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Paper Citation Record · LEDGER

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps

As of 17 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2507.09051.

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

pith.paper-citation-record.v1
2507.09051 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:12:58.264902Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

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  • verified fuzzy51
  • unresolved15
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61d17db8-3549-442b-a362-d4bc07d3604c · outbound

This paper cites The state of mental health in america 2024,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The state of mental health in america 2024,

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 040626cb-190d-4dc6-9b20-8f58612ba768 · outbound

This paper cites Smartphones in mental health: a critical review of background issues, current status and future concerns,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Smartphones in mental health: a critical review of background issues, current status and future concerns,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.373232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 10fa2fb6-54a3-4083-86c0-6c7fd984a9b8 · outbound

This paper cites ” money doesn’t buy you happiness.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps ” money doesn’t buy you happiness

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation ce990e7f-391f-4e9d-818d-c6ec7b6a8ac1 · outbound

This paper cites Dichotomies in the development and implementation of digital mental health tools,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Dichotomies in the development and implementation of digital mental health tools,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.281744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.195030Z digest=sha256:3900a03d1ecd840da30f308270d08285e287d47323506a38a428ff1d821f0a03

Observation 1c343099-b05f-463d-9091-e13cd47f9943 · outbound

This paper cites Current regulation of mobile mental health applications,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Current regulation of mobile mental health applications,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.220712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.203346Z digest=sha256:b7550c1826a33218f818f0af0548aa87973dcfc44c83ffcefa5177b2620470ae

Observation e750bd48-6e84-4cbf-835b-0e886ad12b73 · outbound

This paper cites Needed innovation in digital health and smartphone applications for mental health: transparency and trust,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Needed innovation in digital health and smartphone applications for mental health: transparency and trust,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.166328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.215018Z digest=sha256:ba9d9ce951d2a11c755152b7b2e1846aa167803eeb5cf79d4f2a2aad7e2c3911

Observation 32e10eb3-9f1b-4e34-b559-521fa89ed01e · outbound

This paper cites What do mobile app users complain about?.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps What do mobile app users complain about?

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:01.114110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 14b8640a-f7f2-4032-a982-f90f53627d67 · outbound

This paper cites Government mobile apps: Analysing citizen feedback via app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Government mobile apps: Analysing citizen feedback via app reviews,

Reference 8

Resolution
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raw_fallback, observed 2026-08-06T18:13:01.058721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.238706Z digest=sha256:d156b163f96b863dd32358d8e1af80dcdfbe3cb29fcfac621fee95b9c706a7b0

Observation 9a41cd93-a309-47f8-b67d-c53e3f206995 · outbound

This paper cites Mobile app privacy in software engineering research: A systematic mapping study,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Mobile app privacy in software engineering research: A systematic mapping study,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.989774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.247772Z digest=sha256:7b7bddefc0404c054f45f64bbba91613ee93e7900e4d5d098c4099084c8287cc

Observation 09385b05-cddc-46c5-aec2-14baeadac664 · outbound

This paper cites Mining and searching app reviews for requirements engineering: Evaluation and replication studies,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Mining and searching app reviews for requirements engineering: Evaluation and replication studies,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.934511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.258890Z digest=sha256:605ec5191ef4f9bba16fb2cad8c3e0931ac98553d468d70a1482f1f28ec9f1da

Observation 16de2445-3788-4969-b891-c2def4c4aeac · outbound

This paper cites Analysing app reviews for software engineering: a systematic literature review,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Analysing app reviews for software engineering: a systematic literature review,

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 77291df7-a4db-49d0-b0a4-4862f53519b3 · outbound

This paper cites Towards extracting ethical concerns- related software requirements from app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Towards extracting ethical concerns- related software requirements from app reviews,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.277335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.277335Z digest=sha256:a1ddeebeefda65888b2a2cf5861adbb351dce8eeb1f5830417d94499eea3bcdd

Observation b7c49e96-aa34-46b4-a82d-38584574994d · outbound

This paper cites Analyzing and automatically labelling the types of user issues that are raised in mobile app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Analyzing and automatically labelling the types of user issues that are raised in mobile app reviews,

Reference 13

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation da89d5e2-6d87-45e2-aae9-cc526327b0cd · outbound

This paper cites Investigating user per- ceptions of mobile app privacy: An analysis of user-submitted app reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Investigating user per- ceptions of mobile app privacy: An analysis of user-submitted app reviews,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.764454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.295209Z digest=sha256:a55fcc9a98cd713e3f4b0d85ac54b82d6d1f11ace6c9e57e501e093d0928f32b

Observation 610e6bad-7905-4346-b63b-27f6bd2dcec5 · outbound

This paper cites Analyzing user perspectives on mobile app privacy at scale,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Analyzing user perspectives on mobile app privacy at scale,

Reference 15

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.722591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.302728Z digest=sha256:0339543b5de0609f8c74518e078065e8817ba68426ecd8bb5e622b402ff98b2b

Observation 83394a2b-d32c-4d4e-ad74-5f886260ecae · outbound

This paper cites Hark: A deep learning system for navigating privacy feedback at scale,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Hark: A deep learning system for navigating privacy feedback at scale,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.671249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.312887Z digest=sha256:e4c49cfd60250ec0511402207c944634f39a3b8bcc131c4fcd95285d1757859e

Observation bf1811ad-778d-4540-9091-5d3b305750f7 · outbound

This paper cites Unsupervised summarization of privacy concerns in mobile application reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Unsupervised summarization of privacy concerns in mobile application reviews,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.626757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 33462d8c-cb56-4978-80b1-ca275a8dd065 · outbound

This paper cites Short text, large effect: Measuring the impact of user reviews on android app security & privacy,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Short text, large effect: Measuring the impact of user reviews on android app security & privacy,

Reference 18

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.578412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 479d9319-0711-40c4-a31b-e95b253ec396 · outbound

This paper cites An Empirical Study on User Reviews Targeting Mobile Apps' Security & Privacy.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps An Empirical Study on User Reviews Targeting Mobile Apps' Security & Privacy

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.343402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.343402Z digest=sha256:a24b7229555224d51f5f42aff79f7dc4c0c3285d250708e777d82437ba820659

Observation 7d750c01-5a1b-4ba8-b941-713dc366e158 · outbound

This paper cites Privacy analysis of period tracking mobile apps in the post-roe v. wade era,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Privacy analysis of period tracking mobile apps in the post-roe v. wade era,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.533410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation ed84cccf-31bd-4a37-a90a-75e6cdeaf07e · outbound

This paper cites Lessons from the use of natural language inference (nli) in requirements engineering tasks,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Lessons from the use of natural language inference (nli) in requirements engineering tasks,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.472596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.366391Z digest=sha256:8f599dcfa3a03e860559395b96efe92140b2e1771a6d6cd81d438ae8c9dbbca3

Observation 38f088b9-35b2-467d-8fd8-5bc5d19f5830 · outbound

This paper cites Transforming Question Answering Datasets Into Natural Language Inference Datasets.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Transforming Question Answering Datasets Into Natural Language Inference Datasets

Reference 22

Resolution
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no resolver link, observed 2026-08-06T18:12:57.377234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5e6be4d0-bc72-4552-a3d4-81d8bd856d30 · outbound

This paper cites Semantic diversity in dialogue with natural language inference,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Semantic diversity in dialogue with natural language inference,

Reference 23

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.415440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 20a71d85-8968-4ef2-bdd4-5ec853a4d75a · outbound

This paper cites Large language models for text classification: From zero-shot learning to fine-tuning,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Large language models for text classification: From zero-shot learning to fine-tuning,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.373838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f0b21bd7-c0e5-4584-ad5f-9eda54fd9746 · outbound

This paper cites An extended model of natural logic,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps An extended model of natural logic,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.318899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e453419b-4e06-4675-b0ed-38b7cf8eee28 · outbound

This paper cites On the privacy of mental health apps: An empirical investigation and its implications for app development,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps On the privacy of mental health apps: An empirical investigation and its implications for app development,

Reference 26

Resolution
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raw_fallback, observed 2026-08-06T18:13:00.250727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation fdf0c4e5-fa65-4bbb-9d0c-b3a32bbcff2a · outbound

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

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.426949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.426949Z digest=sha256:90bb964dbeb51fa5ee0aac01b272a3650f8665442c4336884e4472d757d5a200

Observation d92cb41b-473d-44bb-b1ea-e9e1dc9ec7b5 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.435093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.435093Z digest=sha256:7e2a76f40aaa45a8a7bd6cc4599ea57a4e9d338425d71c799d4743f4f8ee86da

Observation b71226a7-acca-4b27-a4d9-5e82be54d03b · outbound

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

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Deberta: Decoding-enhanced bert with disentangled attention,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.177568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.443936Z digest=sha256:920a91930757d5387b3d03dd24bccc96d5c2fd020421d64b009f4a253ae37551

Observation 1273e4a2-0565-48f9-81f9-e6e48a5bb47a · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.451901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.451901Z digest=sha256:b0e26750ac91c0bf5b9ec96c2b9f090aa8e00adc914d9ff3485ceb91bcfd0364

Observation 7ac9eb62-5c23-4b4c-bdb8-9faded89a3f4 · outbound

This paper cites Transformers: State-of-the-art natural language process- ing,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Transformers: State-of-the-art natural language process- ing,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.121827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f2a4d7a3-8e8d-46f4-9124-63692f43028f · outbound

This paper cites A broad-coverage challenge corpus for sentence un- derstanding through inference,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps A broad-coverage challenge corpus for sentence un- derstanding through inference,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:13:00.054602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.483878Z digest=sha256:49339330da646fcba7538fe75dc92a82f4eb6c29968a0c5d866ae55f338af4b3

Observation a72da116-8ad5-4f02-97e5-6952f76d356f · outbound

This paper cites Adversarial NLI: A new benchmark for natural language understanding,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Adversarial NLI: A new benchmark for natural language understanding,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.992502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.495558Z digest=sha256:b36626eaa2bd006e83394e9701fd1ce68e34e56dd9f662ad4886b43f5826200c

Observation b491c6c8-dcae-4a5c-aa28-171d91c09971 · outbound

This paper cites The fever2. 0 shared task,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The fever2. 0 shared task,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.923629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.502103Z digest=sha256:4c9ffa50e0e705f10205151bfa2761dd7e237f5486445a4b51f59088d7752211

Observation 1251331d-c151-4426-b41c-6aca94c4088c · outbound

This paper cites Evaluating semantic accuracy of data-to-text generation with natural language inference,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Evaluating semantic accuracy of data-to-text generation with natural language inference,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.873254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.512304Z digest=sha256:0ffde98226b1548af2c9cd398fa0b22c3b86234d6e3e85dd6f9fd206bf631e48

Observation ee8df291-d976-4fd0-bd89-d9dacb7e2dbf · outbound

This paper cites Unleashing the potential of prompt engineering for large language models,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Unleashing the potential of prompt engineering for large language models,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.520263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.520263Z digest=sha256:8ce277c20a1ff0b92f03f37f8e344640a92219cc060794ec98f582368f903f1a

Observation a6b917c8-a08f-4465-b4dc-5624ca56c07c · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps LLaMA: Open and Efficient Foundation Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.530838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.530838Z digest=sha256:fdea32459d34beeec7331c57d2d7cf062bf588fd8716776033fd30a349a4bafe

Observation d01b40c0-5198-4523-ad4a-bf89e1feb488 · outbound

This paper cites Revisiting sentiment analysis for software engineering in the era of large language models,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Revisiting sentiment analysis for software engineering in the era of large language models,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.793751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.542689Z digest=sha256:52ba9454ed349086161878a3656cda81a494de5ffd83cab01bef9f622c37adde

Observation 58fee5e9-5735-4293-ba4b-a341f41d0e14 · outbound

This paper cites An empirical study of the non-determinism of chatgpt in code generation,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps An empirical study of the non-determinism of chatgpt in code generation,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.735601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.549859Z digest=sha256:f9773727834c66589a3abd285b7eaaad0c9b0cda275b79ce60ad29d2277d099b

Observation 2ecca722-7cde-4bf2-89ad-a1e9618d6ceb · outbound

This paper cites A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.561848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.561848Z digest=sha256:b3792d3f4843f07615691b0ba9f7c708763929e557c3044f21f3d2d703883406

Observation 14c4b624-2781-4580-a6e2-834545712e70 · outbound

This paper cites Gpt-4o mini: Advancing cost-efficient intelli- gence,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Gpt-4o mini: Advancing cost-efficient intelli- gence,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.660769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.572588Z digest=sha256:5e5be50dfbd2b65ed691409ed263754c4ba41143139c629ad740323a60eca206

Observation 56b3102c-e556-4a7a-b1ef-bcffc8ed14b3 · outbound

This paper cites Want to reduce labeling cost? GPT-3 can help,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Want to reduce labeling cost? GPT-3 can help,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.608604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.594868Z digest=sha256:cdf34dd37202660aff6e28faddeb69d113b15daf0116940149be83b6eaa47dc7

Observation 37eb78a0-9287-418b-b2ef-cb3c098a3742 · outbound

This paper cites Machine learning in automated text categorization,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Machine learning in automated text categorization,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.482274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.641743Z digest=sha256:d7096f5997455358138c5631aafeb2d2fceab0861209e30f3070b2b37acf6c11

Observation b6c6702d-1cf3-4d6c-bb9a-2d13224efe8a · outbound

This paper cites Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.430744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.671663Z digest=sha256:74b98cd4671760c44120157c6395d4b17b0987169f8a4fd6ffd669c6b0fee353

Observation 1bcba5d7-9233-49da-bf2c-01bf51ea892b · outbound

This paper cites Text categorization with support vector machines: Learn- ing with many relevant features,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Text categorization with support vector machines: Learn- ing with many relevant features,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.370693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.704168Z digest=sha256:142446b58c54a4d012537da5b0f64fed980ce5fd052bca9ca1fe12249345ee20

Observation 4ec908fc-acdb-42a4-b41d-313f10cd7a57 · outbound

This paper cites Support vector machines for text categorization,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Support vector machines for text categorization,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.300981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.730811Z digest=sha256:4e890776885cb3f78fcab2edb24f5ff428bb4288aa927e407292e4a00befc5f0

Observation f4c31487-48d0-46f2-ad98-1b320fc876f0 · outbound

This paper cites A taxonomy of privacy,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps A taxonomy of privacy,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.234061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.760178Z digest=sha256:1c61221a0f84152118f1d3644cf21f8178183bcae54d060b27ca37fdaaa9aec3

Observation bde67598-132f-4ef4-ba25-55e8ebab72a3 · outbound

This paper cites Privacy-enhancing technologies,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Privacy-enhancing technologies,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.162727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.791714Z digest=sha256:3235528d09755824377d7aef994f4a8689e90d37c644a99104fc8b82b8a0a6d7

Observation 962c94a9-157d-41c8-8f6c-df38478006bf · outbound

This paper cites Understanding interobserver agreement: the kappa statistic,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Understanding interobserver agreement: the kappa statistic,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.097681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.816143Z digest=sha256:9600211e3dd80a78aa05f624a682177e859b0ed3199821e781b16dc4eca7de7f

Observation 316f8b88-9c1c-4d76-90a3-4314468f3353 · outbound

This paper cites Exploring the capability of chatgpt to reproduce human labels for social computing tasks,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Exploring the capability of chatgpt to reproduce human labels for social computing tasks,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.028117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.837834Z digest=sha256:b2cbdf60b45dfa5c1737b00b808e59c388a334978e26224b225e316e2a8defde

Observation b3080fb7-710a-455c-b10a-6bf18aedd9d9 · outbound

This paper cites The parrot dilemma: Human-labeled vs. LLM- augmented data in classification tasks,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The parrot dilemma: Human-labeled vs. LLM- augmented data in classification tasks,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.956266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.863195Z digest=sha256:ca6b28f01c36e6bbbc8ddfa34ac0cba5419953f5dce0d45393aa80064d41c742

Observation d2bccb0b-8302-46b0-b9f0-473506e72bf4 · outbound

This paper cites Narratives: the unforeseen influencer of privacy concerns,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Narratives: the unforeseen influencer of privacy concerns,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.882771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.886794Z digest=sha256:7401f3da4d61e6c014ff5ad39fa1fb1ac796f4820c896ca76d8cb22a7a2e8fc4

Observation 7239a262-0327-48de-a121-d250a4a2450e · outbound

This paper cites The Llama 3 Herd of Models.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps The Llama 3 Herd of Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:57.923078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:57.923078Z digest=sha256:155cf2a20fca4de8213f7382e5bb32929daa2de7e14366c463364da0d53e0982

Observation b316ffa0-bdf3-48bd-bd13-1c169cce0d2e · outbound

This paper cites Introducing the technology innovation institute’s falcon 3 making advanced ai accessible and available to everyone, everywhere,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Introducing the technology innovation institute’s falcon 3 making advanced ai accessible and available to everyone, everywhere,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.823071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.956002Z digest=sha256:9e87553f7c5efe8968bbe3d92082db87577591afaf4cb9d489419d3388179eda

Observation 0f373228-731c-4453-a92c-99a08f974038 · outbound

This paper cites Mistral 7b,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Mistral 7b,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.767934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.988672Z digest=sha256:f8d43f85f39d6fc56ac8d518f7934a1c621e03f77df7295bf49b769f05b13783

Observation 932dd627-b26e-4d84-87c2-5714bf022fac · outbound

This paper cites Finding the needle in a haystack: On the automatic identification of accessibility user reviews,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Finding the needle in a haystack: On the automatic identification of accessibility user reviews,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.720889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:58.014267Z digest=sha256:9feaaed6eedc0e7dcb88354885d71ddd01a25bd77bae56aeadb9c5c336231e5d

Observation 8b9bcf69-3627-4185-96fe-27ef75c51602 · outbound

This paper cites Large language models for software engineering: A systematic literature review,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Large language models for software engineering: A systematic literature review,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.657951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:58.037377Z digest=sha256:c172b68048062fbc5d66e7d80f2202de7c90f0736d9df110209c6286966cde7d

Observation 44b9a04a-a84f-4352-949d-c8660833ce92 · outbound

This paper cites Leveraging gpt-like llms to automate issue labeling,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Leveraging gpt-like llms to automate issue labeling,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.616360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:58.066194Z digest=sha256:8e3cde18edbdb3c05ac7fa6b0007a8c2b04fe3ba6002e7c1c6cfc7016f7b661a

Observation 4ddf18d8-590e-457c-bdf5-2dd355c2f447 · outbound

This paper cites Advancing requirements engineering through generative ai: Assessing the role of llms,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Advancing requirements engineering through generative ai: Assessing the role of llms,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.089584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.089584Z digest=sha256:ced70f57f6fb77cbed1e5a065ee17c11fa87403f0a446d1274e1523925eb364d

Observation 637c34e5-6bf3-4607-82e9-b9eba6ec6f0c · outbound

This paper cites Exploring the efficacy of chatgpt in generating requirements: An experimental study,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Exploring the efficacy of chatgpt in generating requirements: An experimental study,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.548250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:58.122969Z digest=sha256:aeee942e56a4c51d63772f7b7137aac9f33078027101b9a841a6ff193695eebc

Observation 6ee4929f-a0df-4e53-a886-2a87da647c73 · outbound

This paper cites Investigating chatgpt’s potential to assist in requirements elicitation processes,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Investigating chatgpt’s potential to assist in requirements elicitation processes,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.153318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.153318Z digest=sha256:3c30676b14f31f9d4141b70eb6af06b0cdb18d8a4774a5279856ca962f2d4730

Observation 9cbfa103-2f46-4209-bf6f-e9f3bc7d3a6d · outbound

This paper cites Chatgpt prompt patterns for improving code quality, refactoring, requirements elicitation, and software design,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Chatgpt prompt patterns for improving code quality, refactoring, requirements elicitation, and software design,

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.187812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.187812Z digest=sha256:8e22f5b3b47179c80fedb769c1cbe4ae41cfd1fa94c2c15daa75c3e3455dccea

Observation e34b09da-4c2f-4599-9bb8-05964b2be02d · outbound

This paper cites Autonomous agents in software development: A vi- sion paper,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Autonomous agents in software development: A vi- sion paper,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:58.478574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:58.217191Z digest=sha256:f1dd76c401204b5a8c138d6ea7ee286b94e26b5ea4edaabaa15c4a587398c779

Observation 456252f6-1b0a-4dd9-99b8-73cbdb25fa50 · outbound

This paper cites ChatGPT: A Study on its Utility for Ubiquitous Software Engineering Tasks.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps ChatGPT: A Study on its Utility for Ubiquitous Software Engineering Tasks

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.246295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.246295Z digest=sha256:864cf9bfe700c8ee32f0c65a657763b8f79311b779b4f3ab5838ef579db018b0

Observation 0f4c0b9d-2d49-4fc5-8ecb-40d71e78334f · outbound

This paper cites Using chatgpt in software requirements engineering: A comprehensive review,.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps Using chatgpt in software requirements engineering: A comprehensive review,

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.264902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.264902Z digest=sha256:6a0230186d79c14e49d8991e07bfbaf01d35472121917d3577e159608a340a39

Observation 3f9e495d-3c5f-4166-88c4-3d2fab14bca4 · outbound

This paper cites 2021, pp.

SAGE: A Context-Aware Approach for Mining Privacy Requirements Relevant Reviews from Mental Health Apps 2021, pp

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:12:59.539862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T18:12:57.620805Z digest=sha256:1fbf954e1862b1f30f695c4e14ba88404dd46cef3c4cce40faaaa72443beaefa

Pith citing papers

No inbound Pith citation observations are available.