Paper Citation Record · LEDGER

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

As of 7 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2506.02350.

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

pith.paper-citation-record.v1
2506.02350 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:29:55.212922Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:14:29.189863Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T08:16:06.719696Z

Reference resolution

71 of 71 outbound references displayed

verified exact2
verified fuzzy51
unresolved16
parse uncertain1
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5458b7fa-cfee-471f-9161-4c73ccde942e · outbound

This paper cites Out of one, many: Using language models to simulate human samples.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Out of one, many: Using language models to simulate human samples

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:51.472420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabc5e8c-7aa6-431a-83bb-52b9d346700f · outbound

This paper cites Fast-detectgpt: Efficient zero-shot detection of machine-generated text via conditional probability curvature.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fast-detectgpt: Efficient zero-shot detection of machine-generated text via conditional probability curvature

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.302904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2e761db-26a7-4bb7-8606-4f9d125bae35 · outbound

This paper cites Fakingrecipe: Detecting fake news on short video platforms from the perspective of creative process.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fakingrecipe: Detecting fake news on short video platforms from the perspective of creative process

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.289299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 87bdcfee-66f5-499b-9de6-a4994944edde · outbound

This paper cites Automatically identifying fake news in popular twitter threads.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Automatically identifying fake news in popular twitter threads

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.274584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9e6b9e9-6935-4e40-a0c0-12055400dcbb · outbound

This paper cites Can llm-generated misinformation be detected? In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11,.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Can llm-generated misinformation be detected? In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.261642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d4106368-e400-4bdc-96ea-85f5dd240ecb · outbound

This paper cites Complex claim verification with evidence retrieved in the wild.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Complex claim verification with evidence retrieved in the wild

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.238597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 077c2e29-7f85-4b34-82bf-11023d012b65 · outbound

This paper cites Fine-grained analysis of propaganda in news article.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fine-grained analysis of propaganda in news article

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.224421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41bda6b0-51f0-4648-b1d7-285e647ed6a4 · outbound

This paper cites Semeval-2017 task 8: Rumoureval: Determining rumour veracity and support for rumours.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Semeval-2017 task 8: Rumoureval: Determining rumour veracity and support for rumours

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.210304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4620acc9-e693-4289-a3d0-3769345695bb · outbound

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

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.024601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac0c2a5d-4e22-4f3e-85ac-77d2b798b300 · outbound

This paper cites Unveiling implicit deceptive patterns in multi-modal fake news via neuro-symbolic reasoning.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Unveiling implicit deceptive patterns in multi-modal fake news via neuro-symbolic reasoning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.186405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd56379a-cbde-41aa-a752-78eeeb1f2b14 · outbound

This paper cites Debiasing graph neural networks via learning disentangled causal substructure.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Debiasing graph neural networks via learning disentangled causal substructure

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.172318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 855f6dbb-890b-410b-b954-ad099f96e083 · outbound

This paper cites Shortcut learning in deep neural networks.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Shortcut learning in deep neural networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.211262Z

Source-reported events for the cited work

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Observation 65f5fe9c-cca1-4cad-b3ae-3d86f9b9d6a9 · outbound

This paper cites Heterogeneous graph reasoning for fact checking over texts and tables.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Heterogeneous graph reasoning for fact checking over texts and tables

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.149855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 04daa853-fc02-49e0-b537-878fa5922363 · outbound

This paper cites The Llama 3 Herd of Models.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection The Llama 3 Herd of Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.318357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3017c904-c0b5-496a-94d2-1f9f824e772f · outbound

This paper cites Public wisdom matters! discourse-aware hyperbolic fourier co-attention for social text classification.Advances in Neural Information Processing Systems, 35:9417–9431, 2022.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Public wisdom matters! discourse-aware hyperbolic fourier co-attention for social text classification.Advances in Neural Information Processing Systems, 35:9417–9431, 2022

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.134968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 38db2277-4acc-4666-befd-8a659bcffdbd · outbound

This paper cites Language models hallucinate, but may excel at fact verification.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Language models hallucinate, but may excel at fact verification

