Paper Citation Record · LEDGER

Multitask Prompted Training Enables Zero-Shot Task Generalization

As of 3 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 66 inbound Pith citation observations for arXiv:2110.08207.

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

pith.paper-citation-record.v1
2110.08207 v3

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

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measured 141 of 141 standing notices

One-hop event checks from named stored sources.

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measured 66 of 66 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:38:12.869429Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T06:15:00.866473Z

Reference resolution

75 of 75 outbound references displayed

verified exact23
verified fuzzy19
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External citation measurements

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Outbound references

Observation 8001dad5-6625-49da-bf93-8e61b777437e · outbound

This paper cites Cloze-driven Pretraining of Self-attention Networks.

Multitask Prompted Training Enables Zero-Shot Task Generalization Cloze-driven Pretraining of Self-attention Networks

Reference 1

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Observation 441b7345-f1e7-4cf6-8af3-d7d9303a4307 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Multitask Prompted Training Enables Zero-Shot Task Generalization Lost in the Middle: How Language Models Use Long Contexts

Reference 2

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Observation 19446860-b908-4f18-acf5-fdafad826daa · outbound

This paper cites Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell.

Multitask Prompted Training Enables Zero-Shot Task Generalization Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell

Reference 3

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Observation 2b08c669-df44-422b-9d04-0c1bf927d6e8 · outbound

This paper cites Semantic parsing on Freebase from question-answer pairs.

Multitask Prompted Training Enables Zero-Shot Task Generalization Semantic parsing on Freebase from question-answer pairs

Reference 4

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Observation 448875a9-1fed-41fc-95ea-00ac76b64c54 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Multitask Prompted Training Enables Zero-Shot Task Generalization On the Opportunities and Risks of Foundation Models

Reference 6

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Observation ac42cab3-740e-482a-95a5-2c6e1edc26a9 · outbound

This paper cites Rich Caruana.

Multitask Prompted Training Enables Zero-Shot Task Generalization Rich Caruana

Reference 7

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Observation 741c81ca-46d5-4471-bfaa-a4d8efb6f001 · outbound

This paper cites Cluster Computing 6(3), 215–226 (Jul 2003), https://doi.org/10.1023/A: 1023588520138.

Multitask Prompted Training Enables Zero-Shot Task Generalization Cluster Computing 6(3), 215–226 (Jul 2003), https://doi.org/10.1023/A: 1023588520138

Reference 8

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Observation 5dd19367-f6ef-4857-9b52-eeb80ea669e0 · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Multitask Prompted Training Enables Zero-Shot Task Generalization BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 9

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Observation 7225df1d-d929-4d73-be82-b38e3006f1f6 · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Multitask Prompted Training Enables Zero-Shot Task Generalization BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 10

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Observation 50a9cfea-e627-485f-9e5b-8f45e231add6 · outbound

This paper cites A uniﬁed architecture for natural language processing: deep neural networks with multitask learning.

Multitask Prompted Training Enables Zero-Shot Task Generalization A uniﬁed architecture for natural language processing: deep neural networks with multitask learning

Reference 11

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Observation bea81e2a-c6a4-4f9b-b10d-3535b265c373 · outbound

This paper cites & Weston, J.

Multitask Prompted Training Enables Zero-Shot Task Generalization & Weston, J

Reference 12

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Observation 5e3658c5-c3a0-4367-abd6-4cd797150e7a · outbound

This paper cites Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning.

Multitask Prompted Training Enables Zero-Shot Task Generalization Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Reference 13

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Observation 8a60b854-55ca-4b31-bdb9-50636a28fe4d · outbound

This paper cites doi: 10.18653/v1/W18-5102.

Multitask Prompted Training Enables Zero-Shot Task Generalization doi: 10.18653/v1/W18-5102

Reference 14

Resolution: verified exact; doi, observed 2026-05-14T17:59:42.977692Z

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Observation 521348d4-34a3-4faa-870e-15df3cc691d3 · outbound

This paper cites A framework for few-shot language model evaluation, September 2021.

Multitask Prompted Training Enables Zero-Shot Task Generalization A framework for few-shot language model evaluation, September 2021

Reference 15

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Observation 5e4ad6a6-3181-4a8a-9ac2-55b49bf80731 · outbound

This paper cites SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization.

Multitask Prompted Training Enables Zero-Shot Task Generalization SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

Reference 16

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Observation 66135f66-8754-4642-a006-ef26055e4e3c · outbound

This paper cites Twitter sentiment classiﬁcation using distant supervision.

