Paper Citation Record · LEDGER

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English

As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2504.17974.

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

pith.paper-citation-record.v1
2504.17974 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:31:51.879095Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:06:39.929520Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy36
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a841bb09-5c22-467b-affd-ee7392c275fe · outbound

This paper cites A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T10:31:51.629226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b72b4c30-d60e-4472-997e-088119675688 · outbound

This paper cites IEEE Intelligent systems 28(2), 15–21 (2013).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English IEEE Intelligent systems 28(2), 15–21 (2013)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.750938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8240e2b6-6fc1-49ec-9384-3b5691bb70e3 · outbound

This paper cites New Perspectives on Enterprise Decision-Making Applying Artificial Intelligence Techniques, 483–508 (2021).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English New Perspectives on Enterprise Decision-Making Applying Artificial Intelligence Techniques, 483–508 (2021)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.731774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0269fb96-8652-41fd-9562-1ed473be9ff9 · outbound

This paper cites In: Proceedings of the 2023 6th International Conference on Information Science and Systems, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 2023 6th International Conference on Information Science and Systems, pp

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.713583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2bad72fc-4097-47ce-ad03-8608f1445303 · outbound

This paper cites Mathematical Modelling of Engineering Problems12(2) (2025).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Mathematical Modelling of Engineering Problems12(2) (2025)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.696733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7f8a64fb-5324-45aa-9b0c-d97e8f801a5c · outbound

This paper cites In: Emotion Measurement, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Emotion Measurement, pp

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.678311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d4176bad-1d1e-4cb8-8a4e-a05e64a7ba37 · outbound

This paper cites EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:31:51.666353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18683d07-3f8f-4e50-ac03-0aaad3f560d6 · outbound

This paper cites In: Proceedings of the 13th International Workshop on Semantic Evaluation, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 13th International Workshop on Semantic Evaluation, pp

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.660538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 159c9a84-8e94-4806-9b24-e5ba946676a8 · outbound

This paper cites Expert Systems with Applications 225, 120078 (2023).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Expert Systems with Applications 225, 120078 (2023)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.641421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7d400893-521b-4ed8-8514-493dbedba6a9 · outbound

This paper cites Computers & Education 140, 103599 (2019).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Computers & Education 140, 103599 (2019)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.620123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1fde7f7c-ec07-45c5-873d-e9f595cdbd3c · outbound

This paper cites In: Proceedings of the 2nd Workshop on Computational Lin- guistics and Clinical Psychology: from Linguistic Signal to Clinical Reality, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 2nd Workshop on Computational Lin- guistics and Clinical Psychology: from Linguistic Signal to Clinical Reality, pp

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.602299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69236b22-5cac-4fb6-bc3e-f4f6c6108ece · outbound

This paper cites Available at SSRN 4930517.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Available at SSRN 4930517

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.576962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e864991c-1832-4f8e-8e66-179de55f6e2d · outbound

This paper cites Oxford University Press, ??? (1991).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Oxford University Press, ??? (1991)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.553633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad822751-7902-4d25-8c13-db952bef970c · outbound

This paper cites Cognition & emotion6(3-4), 169–200 (1992) 18.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Cognition & emotion6(3-4), 169–200 (1992) 18

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.534204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7291051a-4453-435c-8199-2bee6f6fae75 · outbound

This paper cites In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.515585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 501f487d-c9d7-4ed1-9205-70ec36b2f20d · outbound

This paper cites IEEE Intelligent Systems 32(6), 74–80 (2017).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English IEEE Intelligent Systems 32(6), 74–80 (2017)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.497684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ae69541f-7908-4eb1-8521-8fdef1987061 · outbound

This paper cites an unresolved cited work.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:31:52.480168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d6cc3b9-d4c4-454e-a7ad-a83b9332fa88 · outbound

This paper cites In: Pro- ceedings of the 2008 ACM Symposium on Applied Computing, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Pro- ceedings of the 2008 ACM Symposium on Applied Computing, pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.461520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 60c838bd-4ee7-4969-ac88-447d4077d684 · outbound

This paper cites In: ECAI 2020, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: ECAI 2020, pp

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.444786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7f05e5b2-35da-408c-988d-ebcbbd0475b0 · outbound

This paper cites Applied Sciences 13(6), 3983 (2023).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Applied Sciences 13(6), 3983 (2023)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.428252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43064dd6-f085-4942-b821-ba7bfff92313 · outbound

This paper cites Annual Review of Linguistics 2(1), 325–347 (2016).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Annual Review of Linguistics 2(1), 325–347 (2016)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.410767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eff0a396-d3eb-48fa-85ff-7d30074be0b6 · outbound

This paper cites In: Proceedings of the Third Workshop on Com- putational Modeling of People’s Opinions, Personality, and Emotion’s in Social Media, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the Third Workshop on Com- putational Modeling of People’s Opinions, Personality, and Emotion’s in Social Media, pp

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.394193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 07195dd7-3046-4a55-821d-fc137112b966 · outbound