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.120987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78570a32-b251-43bb-8e3e-ed637645c48a · outbound

This paper cites On calibration of modern neural networks.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection On calibration of modern neural networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.500702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e2a279-4104-4889-b4e6-eba6ce41ecb2 · outbound

This paper cites Applying automatic text summarization for fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Applying automatic text summarization for fake news detection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.098711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a7b475e-c590-4dd7-b62e-17d6ed375037 · outbound

This paper cites Anti-vax: a novel twitter dataset for covid-19 vaccine misinformation detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Anti-vax: a novel twitter dataset for covid-19 vaccine misinformation detection

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.084199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3f7e86a-642c-44b3-a2c0-4cc8f1476a5c · outbound

This paper cites Deberta: decoding-enhanced bert with disentangled attention.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Deberta: decoding-enhanced bert with disentangled attention

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.069863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 299b7691-f546-4c94-8b17-b4da637ac75e · outbound

This paper cites Bad actor, good advisor: Exploring the role of large language models in fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Bad actor, good advisor: Exploring the role of large language models in fake news detection

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.055609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1957144a-9ceb-4033-a972-5c3ad0d9557d · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:52.780722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87abd5b-a34e-4989-9b20-6f78fcd0552f · outbound

This paper cites Fake news classification based on subjective language.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fake news classification based on subjective language

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.033317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ded3ce3b-2c2c-434f-b7cd-2297d210a34f · outbound

This paper cites Mistral 7B.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Mistral 7B

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:53.111237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615494dc-af93-4d0e-9c90-9f42a3e221b1 · outbound

This paper cites Hale, and Rada Mihalcea.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Hale, and Rada Mihalcea

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:56.019261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 022dd008-e25c-486a-9d3e-384c952079a1 · outbound

This paper cites Natural questions: a benchmark for question answering research.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Natural questions: a benchmark for question answering research

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf3d34bf-2d50-426e-ae07-3cdd7bfbed45 · outbound

This paper cites Coco: an annotated twitter dataset of covid-19 conspiracy theories.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Coco: an annotated twitter dataset of covid-19 conspiracy theories

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.995972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62ba3072-e530-4965-b347-c620ef16ce9c · outbound

This paper cites Autobencher: Towards declarative benchmark construction.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Autobencher: Towards declarative benchmark construction

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.981784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4cc904e-4f3c-4258-ae0a-e95652e0ffd6 · outbound

This paper cites Mcfend: A multi-source benchmark dataset for chinese fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Mcfend: A multi-source benchmark dataset for chinese fake news detection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.967012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8765e8c0-77d3-4a9b-a508-ab70f5337b28 · outbound

This paper cites Cfever: A chinese fact extraction and verification dataset.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Cfever: A chinese fact extraction and verification dataset

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.952788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2c063a8-28d1-4feb-8bba-2ee3a4e89728 · outbound

This paper cites Stream- ingqa: A benchmark for adaptation to new knowledge over time in question answering models.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Stream- ingqa: A benchmark for adaptation to new knowledge over time in question answering models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.937689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 77dc5525-1e1e-41d4-9f1d-ac100d9f1e10 · outbound

This paper cites Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.081659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a3373ba-1d1f-4f6f-a32b-afcaa1148bf1 · outbound

This paper cites MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.085993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14cf0eb0-7633-45ad-b785-f89b8079d96b · outbound

This paper cites Raemollm: Retrieval augmented llms for cross-domain misinformation detection using in-context learning based on emotional information.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Raemollm: Retrieval augmented llms for cross-domain misinformation detection using in-context learning based on emotional information

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:29:55.414125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a30f4826-e46c-4559-a789-3396564b1feb · outbound

This paper cites Fighting fire with fire: The dual role of llms in crafting and detecting elusive disinformation.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fighting fire with fire: The dual role of llms in crafting and detecting elusive disinformation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.921225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0bb5d47f-88fa-44f2-9720-cbbe8575f10b · outbound

This paper cites Rumor detection on twitter with tree-structured recursive neural networks.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Rumor detection on twitter with tree-structured recursive neural networks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.906504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2340fc96-4e7a-4525-9934-049dffd63752 · outbound