Multitask Prompted Training Enables Zero-Shot Task Generalization Twitter sentiment classiﬁcation using distant supervision

Reference 17

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Observation 5802a389-61cf-475d-b214-f7bd634a3415 · outbound

This paper cites A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks.

Multitask Prompted Training Enables Zero-Shot Task Generalization A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks

Reference 18

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Observation 156526f9-afdf-47ed-b0da-c20fb4070029 · outbound

This paper cites Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning.

Multitask Prompted Training Enables Zero-Shot Task Generalization Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Reference 19

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Observation 8271ee68-b741-49d3-843b-a85b2d006176 · outbound

This paper cites Crowdsourcing Multiple Choice Science Questions.

Multitask Prompted Training Enables Zero-Shot Task Generalization Crowdsourcing Multiple Choice Science Questions

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-14T17:59:43.075368Z

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Observation c68094a2-045b-4c44-89dc-ab58ff84b934 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

Multitask Prompted Training Enables Zero-Shot Task Generalization TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-14T17:59:43.083828Z

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Observation 0bb2823e-19d6-4f76-a01e-2b8aef08bb89 · outbound

This paper cites Ellie Pavlick and Tom Kwiatkowski.

Multitask Prompted Training Enables Zero-Shot Task Generalization Ellie Pavlick and Tom Kwiatkowski

Reference 22

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Observation 2da0d944-05bf-4da8-890f-6cc53f1659cc · outbound

This paper cites What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers.

Multitask Prompted Training Enables Zero-Shot Task Generalization What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

Reference 23

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Observation 7aeffa40-e251-465b-8e02-76bc265ac95c · outbound

This paper cites Quantifying the Carbon Emissions of Machine Learning.

Multitask Prompted Training Enables Zero-Shot Task Generalization Quantifying the Carbon Emissions of Machine Learning

Reference 24

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Observation 21b8ea40-bec1-424d-951a-d6182a4762aa · outbound

This paper cites RACE: Large-scale ReAding Comprehension Dataset From Examinations.

Multitask Prompted Training Enables Zero-Shot Task Generalization RACE: Large-scale ReAding Comprehension Dataset From Examinations

Reference 25

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Observation aadeebbf-fd51-4215-bb7c-a43fcd1e6209 · outbound

This paper cites Neural Text Generation from Structured Data with Application to the Biography Domain.

Multitask Prompted Training Enables Zero-Shot Task Generalization Neural Text Generation from Structured Data with Application to the Biography Domain

Reference 26

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Observation a8597213-37d5-4c47-a8f7-9138fd797502 · outbound

This paper cites Deduplicating Training Data Makes Language Models Better.

Multitask Prompted Training Enables Zero-Shot Task Generalization Deduplicating Training Data Makes Language Models Better

Reference 27

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Observation 90cfb414-bb2c-4124-bd9f-ed08681d5711 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Multitask Prompted Training Enables Zero-Shot Task Generalization The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 29

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This paper cites Learning question classiﬁers.

Multitask Prompted Training Enables Zero-Shot Task Generalization Learning question classiﬁers

Reference 30

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Observation 504f32b5-981b-449e-8820-8519a85287a2 · outbound

This paper cites Bill Yuchen Lin, Wangchunshu Zhou, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi, and Xiang Ren.

Multitask Prompted Training Enables Zero-Shot Task Generalization Bill Yuchen Lin, Wangchunshu Zhou, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi, and Xiang Ren

Reference 31

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This paper cites doi: 10.18653/ v1/2020.ﬁndings-emnlp.165.

Multitask Prompted Training Enables Zero-Shot Task Generalization doi: 10.18653/ v1/2020.ﬁndings-emnlp.165

Reference 32

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This paper cites Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models.

Multitask Prompted Training Enables Zero-Shot Task Generalization Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models

Reference 33

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

Multitask Prompted Training Enables Zero-Shot Task Generalization The Natural Language Decathlon: Multitask Learning as Question Answering

Reference 35

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This paper cites Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference.

Multitask Prompted Training Enables Zero-Shot Task Generalization Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference

Reference 36

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This paper cites Cross-Task Generalization via Natural Language Crowdsourcing Instructions.

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

Reference 38

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This paper cites Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization.

Multitask Prompted Training Enables Zero-Shot Task Generalization Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Reference 39

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This paper cites Carbon Emissions and Large Neural Network Training.

Multitask Prompted Training Enables Zero-Shot Task Generalization Carbon Emissions and Large Neural Network Training

Reference 40

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This paper cites True Few-Shot Learning with Language Models.

Multitask Prompted Training Enables Zero-Shot Task Generalization True Few-Shot Learning with Language Models

Reference 42

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Multitask Prompted Training Enables Zero-Shot Task Generalization Unresolved cited work

Reference 43

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Observation a367f87f-6223-4dc2-ab15-add1942c5c3f · outbound

This paper cites doi: 10.18653/v1/D18-1007.

Multitask Prompted Training Enables Zero-Shot Task Generalization doi: 10.18653/v1/D18-1007

Reference 44

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This paper cites doi: 10.18653/v1/2020.acl-main.467.

Multitask Prompted Training Enables Zero-Shot Task Generalization doi: 10.18653/v1/2020.acl-main.467

Reference 45

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This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

Multitask Prompted Training Enables Zero-Shot Task Generalization SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 46

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This paper cites Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm.

Multitask Prompted Training Enables Zero-Shot Task Generalization Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm

Reference 48

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This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , year =.

Multitask Prompted Training Enables Zero-Shot Task Generalization Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , year =

Reference 49

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This paper cites Getting closer to AI com- plete question answering: A set of prerequisite real tasks.

Multitask Prompted Training Enables Zero-Shot Task Generalization Getting closer to AI com- plete question answering: A set of prerequisite real tasks

Reference 50

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Observation b85913f6-a2e8-45b4-bc4d-505ecac52f52 · outbound

This paper cites Rachel Rudinger, Jason Naradowsky, Brian Leonard, and Benjamin Van Durme.

Multitask Prompted Training Enables Zero-Shot Task Generalization Rachel Rudinger, Jason Naradowsky, Brian Leonard, and Benjamin Van Durme

Reference 51

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Observation 08d82409-c12f-48e0-910b-a8b4a10d2f4a · outbound

This paper cites Alexander M.

Multitask Prompted Training Enables Zero-Shot Task Generalization Alexander M

Reference 52

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Observation 719522ed-2b97-47a1-802a-dc08c76aed2f · outbound

This paper cites and Chopra, Sumit and Weston, Jason.

Multitask Prompted Training Enables Zero-Shot Task Generalization and Chopra, Sumit and Weston, Jason

Reference 53

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Observation addda40b-e635-405a-b6fa-da1bd529fb9c · outbound

This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

Multitask Prompted Training Enables Zero-Shot Task Generalization WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 55

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Multitask Prompted Training Enables Zero-Shot Task Generalization URL https://aclanthology.org/2021.eacl-main.20

Reference 56

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Multitask Prompted Training Enables Zero-Shot Task Generalization Get To The Point: Summarization with Pointer-Generator Networks

Reference 58

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Multitask Prompted Training Enables Zero-Shot Task Generalization Release Strategies and the Social Impacts of Language Models

Reference 60

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Multitask Prompted Training Enables Zero-Shot Task Generalization DREAM: A challenge dataset and models for dialogue-based reading comprehension

Reference 61

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Multitask Prompted Training Enables Zero-Shot Task Generalization DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

Reference 62

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Multitask Prompted Training Enables Zero-Shot Task Generalization QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

Reference 63

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Multitask Prompted Training Enables Zero-Shot Task Generalization doi: 10.18653/v1/2020.emnlp-main.635

Reference 64

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Multitask Prompted Training Enables Zero-Shot Task Generalization Entailment as Few-Shot Learner

Reference 65

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Multitask Prompted Training Enables Zero-Shot Task Generalization Do Prompt-Based Models Really Understand the Meaning of their Prompts?

Reference 66

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Observation b2bb7b29-d120-46ca-8b6b-4059043ddd53 · outbound

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Multitask Prompted Training Enables Zero-Shot Task Generalization ANLIzing the Adversarial Natural Language Inference Dataset

Reference 67

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Multitask Prompted Training Enables Zero-Shot Task Generalization CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Reference 68

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Reference 69

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Multitask Prompted Training Enables Zero-Shot Task Generalization doi:10.18653/v1/D15-1237 , pages =

Reference 70

Resolution: metadata mismatch; doi, observed 2026-05-14T17:59:42.970920Z

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Multitask Prompted Training Enables Zero-Shot Task Generalization ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-05-14T17:59:43.258810Z

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Multitask Prompted Training Enables Zero-Shot Task Generalization Character-level convolutional networks for text classi- ﬁcation

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.354040Z

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Multitask Prompted Training Enables Zero-Shot Task Generalization Gender bias in coreference resolution: Evaluation and debiasing methods

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.360693Z

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Multitask Prompted Training Enables Zero-Shot Task Generalization Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Reference 74

Resolution: metadata mismatch; doi, observed 2026-05-14T17:59:42.882174Z

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Multitask Prompted Training Enables Zero-Shot Task Generalization Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.265643Z

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This paper cites The impli- cations of releasing large language models have been extensively discussed in Bender et al.

Multitask Prompted Training Enables Zero-Shot Task Generalization The impli- cations of releasing large language models have been extensively discussed in Bender et al

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.275842Z

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Observation 9fb5975d-6182-4c8b-b1e4-5cb645048820 · outbound

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Reference 78

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Multitask Prompted Training Enables Zero-Shot Task Generalization question answering

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.290181Z

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Multitask Prompted Training Enables Zero-Shot Task Generalization attempt to capture physical or scientiﬁc reasoning, as distinct from sentence completion, reading comprehension, or broad knowledge question answering

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.305450Z

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Observation 39e8c5ca-9eeb-4017-b8b0-38fdcaf97999 · outbound

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Multitask Prompted Training Enables Zero-Shot Task Generalization commonsense inference

Reference 81

Resolution: malformed identifier; raw_fallback, observed 2026-05-14T17:59:43.310393Z

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Observation 97a1907b-0ba1-4461-b055-18dbd5cdb40c · outbound

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Multitask Prompted Training Enables Zero-Shot Task Generalization Paris is the capital of France

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.316443Z

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Reference 83

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Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T17:59:43.334392Z

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Reference 85

Resolution: malformed identifier; raw_fallback, observed 2026-05-14T17:59:43.270981Z

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Pith citing papers

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A General Language Assistant as a Laboratory for Alignment cites this paper.

A General Language Assistant as a Laboratory for Alignment Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 249

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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models cites this paper.

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 62

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Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model cites this paper.

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Reference 59

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PaLM: Scaling Language Modeling with Pathways cites this paper.

PaLM: Scaling Language Modeling with Pathways Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 133

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GPT-NeoX-20B: An Open-Source Autoregressive Language Model cites this paper.

GPT-NeoX-20B: An Open-Source Autoregressive Language Model Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 82

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Galactica: A Large Language Model for Science cites this paper.

Galactica: A Large Language Model for Science Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 65

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Galactica: A Large Language Model for Science cites this paper.

Galactica: A Large Language Model for Science Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 230

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PAL: Program-aided Language Models cites this paper.

PAL: Program-aided Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 34

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Discovering Latent Knowledge in Language Models Without Supervision cites this paper.

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Reference 29

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Editing Models with Task Arithmetic cites this paper.

Editing Models with Task Arithmetic Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 90

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Observation 27525df6-af94-4eb8-82a3-2bf087a6ad6c · inbound

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning cites this paper.

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 51

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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 Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 160

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Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling cites this paper.

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 109

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Instruction Tuning with GPT-4 cites this paper.

Instruction Tuning with GPT-4 Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 9

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Otter: A Multi-Modal Model with In-Context Instruction Tuning cites this paper.

Otter: A Multi-Modal Model with In-Context Instruction Tuning Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 73

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Towards Expert-Level Medical Question Answering with Large Language Models cites this paper.

Towards Expert-Level Medical Question Answering with Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 57

Resolution: metadata mismatch; local_arxiv, observed 2026-05-24T04:32:33.514411Z

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Enhancing Chat Language Models by Scaling High-quality Instructional Conversations cites this paper.

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 253

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QLoRA: Efficient Finetuning of Quantized LLMs cites this paper.

QLoRA: Efficient Finetuning of Quantized LLMs Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 50

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Gorilla: Large Language Model Connected with Massive APIs cites this paper.

Gorilla: Large Language Model Connected with Massive APIs Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 31

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Observation bfacc933-ffe7-427f-8586-1764500adc62 · inbound

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

PandaGPT: One Model To Instruction-Follow Them All Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:01:37.160630Z

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Observation 4d6d62f8-8726-45f0-937c-e7f4deb671f0 · inbound

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration cites this paper.

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-05-24T08:29:11.367021Z

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1f804042-6b7f-4a18-baed-2aaeb788ad7a · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 99

Resolution: verified exact; local_arxiv, observed 2026-05-16T02:56:42.654796Z

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 8973f6fa-3899-45d3-a2a3-91d3d5cb11b0 · inbound

A Comprehensive Overview of Large Language Models cites this paper.

A Comprehensive Overview of Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-19T20:28:39.442403Z

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9af86fc8-ba49-4a81-ba65-56311ebc61c3 · inbound

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

Simple synthetic data reduces sycophancy in large language models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-16T14:48:08.674888Z

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation acf958ff-7e37-4aea-b8b4-adbe82494ba5 · inbound

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate cites this paper.

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 720b6bbb-5430-482d-84ee-1d262054b18b · inbound

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning cites this paper.

An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-18T08:26:42.016416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6a91b761-0102-4761-91e9-4da1c98dd91f · inbound

C-Pack: Packed Resources For General Chinese Embeddings cites this paper.

C-Pack: Packed Resources For General Chinese Embeddings Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fc6835b7-e6cd-42b1-893b-059bb63ce16d · inbound

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers cites this paper.

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 160

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T06:11:49.574055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1cfa47d9-2593-4cf5-bb9d-117b880fe810 · inbound

Llemma: An Open Language Model For Mathematics cites this paper.

Llemma: An Open Language Model For Mathematics Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 177

Resolution: verified exact; local_arxiv, observed 2026-05-19T08:17:46.330133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a9e6108b-b372-47c2-a07d-453212570743 · inbound

Zephyr: Direct Distillation of LM Alignment cites this paper.

Zephyr: Direct Distillation of LM Alignment Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-16T10:13:57.419166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6b530596-6414-4a8c-af4a-04358233053c · inbound

Self-Rewarding Language Models cites this paper.

Self-Rewarding Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7a428b13-4a98-4ef7-b813-487a0252d8b8 · inbound

Large Language Models: A Survey cites this paper.

Large Language Models: A Survey Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c0f89724-686b-471f-8c19-b380e0c78d10 · inbound

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models cites this paper.

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 215a3e30-542b-4e41-855b-8aa9356a55d2 · inbound

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 Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ce0616ab-322d-4ca4-8e77-ecb404bfe918 · inbound

Deep Time Series Models: A Comprehensive Survey and Benchmark cites this paper.

Deep Time Series Models: A Comprehensive Survey and Benchmark Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 210

Resolution: verified exact; local_arxiv, observed 2026-05-23T23:05:51.331670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation be133997-9100-4b7a-aa6e-e91779ef14e6 · inbound

Towards Agentic Runtime Healing cites this paper.

Towards Agentic Runtime Healing Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 49

Resolution: metadata mismatch; local_arxiv, observed 2026-05-23T22:15:50.028767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4c4cee9f-7db3-4662-bf58-b319e5e65482 · inbound

MiniMax-01: Scaling Foundation Models with Lightning Attention cites this paper.

MiniMax-01: Scaling Foundation Models with Lightning Attention Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-16T06:26:38.688305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c30f9b92-b3d2-4695-ae26-b7729950fe38 · inbound

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 Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 220

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b71cda01-c42d-416b-bc8b-438db84a1088 · inbound

Towards an AI co-scientist cites this paper.

Towards an AI co-scientist Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 139

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a5141754-f7c7-4fca-b96e-489e06d8834e · inbound

MetaLint: Easy-to-Hard Generalization for Code Linting cites this paper.

MetaLint: Easy-to-Hard Generalization for Code Linting Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-19T04:12:02.918106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b8f3f1eb-0fbe-4ce4-890d-6c03965f4373 · inbound

Search-R3: Unifying Reasoning and Embedding in Large Language Models cites this paper.

Search-R3: Unifying Reasoning and Embedding in Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-05-18T09:26:10.596860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1642de8c-6f11-4828-9552-9f10bd277e3f · inbound

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches cites this paper.

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-25T07:25:29.012685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b2198f45-d122-47d8-8023-d282867f655b · inbound

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches cites this paper.

Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T16:38:12.869429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee7d436-664f-4f41-b82e-4035a58e9f57 · inbound

Improving Scientific Document Retrieval with Academic Concept Index cites this paper.

Improving Scientific Document Retrieval with Academic Concept Index Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T13:06:35.142398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477eadef-7ac4-4618-a42d-e21323561006 · inbound

DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection cites this paper.

DetPO: In-Context Learning with Multi-Modal LLMs for Few-Shot Object Detection Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-13T19:38:38.452093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016f7bbb-470d-4a0d-a2a7-daf707295dc9 · inbound

RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation cites this paper.

RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1d183daf-fd66-4c3b-882c-981d4e03fd19 · inbound

Understanding the Mechanism of Altruism in Large Language Models cites this paper.

Understanding the Mechanism of Altruism in Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 190

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d74cceb6-d33f-48fc-ae3b-68fc2dc4ff9b · inbound

Text Style Transfer with Machine Translation for Graphic Designs cites this paper.

Text Style Transfer with Machine Translation for Graphic Designs Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2f99bb5e-5fc5-4d95-ae22-fdec0c226f84 · inbound

From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework cites this paper.

From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5824a4d5-8e82-41cc-bdf5-d40ee1866f97 · inbound

Accelerating Zeroth-Order Spectral Optimization with Partial Orthogonalization from Power Iteration cites this paper.

Accelerating Zeroth-Order Spectral Optimization with Partial Orthogonalization from Power Iteration Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-14T17:59:43.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c9480950-69bd-4fa3-8a50-bbc44c995f7a · inbound

Accelerating Zeroth-Order Spectral Optimization with Partial Orthogonalization from Power Iteration cites this paper.

Accelerating Zeroth-Order Spectral Optimization with Partial Orthogonalization from Power Iteration Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-19T17:33:09.404515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4c3faa88-3a44-4ce6-915d-893569cd6f9e · inbound

Understanding and Accelerating the Training of Masked Diffusion Language Models cites this paper.

Understanding and Accelerating the Training of Masked Diffusion Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:39:28.888764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a9731033-98c2-494e-9141-daee85b8b71b · inbound

Understanding and Accelerating the Training of Masked Diffusion Language Models cites this paper.

Understanding and Accelerating the Training of Masked Diffusion Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T14:15:52.063866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08502d98-e185-491d-9670-a3e391a7809b · inbound

PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts cites this paper.

PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 68

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T05:29:48.319189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 004835b0-cd64-4296-991c-ccfaa1326251 · inbound

A Reproducibility Analysis of PO4ISR: Diagnosing and Mitigating Semantic Drift in LLM-Based Session Recommendation cites this paper.

A Reproducibility Analysis of PO4ISR: Diagnosing and Mitigating Semantic Drift in LLM-Based Session Recommendation Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T00:49:19.506732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 78b6b78b-b637-40f2-84ae-46ced294cf98 · inbound

Understanding and Improving Noisy Embedding Techniques in Instruction Finetuning cites this paper.

Understanding and Improving Noisy Embedding Techniques in Instruction Finetuning Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T04:55:23.993737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation eefc05e5-d8b5-47f0-92b1-1551317af8bd · inbound

A Unified Structured Query Understanding Framework for Industrial Semantic Search cites this paper.

A Unified Structured Query Understanding Framework for Industrial Semantic Search Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-06-30T14:54:45.451139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 598c52af-65ab-4c80-9c31-78d828666b8c · inbound

OPRD: On-Policy Representation Distillation cites this paper.

OPRD: On-Policy Representation Distillation Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-02T11:56:55.299771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c0a6ad19-9a99-4cf2-a818-29ba3e32cbcd · inbound

When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing cites this paper.

When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 57

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T17:07:13.137561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ebd07e59-ac03-44af-ab3e-a28bc73c8121 · inbound

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning cites this paper.

CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 162

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T10:25:41.484958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4bd0a868-1c11-4661-83df-534d919fd76c · inbound

Scaling Point-in-Time Language Models cites this paper.

Scaling Point-in-Time Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T15:39:39.110714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 402360be-3ae2-4aa8-807f-61ddf582020e · inbound

What Transfers Under Source Shift? Definitions, Examples, and Fine-Tuning for Climate Disclosure Classification cites this paper.

What Transfers Under Source Shift? Definitions, Examples, and Fine-Tuning for Climate Disclosure Classification Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T16:37:35.923417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a873cae0-9913-460b-ac31-916b47693249 · inbound

Signed Rectified Flow: Negativity-Controlled Generation cites this paper.

Signed Rectified Flow: Negativity-Controlled Generation Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T15:16:57.685565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e97f75-e045-41b8-bc55-953a4db40ff0 · inbound

Task Competence Is Not Instruction Following: Evaluating Instruction-Conflicting Behavior in Small Language Models cites this paper.

Task Competence Is Not Instruction Following: Evaluating Instruction-Conflicting Behavior in Small Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T12:21:27.618990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526d2e1e-e3f0-4863-b979-54a6f212851b · inbound

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD cites this paper.

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-01T10:42:44.204080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea44b24b-2726-41ee-9d9b-babbd3a7cd97 · inbound

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs cites this paper.

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs Multitask Prompted Training Enables Zero-Shot Task Generalization

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-01T08:29:33.268430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.