.718206Z digest=sha256:e8874866792d6fe7b407d09ecdb3c1038d59afa113e80c9b83196da13ec21b58

Observation d837a933-722a-4dff-b0cd-e8bcffef6bff · outbound

This paper cites Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:40.987390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.726304Z digest=sha256:01961e233f58a06be93567ecb998130a748c23014c2731394c6a6e31a7c051ec

Observation 34716286-f39f-4eb5-9738-d00becadc183 · outbound

This paper cites Implicit Stance Detection with Hashtag Semantic Enrichment,.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Implicit Stance Detection with Hashtag Semantic Enrichment,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:31:40.966613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.733587Z digest=sha256:6346598260f1fa90a5de2c8083b5b87c8e1f1e6ae166b1d2ac0be049802cf0d0

Observation 5ba295f2-77e1-44b4-ad5e-cc787077665d · outbound

This paper cites an unresolved cited work.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:31:40.945460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T10:31:40.741001Z digest=sha256:da94804b864cddd4a62886cc0881a05017afdad45e827455bebec31f801b9e93

Observation e49a7f0b-573c-4e8e-9f80-621493c20437 · outbound

This paper cites an unresolved cited work.

CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T10:31:40.748837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:31:40.748837Z digest=sha256:893132566ceed77e0f7ceaa0b3a9b761e0b53f47d58e37abd08c80082af5de37

Pith citing papers

Observation 1a1fd01a-3d5f-4635-808f-796734b6ce6c · inbound

Human-AI Co-Creation: A Framework for Collaborative Design in Intelligent Systems cites this paper.

Human-AI Co-Creation: A Framework for Collaborative Design in Intelligent Systems CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media

Reference 378

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:18:23.848949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:18:23.562340Z digest=sha256:3271e3f86ca329adf7d71f769c7b35891af7e919b28c361a44f6db2c9bb9cb37