A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects | Paper Citation Record

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Causal Effect Identification in Uncertain Causal Networks

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz-Rodríguez, and Francisco Herrera

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This paper cites Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Longformer: The Long-Document Transformer

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Causal Knowledge Extraction from Scholarly Papers in Social Sciences

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Observation efeb72cc-d63e-45ca-b1f0-ec5942d324cb · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 66

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b31ca2-5dd0-41bf-8daa-2508b4bf4d00 · outbound

This paper cites an unresolved cited work.

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Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.759467Z

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Unavailable: canonical work link unavailable.

Observation 3fdee458-74d1-4d8d-a4ce-fb78df6614cd · outbound

This paper cites an unresolved cited work.

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Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.762777Z

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Unavailable: canonical work link unavailable.

Observation 893df56a-1a67-44c7-8743-906762f5a2f2 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.765976Z

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Unavailable: canonical work link unavailable.

Observation fb9011ce-4bb6-49ce-a82c-97649e71b965 · outbound

This paper cites an unresolved cited work.

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Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.769040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aef4b89-0949-483c-aae6-3fd1406a1ec7 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.773333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec9da23-f169-44c7-90a9-b0af077378de · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.776910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b0cf13-0b4c-4222-9dec-b2b5d603c06c · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.780854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c7c7739-55d1-4a0b-bd19-edb4d8fee9d1 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.785585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4b29874-e997-403b-9cc2-6b3d87d87c0d · outbound

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Ahsanul Kabir, AlJohara Almulhim, Xiao Luo, and Mohammad Al Hasan

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.789346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c73279c8-7cd6-4332-abca-9194bd6f45e8 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.792964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb0500a-2e3d-4a20-9119-6478328eb281 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.796652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2dc8f0b-0a8a-42c4-9c04-e3c8161f55f5 · outbound

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.800026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b422acc9-93d1-4422-a3a1-9952ce134b74 · outbound

This paper cites Causal BERT : Language models for causality detection between events expressed in text.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Causal BERT : Language models for causality detection between events expressed in text

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.804358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b976032-564e-4c7b-9cd8-96da0ea9d230 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.808445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d9065b-dd7d-48ea-b76a-c23bbb5adaa5 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.812099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8068b82f-bceb-4c9f-847f-22d2df7bf850 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.815828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 324a0077-5004-48fb-96c1-d5d4bcda3f4d · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Semi-Supervised Classification with Graph Convolutional Networks

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.819572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a126b240-1b5a-4161-87a3-8cab887b8780 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.823496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff40873e-be85-4f54-a663-412cdcb0f779 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.827112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca63eb51-123a-4d9a-9f85-5f64872d5f8b · outbound

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A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.830147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9885bc23-be8b-4b21-8cdc-e734b9a5afe1 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.833549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2f9b5e-f68b-497f-9f52-34cae08310ab · outbound

This paper cites Flynn, René Vidal, Austin Reiter, and Gregory D.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Flynn, René Vidal, Austin Reiter, and Gregory D

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.836670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70acdafd-3f70-4d1a-934a-ba15d6fc5c6f · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.840042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dece618c-786c-4510-ad2c-af3fb35172f9 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.843664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a863834-13c5-46b2-b5f7-2645e62caea4 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.846814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca4e0bda-b0d2-4e32-82d8-bd1b2d99f23c · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.850105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40a1c5ab-f9cf-42f6-bf2c-7dd1b9923764 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.853753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41716f3d-29e3-41ae-b1f8-41e0d42baae2 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.857582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3afc44f1-e8f9-4f87-ad54-41ca6f9f85ca · outbound

This paper cites CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.861147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2542da-e0f5-4ec4-9c33-251730ee9d85 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.865101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25e90f1e-7792-46c4-b3a6-0dfce90abf31 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.868865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1e5b82-81c6-4293-99bc-2a56b8328703 · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.872094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cabc407-eddf-438c-b635-32d06d2935db · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.875907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d56bd134-9d50-4a71-8ddb-a253e368804c · outbound

This paper cites an unresolved cited work.

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-12T19:44:39.879583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers