Paper Citation Record · LEDGER

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

As of 7 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 25 inbound Pith citation observations for arXiv:2104.08773.

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

pith.paper-citation-record.v1
2104.08773 v4

Coverage vector

measured 100 of 107 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T01:57:29.380571Z

measured 125 of 125 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 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:17.497249Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 107 outbound references displayed

verified exact14
verified fuzzy50
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch8

External citation measurements

730
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a8563a63-62e9-477f-8b2f-de50167d4d73 · outbound

This paper cites Proceedings of EMNLP , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP , pages=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.763749Z

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 52e0bb47-7670-4b14-93ed-41ea4f7f2139 · outbound

This paper cites Proceedings of NeurIPS , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of NeurIPS , volume=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.770919Z

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 6cb734d7-dc8d-4097-90a6-3f44765fc9f0 · outbound

This paper cites 1960 , publisher=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions 1960 , publisher=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.774534Z

Source-reported events for the cited work

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Observation b1c61b51-0cf4-4c58-856c-c51d8647ccab · outbound

This paper cites EMNLP , year=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions EMNLP , year=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.778577Z

Source-reported events for the cited work

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Observation f275907d-44cb-4db5-b881-a81b318b6757 · outbound

This paper cites Unsupervised Data Augmentation for Consistency Training , url =.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unsupervised Data Augmentation for Consistency Training , url =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.781819Z

Source-reported events for the cited work

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Observation 765f9c84-8a14-46b3-a998-31a38e398c39 · outbound

This paper cites AI Magazine , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions AI Magazine , volume=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.784787Z

Source-reported events for the cited work

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Observation 2187ae1d-a253-42f7-b888-228eeed57593 · outbound

This paper cites Proceedings of NAACL-HLT , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of NAACL-HLT , pages=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.788259Z

Source-reported events for the cited work

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Observation e9f1f171-768a-4a75-aea8-29e92c798fb1 · outbound

This paper cites Logan IV and Eric Wallace and Sameer Singh , title =.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Logan IV and Eric Wallace and Sameer Singh , title =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.791921Z

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 a24eee9d-621a-4f55-bdf7-6ead05c63a3f · outbound

This paper cites Neural Data Augmentation via Example Extrapolation.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Neural Data Augmentation via Example Extrapolation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.492862Z

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 0feeef61-8951-439a-babd-3dd803cf5b7f · outbound

This paper cites The Natural Language Decathlon: Multitask Learning as Question Answering.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions The Natural Language Decathlon: Multitask Learning as Question Answering

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:57:29.559951Z

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 f2aa1b6d-f489-4120-a7f9-15405eb772da · outbound

This paper cites 2019 , url=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions 2019 , url=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.795187Z

Source-reported events for the cited work

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Observation 342031d3-f5af-43f7-b8d7-0607f6be8981 · outbound

This paper cites Unsupervised Commonsense Question Answering with Self-Talk.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unsupervised Commonsense Question Answering with Self-Talk

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:57:29.539473Z

Source-reported events for the cited work

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Observation 16dff007-2f91-4d45-9070-e109f4612323 · outbound

This paper cites Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.553886Z

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 7ad7167a-0b6c-4547-81a2-048e36dc2e97 · outbound

This paper cites Journal of instructional development , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Journal of instructional development , volume=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.798739Z

Source-reported events for the cited work

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Observation 8543792e-2e95-4428-b62b-32b9bc96da80 · outbound

This paper cites GPT Understands, Too.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions GPT Understands, Too

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.423919Z

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 a84ec4fd-3f1e-40e4-a07c-70e0ac1a6e85 · outbound

This paper cites Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.432660Z

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 e79e6dea-afac-40fa-93c7-4704a1ac093b · outbound

This paper cites It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.438331Z

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 c3673821-bd27-457e-a0dc-11ed02b98b5b · outbound

This paper cites Plug and Play Language Models: A Simple Approach to Controlled Text Generation.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Plug and Play Language Models: A Simple Approach to Controlled Text Generation

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:57:29.444860Z

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 b440f7fa-d86a-497c-90b7-078746bf0c51 · outbound

This paper cites Improving and Simplifying Pattern Exploiting Training.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Improving and Simplifying Pattern Exploiting Training

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.465443Z

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 b4d897df-2d78-4663-97d6-e0014ea9d4ae · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:57:29.484305Z

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 aed11d53-4d66-434f-abc0-7c34cff62763 · outbound

This paper cites Proceedings of the IEEE/CVF , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of the IEEE/CVF , pages=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.802713Z

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 eb41966b-211c-42fe-badf-fda1338307c9 · outbound

This paper cites PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:57:29.499816Z

Source-reported events for the cited work

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Observation b17c5d72-e9ae-4b0a-b70a-846095c19ca5 · outbound

This paper cites Proceedings of NAACL , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of NAACL , pages=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.806919Z

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 f163b72a-c415-4949-a677-b29ee80763c0 · outbound

This paper cites OpenAI blog , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions OpenAI blog , volume=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.811013Z

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 22ab12f9-4b75-4034-9778-66f1eca1a9ab · outbound

This paper cites Proceedings of the 31st International Conference on Neural Information Processing Systems , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of the 31st International Conference on Neural Information Processing Systems , pages=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.815723Z

Source-reported events for the cited work

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Observation 8f227662-cddc-42db-ad08-d0478e031a82 · outbound

This paper cites Proceedings of workshop on evaluation metrics and system comparison for automatic summarization , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of workshop on evaluation metrics and system comparison for automatic summarization , pages=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.819028Z

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 b7e5a74b-d6ac-4a3a-a816-43123385e1f2 · outbound

This paper cites Proceedings of the 2nd Workshop on Machine Reading for Question Answering , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of the 2nd Workshop on Machine Reading for Question Answering , pages=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.822633Z

Source-reported events for the cited work

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Observation ea379c20-c491-4be9-bd0e-123469726416 · outbound

This paper cites Proceedings of ECCV , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ECCV , pages=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.826132Z

Source-reported events for the cited work

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Observation 4ff8d61b-41e6-4866-ba68-8c193ed8e5e0 · outbound

This paper cites 2011 IEEE 11th International Conference on Data Mining , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions 2011 IEEE 11th International Conference on Data Mining , pages=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.829557Z

Source-reported events for the cited work

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Observation 46c8642c-288a-4833-b0e5-b478dac467aa · outbound

This paper cites Proceedings of ICML Workshop on The Continuum from Labeled to Unlabeled Data , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ICML Workshop on The Continuum from Labeled to Unlabeled Data , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.832584Z

Source-reported events for the cited work

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Observation 123df70e-eda5-44ab-82b4-4e1478e5c980 · outbound

This paper cites Proceedings of the VLDB Endowment , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of the VLDB Endowment , volume=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.836104Z

Source-reported events for the cited work

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Observation c09e2aa1-4742-4ccc-919b-8b9bbfd3bd09 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions 2013 , organization=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.839215Z

Source-reported events for the cited work

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Observation fd7e07db-68dd-4240-8cb1-bd05af7586da · outbound

This paper cites Proceedings of LREC , year=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of LREC , year=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.841973Z

Source-reported events for the cited work

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Observation 576bf034-4938-4b8c-8406-14140d4a207c · outbound

This paper cites What Makes Good In-Context Examples for GPT-$3$?.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions What Makes Good In-Context Examples for GPT-$3$?

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:57:29.534677Z

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 f16e8f18-c0d1-4b70-aa40-68d4d5e137b7 · outbound

This paper cites Machine learning , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Machine learning , volume=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.845034Z

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 0801041b-09a0-4721-802a-020753bbdb15 · outbound

This paper cites Proceedings of CoNLL , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of CoNLL , pages=

Reference 40

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Observation 2263b136-827e-44fa-8b13-4ff1310bc0f9 · outbound

This paper cites Machine learning , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Machine learning , volume=

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.566563Z

Source-reported events for the cited work

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Observation 2a2ab7ff-8098-4487-b075-993897fad169 · outbound

This paper cites Proceedings of ACL , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ACL , pages=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.569661Z

Source-reported events for the cited work

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Observation c61c878f-1464-4f2f-8990-2a1d6409f932 · outbound

This paper cites Proceedings of EMNLP: Findings , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP: Findings , pages=

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.572669Z

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Observation c4638113-a844-404f-baca-a11b1bd1b0f9 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions ArXiv , year=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.575749Z

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Observation 5dace6d1-4ac7-499d-a19a-a57bdeb996ba · outbound

This paper cites Proceedings of IJCAI , year=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of IJCAI , year=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.578877Z

Source-reported events for the cited work

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Observation 5acc3ab6-06e5-4aaa-91fa-b5bd0c1680a9 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 47

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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 0cdb8716-69f6-4c23-a86f-2a05043ef91a · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 48

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Observation 7e2dcc91-c873-4e59-ad08-7cccde47b82c · outbound

This paper cites Journal of Machine Learning Research , volume=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Journal of Machine Learning Research , volume=

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.589292Z

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Observation 14efdf8d-8fa7-4170-8fcb-5d02e5ddfcc7 · outbound

This paper cites Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke S.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke S

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.592468Z

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Observation 11f63c6c-c9dd-4a77-bf5d-2d9715516bdc · outbound

This paper cites International Conference on Machine Learning , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions International Conference on Machine Learning , pages=

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.596296Z

Source-reported events for the cited work

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Observation 8299d3c2-27c0-459e-9e14-de04790ce9dc · outbound

This paper cites Proceedings of NAACL-HLT , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of NAACL-HLT , pages=

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.600160Z

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Observation 970e2c64-0fdd-4d78-91fe-b724685564dc · outbound

This paper cites SPoC: Search-based Pseudocode to Code.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions SPoC: Search-based Pseudocode to Code

Reference 53

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T01:57:29.548892Z

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 d8b348b2-e8c9-427b-9073-3d445636aa32 · outbound

This paper cites Proceedings of EMNLP-IJCNLP , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP-IJCNLP , pages=

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.603976Z

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Observation 6f8b1e3e-6b20-40d1-9c40-d8fc85a476fc · outbound

This paper cites Going on a vacation.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Going on a vacation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.607037Z

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 d5dbb9ef-cf07-45bd-9b5a-360f72eb675e · outbound

This paper cites Proceedings of EMNLP-IJCNLP , pages=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP-IJCNLP , pages=

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.610469Z

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 898c3ce4-5fd3-424a-934c-37ad21aa9c23 · outbound

This paper cites Proceedings of the AAAI , year=.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of the AAAI , year=

Reference 57

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of NAACL , pages=

Reference 58

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Reference 59

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 60

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions A Call for Clarity in Reporting BLEU Scores

Reference 61

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ACL , pages=

Reference 62

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Text summarization branches out , pages=

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.634430Z

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Language-Conditioned Imitation Learning for Robot Manipulation Tasks

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.507596Z

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Observation a6a04fd7-b39f-4d88-afd0-a10659f4a764 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Reframing Instructional Prompts to GPTk's Language

Reference 67

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Observation 047826fb-7fec-40c8-b84c-d8623c7ea0da · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP , pages=

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.637255Z

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Observation 9ee60783-4e0e-4ac9-bd56-4b06c66f3a08 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Language Models are Few-Shot Learners , volume =

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.640186Z

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Observation 02b51107-84df-4a96-b0e1-8a8b7dea588a · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems , pages=

Reference 70

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Observation 2edb87c0-8bd1-42cd-ba27-0dc2537fa472 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ICLR , year=

Reference 71

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Observation 50f1f0e9-b473-4fc0-beb0-88a8f8492728 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP , year=

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T01:57:29.648300Z

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ICLR , year=

Reference 73

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of EMNLP , year=

Reference 74

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Proceedings of ICML , pages=

Reference 75

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 76

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 77

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Longformer: The Long-Document Transformer

Reference 78

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 79

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Observation 9d6bcda3-ff64-42bc-b0f4-3de6f942a555 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 80

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Observation 520637e2-ead5-4f13-90d7-b325ef867bae · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 81

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Observation c44b1b02-8162-4c39-b78b-b02096a6321a · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-05-18T01:57:29.675959Z

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Observation d6f3fd2c-1b37-4c28-8422-abf2d4c25962 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions The Turking Test: Can Language Models Understand Instructions?

Reference 83

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Observation 0a46f105-c4d5-4568-9c68-56273700a716 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Towards General Purpose Vision Systems

Reference 84

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data

Reference 85

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Observation 2fa0a907-3e84-4163-98d4-aaed45eb94f8 · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 86

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 87

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 88

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 89

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Reference 90

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 91

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Reference 92

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 93

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Reference 94

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Reference 95

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Reference 96

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Reference 97

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 98

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks

Reference 99

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Observation 18c15b07-ac64-4bf6-99e1-51fb9859960d · outbound

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 100

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

Reference 101

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Reference 102

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Reference 103

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Cross-Task Generalization via Natural Language Crowdsourcing Instructions Unresolved cited work

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Observation 42578394-d23f-4770-8860-c15ec931270f · outbound

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Reference 106

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Pith citing papers

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Multitask Prompted Training Enables Zero-Shot Task Generalization cites this paper.

Multitask Prompted Training Enables Zero-Shot Task Generalization Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 38

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Observation 6799301f-cce8-4a1a-8fe0-51f326b9d72b · inbound

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? cites this paper.

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 228

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OPT: Open Pre-trained Transformer Language Models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 205

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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Observation b2fc5103-797a-460a-9e3c-88973ca45451 · inbound

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The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 39

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Observation cc2b8026-7514-4a5b-b6cd-8eb20cf60f40 · inbound

ART: Automatic multi-step reasoning and tool-use for large language models cites this paper.

ART: Automatic multi-step reasoning and tool-use for large language models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 159

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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Observation b3b60760-69fe-4464-a775-e10d6d0dfea3 · inbound

VideoChat: Chat-Centric Video Understanding cites this paper.

VideoChat: Chat-Centric Video Understanding Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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Observation 90ffc997-eb52-47b2-b0cc-c5dc1a19b527 · inbound

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LIMA: Less Is More for Alignment Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

Source-reported events for the cited work

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PandaGPT: One Model To Instruction-Follow Them All cites this paper.

PandaGPT: One Model To Instruction-Follow Them All Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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Simple synthetic data reduces sycophancy in large language models cites this paper.

Simple synthetic data reduces sycophancy in large language models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

Source-reported events for the cited work

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Gemini: A Family of Highly Capable Multimodal Models cites this paper.

Gemini: A Family of Highly Capable Multimodal Models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 64

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Self-Rewarding Language Models cites this paper.

Self-Rewarding Language Models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 35

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Large Language Models: A Survey cites this paper.

Large Language Models: A Survey Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 134

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive cites this paper.

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 184

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Lessons from the Trenches on Reproducible Evaluation of Language Models cites this paper.

Lessons from the Trenches on Reproducible Evaluation of Language Models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 69

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MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark cites this paper.

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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

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SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model cites this paper.

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 203

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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PRIMETIME : Limits of LLMs in Temporal Primitives cites this paper.

PRIMETIME : Limits of LLMs in Temporal Primitives Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 35

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Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 135

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How Many Instructions Can LLMs Follow at Once? cites this paper.

How Many Instructions Can LLMs Follow at Once? Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 20

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Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges cites this paper.

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 134

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Observation e3bac6bf-ace4-4f62-a5b7-c166b0985b93 · inbound

Enhancing Memory Recall in LLMs with Gauss-Tin: A Hybrid Instructional and Gaussian Replay Approach cites this paper.

Enhancing Memory Recall in LLMs with Gauss-Tin: A Hybrid Instructional and Gaussian Replay Approach Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-05T21:04:55.745015Z

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PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data cites this paper.

PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:57:29.846007Z

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Automated Detection and Classification of Delusion-related Content in Naturalistic Audio Diaries Using Multi-Agent Language Models cites this paper.

Automated Detection and Classification of Delusion-related Content in Naturalistic Audio Diaries Using Multi-Agent Language Models Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T13:04:39.025539Z

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

Observation 4d74fc79-1dfc-40f0-bbfd-bdc9192c4220 · inbound

A Single Rewrite Suffices: Empirical Lessons from Production Skill Description Optimization cites this paper.

A Single Rewrite Suffices: Empirical Lessons from Production Skill Description Optimization Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T02:35:15.857955Z

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.