This paper cites A survey on bias and fairness in machine learning.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection A survey on bias and fairness in machine learning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.239853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f0ddf9-c95a-47da-88c2-8c6e508e7eee · outbound

This paper cites Detectgpt: Zero-shot machine-generated text detection using probability curvature.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Detectgpt: Zero-shot machine-generated text detection using probability curvature

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.882714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c7b1c0a-d256-48f5-aad5-07d33007fa5c · outbound

This paper cites Mteb: Massive text embedding benchmark.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Mteb: Massive text embedding benchmark

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.868267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88fdafce-ae87-4ef0-b014-ab7ef0f424c2 · outbound

This paper cites Training language models to follow instructions with human feedback.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Training language models to follow instructions with human feedback

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.456435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3ab59aa-be56-4e87-86cc-12f881ad4d58 · outbound

This paper cites Enhancing society- undermining disinformation detection through fine-grained sentiment analysis pre-finetuning.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Enhancing society- undermining disinformation detection through fine-grained sentiment analysis pre-finetuning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.846010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88737716-bf3a-49af-ae3c-41c6ecfec165 · outbound

This paper cites On the risk of misinformation pollution with large language models.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection On the risk of misinformation pollution with large language models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.589372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40e289d-2963-4987-9c42-16725fa8baee · outbound

This paper cites Automatic detection of fake news.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Automatic detection of fake news

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.824151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ebe0f574-b67c-42da-b2bc-957d98f0bbd1 · outbound

This paper cites Gpt-generated text detection: Benchmark dataset and tensor-based detection method.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Gpt-generated text detection: Benchmark dataset and tensor-based detection method

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.811094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39fdd563-9459-407b-abdf-ed7522f3f96f · outbound

This paper cites Language models are unsupervised multitask learners.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Language models are unsupervised multitask learners

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:54.641258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02a53116-93e3-4587-8207-016fe728711e · outbound

This paper cites Coedit: Text editing by task- specific instruction tuning.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Coedit: Text editing by task- specific instruction tuning

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.786858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 275392b4-e702-4464-8558-f5c6e3b9529a · outbound

This paper cites A domain adaptive graph learning framework to early detection of emergent healthcare misin- formation on social media.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection A domain adaptive graph learning framework to early detection of emergent healthcare misin- formation on social media

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.771272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d2b978fe-cae3-4abe-97ca-56219011438a · outbound

This paper cites Zoom out and observe: News environment perception for fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Zoom out and observe: News environment perception for fake news detection

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.756203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a36e8adf-d819-47c3-982e-a4e03cf775d7 · outbound

This paper cites Causality guided disentanglement for cross-platform hate speech detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Causality guided disentanglement for cross-platform hate speech detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.740972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 35fbf066-72ad-4c14-9409-d924e0309fde · outbound

This paper cites Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.727268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9cbaaf80-b822-44de-bb9d-884bbbc0c590 · outbound

This paper cites Embracing domain differences in fake news: Cross-domain fake news detection using multi-modal data.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Embracing domain differences in fake news: Cross-domain fake news detection using multi-modal data

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.712196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 982400f6-0302-4f80-af9c-0d510629fcf4 · outbound

This paper cites Recursive deep models for semantic compositionality over a sentiment treebank.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Recursive deep models for semantic compositionality over a sentiment treebank

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:55.126968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9f7dfd-bd83-4713-84a6-a3941d1dca4e · outbound

This paper cites Fake News Detectors are Biased against Texts Generated by Large Language Models.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fake News Detectors are Biased against Texts Generated by Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:55.131429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b8e29f-4365-4e49-bf75-be7e70923bcf · outbound

This paper cites Hg-sl: Jointly learning of global and local user spreading behavior for fake news early detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Hg-sl: Jointly learning of global and local user spreading behavior for fake news early detection

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.690244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21490465-9fa8-42bd-a90f-088047102a61 · outbound

This paper cites Deepfake video detection via facial action dependencies estimation.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Deepfake video detection via facial action dependencies estimation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.677526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 91d0777c-5382-457f-b9da-0a647cfb57e7 · outbound