This paper cites : Overview of the shared task on hope speech detection for equality, diversity, and inclusion.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English : Overview of the shared task on hope speech detection for equality, diversity, and inclusion

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.377515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 641a01d1-a70f-484b-b007-e012852ac8b4 · outbound

This paper cites In: Proceedings of the First Workshop on Language Technology for Equality, Diversity and Inclusion, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the First Workshop on Language Technology for Equality, Diversity and Inclusion, pp

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.359370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d2596da3-95b5-4590-b20c-e80ec8cbb051 · outbound

This paper cites Knowledge-Based Systems308, 112746 19 (2025).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Knowledge-Based Systems308, 112746 19 (2025)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.342581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b20c68c7-c731-48c5-bb6b-47417433e633 · outbound

This paper cites an unresolved cited work.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:31:52.326055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 536f7725-3a17-4541-a90d-5a4ace6bcaaf · outbound

This paper cites International Journal of Data Science and Analytics 14(4), 389–406 (2022).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English International Journal of Data Science and Analytics 14(4), 389–406 (2022)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.308911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9c8d7e31-2a1f-45e8-abb4-dffa404f7399 · outbound

This paper cites Journal of King Saud University-Computer and Information Sciences 35(8), 101736 (2023).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Journal of King Saud University-Computer and Information Sciences 35(8), 101736 (2023)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.291517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e76863f3-9de7-4192-a836-bd84846ae710 · outbound

This paper cites Cross-lingual transfer of multilingual models on low resource African Languages.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Cross-lingual transfer of multilingual models on low resource African Languages

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T10:31:51.966562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 305ca268-8807-45bc-a048-758d1fa67ced · outbound

This paper cites Language Resources and Evaluation 57(4), 1487–1514 (2023).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Language Resources and Evaluation 57(4), 1487–1514 (2023)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.274407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 02dbc72c-5979-4663-a818-7b823b20e7f9 · outbound

This paper cites an unresolved cited work.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:31:52.258133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5c06c500-7c14-4051-83de-39de10d31525 · outbound

This paper cites Language Resources and Evaluation (2023).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Language Resources and Evaluation (2023)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.243285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 697ecfad-1798-49e6-886a-6f78efb23d50 · outbound

This paper cites Procesamiento del lenguaje natural 71, 371–381 (2023).

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Procesamiento del lenguaje natural 71, 371–381 (2023)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.226329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2364627d-19d8-4813-bd48-3cbb0c45a88b · outbound

This paper cites In: Proceedings of the 12th Annual Meeting of the Forum for Information Retrieval Evaluation, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 12th Annual Meeting of the Forum for Information Retrieval Evaluation, pp

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.208678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36bfb454-296c-4194-9fa5-9288541170ea · outbound

This paper cites In: Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, pp

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.189119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 59cd0cea-5efa-4e07-9cb7-a0f54c50e242 · outbound

This paper cites In: Proceedings of the Second Workshop on Figurative Language Processing, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the Second Workshop on Figurative Language Processing, pp

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.170358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 92f89df9-2674-4b5c-bd89-15717ba93bdf · outbound

This paper cites In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.150756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 255900bb-7a30-434b-8efe-f754dee3d8d3 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.132429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e4e769c-92a0-4e2d-b996-b89d25d4f919 · outbound

This paper cites In: Proceedings of the Second Workshop on Figurative Language Processing, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the Second Workshop on Figurative Language Processing, pp

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.115619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7aa5cfcf-aaaa-480c-a871-8a64ec729567 · outbound

This paper cites an unresolved cited work.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:31:52.097487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 64386f57-8798-4c59-b413-d3716479cf03 · outbound

This paper cites In: The 16th International Workshop on Semantic Evaluation 2022, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: The 16th International Workshop on Semantic Evaluation 2022, pp

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.079811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6b42980a-806c-4b2e-a39c-b588ebf09a1c · outbound

This paper cites In: Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pp.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue, pp

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.060280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a56ad61-7da5-40ac-ad26-008e4bc29e40 · outbound

This paper cites GPT-4 Technical Report.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English GPT-4 Technical Report

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T10:31:51.861232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc892598-5930-4909-bf2b-eacea2ab4f14 · outbound

This paper cites an unresolved cited work.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:31:52.041677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 12cb9e2a-4544-4252-9b63-f63ff19cf2e0 · outbound

This paper cites The Llama 3 Herd of Models.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English The Llama 3 Herd of Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T10:31:51.873263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd22006b-cfde-4484-ada8-e36946599091 · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2022) 22.

Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English In: The Eleventh International Conference on Learning Representations (2022) 22

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:31:52.023974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 473e1808-b7a8-43af-87e7-b2d879f69c14 · inbound

Towards High-Level Semantic Intelligence cites this paper.

Towards High-Level Semantic Intelligence Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and English

Reference 124

Resolution: unresolved; no resolver link, observed 2026-07-31T23:06:39.929520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.