This paper cites On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:29:55.260847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9018b0b-f9f0-4505-aeee-ed52f8319ebe · outbound

This paper cites Explainable fake news detection with large language model via defense among competing wisdom.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Explainable fake news detection with large language model via defense among competing wisdom

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.664304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f30aa8c8-bc94-4ae2-a18b-17b3c2b768d5 · outbound

This paper cites Fake news in sheep’s clothing: Robust fake news detection against llm-empowered style attacks.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Fake news in sheep’s clothing: Robust fake news detection against llm-empowered style attacks

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.649756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 90707c2c-fc39-41ea-875e-a8fc6869a088 · outbound

This paper cites Probing spurious correlations in popular event-based rumor detection benchmarks.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Probing spurious correlations in popular event-based rumor detection benchmarks

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.635484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 24234df6-cdad-4f3c-92bb-820dead93b28 · outbound

This paper cites Msynfd: Multi-hop syntax aware fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Msynfd: Multi-hop syntax aware fake news detection

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.622322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5804a9d7-2221-4ca1-a015-fbe7f3624837 · outbound

This paper cites Harnessing network effect for fake news mitigation: Selecting debunkers via self-imitation learning.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Harnessing network effect for fake news mitigation: Selecting debunkers via self-imitation learning

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.609626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1663aa7e-3772-4f7e-b3f8-e86f9941087c · outbound

This paper cites Wsdms: Debunk fake news via weakly supervised detection of misinforming sentences with contextualized social wisdom.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Wsdms: Debunk fake news via weakly supervised detection of misinforming sentences with contextualized social wisdom

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.595582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd42eb4d-d147-45e0-8b7d-0872b405aff1 · outbound

This paper cites Llm-enhanced multiple instance learning for joint rumor and stance detection with social context information.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Llm-enhanced multiple instance learning for joint rumor and stance detection with social context information

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.581168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68ee37d0-25bb-41b5-a2a2-e90da207e312 · outbound

This paper cites Gamc: an unsupervised method for fake news detection using graph autoencoder with masking.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Gamc: an unsupervised method for fake news detection using graph autoencoder with masking

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.567731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0ed016f-2a16-4225-a5e3-3f93e4342bbe · outbound

This paper cites Contrastive domain adaptation for early misinformation detection: A case study on covid-19.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Contrastive domain adaptation for early misinformation detection: A case study on covid-19

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.554693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 82e5d973-518f-4e16-a0d6-898d3deaa4f8 · outbound

This paper cites Escnet: Entity-enhanced and stance checking network for multi-modal fact-checking.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Escnet: Entity-enhanced and stance checking network for multi-modal fact-checking

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.539583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a7bb00b-b548-4928-9dc0-91f2a4108673 · outbound

This paper cites Reinforced adaptive knowledge learning for multimodal fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Reinforced adaptive knowledge learning for multimodal fake news detection

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.525080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61e3e946-b246-4ccf-8a71-e0cbdf7e0355 · outbound

This paper cites Mining dual emotion for fake news detection.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Mining dual emotion for fake news detection

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.510594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a534180-3edf-4ab6-8146-d432a4b94258 · outbound

This paper cites A survey of fake news: Fundamental theories, detection methods, and opportunities.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection A survey of fake news: Fundamental theories, detection methods, and opportunities

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:29:55.496512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c96dada-2c37-4f14-aced-e8ea2d9a1de7 · outbound

This paper cites When”, “Where.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection When”, “Where

Reference 70

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:29:55.482101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7d8acaff-837e-4780-acc7-1e536b1734ca · outbound

This paper cites an unresolved cited work.

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection Unresolved cited work

Reference 2024

Resolution: parse uncertain; no resolver link, observed 2026-08-07T11:29:51.760630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2cd0a888-74c9-47ca-b70e-589ee3855359 · inbound

Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation cites this paper.

Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-18T08:16:06.722128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b89e70b3-f9f2-4f1b-ace3-be5cc32ac9dc · inbound

Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation cites this paper.

Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T10:14:29.189863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.