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Paper Citation Record · LEDGER

Unsupervised Discovery of Failure Taxonomies from Deployment Logs

As of 22 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2506.06570.

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

pith.paper-citation-record.v1
2506.06570 v4

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:06.425719Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

49 of 49 outbound references displayed

  • verified exact2
  • verified fuzzy36
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9b01ae53-4cd7-4d6b-8443-50acc24c33d6 · outbound

This paper cites Wod-e2e: Waymo open dataset for end-to-end driving in challenging long-tail scenarios,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Wod-e2e: Waymo open dataset for end-to-end driving in challenging long-tail scenarios,

Reference 1

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no resolver link, observed 2026-08-07T06:00:06.312293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.312293Z digest=sha256:b03b0a6d1e7d22798a7a0fbb03d8502316a4ca88b09b96ace5967442e4e4fae2

Observation 51fd2eb9-9155-49b5-a431-296371adb40f · outbound

This paper cites REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction

Reference 2

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unresolved
no resolver link, observed 2026-08-07T06:00:06.315414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.315414Z digest=sha256:e8763f621bfb080d28de0f747aabc40a42abd17c80701c0beedd872ab047da5b

Observation 68d689ad-07fa-4e28-a035-36e81a2aa6b9 · outbound

This paper cites AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation

Reference 3

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unresolved
no resolver link, observed 2026-08-07T06:00:06.318287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.318287Z digest=sha256:c18914f11c274b647e91ef52ae0a131eda7241ddac15208d4a3a2d9f59ba7bc6

Observation 2a6e4f38-f211-4265-aac4-86bce238a22e · outbound

This paper cites Robofac: A comprehensive framework for robotic failure analysis and correc- tion,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Robofac: A comprehensive framework for robotic failure analysis and correc- tion,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:11.086652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.320962Z digest=sha256:a3c0bfc76be524a9976383c04a0f44eabbd6227662884b0da6c6666db9e47552

Observation 9c0d5737-0051-4540-810c-01683666afce · outbound

This paper cites Self-refining vision language model for robotic failure detection and reasoning,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Self-refining vision language model for robotic failure detection and reasoning,

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-07T06:00:10.918240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.323744Z digest=sha256:a237bd8d3b1028a1e12eb60a1e188a496247b059ecc21481d4e9bf441988a19c

Observation 069f23be-ff71-49e0-a2fb-e7ba930d9495 · outbound

This paper cites Guardian: Detecting robotic planning and execution errors with vision-language models,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Guardian: Detecting robotic planning and execution errors with vision-language models,

Reference 6

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unresolved
no resolver link, observed 2026-08-07T06:00:06.326210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.326210Z digest=sha256:03a676e89bf0a868a80b4816781927b58a451a3e2d6fe449177c9eb5bde59d23

Observation 660d140d-99e9-44b4-a1e7-ac4f54692b27 · outbound

This paper cites Image Clustering Conditioned on Text Criteria.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Image Clustering Conditioned on Text Criteria

Reference 7

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no resolver link, observed 2026-08-07T06:00:06.328808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.328808Z digest=sha256:b7ec1966893b465a13443aafaffe8f80300ef9c6101181cdaf465dbac9af0b60

Observation d5675d9e-7b73-49c3-8186-c013ea585661 · outbound

This paper cites Organizing Unstructured Image Collections using Natural Language.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Organizing Unstructured Image Collections using Natural Language

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:06.331317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.331317Z digest=sha256:2954a397ae50af68a6593ee3c670e4f7862d1d39970d313be0f731f0ad70893e

Observation 9a1f8aa4-9d77-41d1-8da9-7f3a8de84855 · outbound

This paper cites Describing differences in image sets with natural language,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Describing differences in image sets with natural language,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-07T06:00:10.757969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.333790Z digest=sha256:8464093b3d99780d64b52f100fbd5b4f251a1aaaa501b69bc258faf555158dac

Observation f45f562b-dff1-4238-96eb-f4f1aac15b55 · outbound

This paper cites Llm as dataset analyst: Subpopulation structure discovery with large language model,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Llm as dataset analyst: Subpopulation structure discovery with large language model,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-07T06:00:10.550363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.335905Z digest=sha256:4929230cec11c36750d2c42e3ede2b0b1c4b747371a6486c633c5e029d48f3d9

Observation 329e046e-81b6-466d-a771-077316ffc122 · outbound

This paper cites SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation

Reference 11

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verified exact
local_arxiv, observed 2026-08-07T06:00:06.562872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.337944Z digest=sha256:143e2925efac167cac3dfc4b8ac99130de402a915abb2b5dcb1673324c400b06

Observation 0157a3d4-1623-4f26-adf7-948ed8c32df5 · outbound

This paper cites Octis: Comparing and optimizing topic models is simple!.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Octis: Comparing and optimizing topic models is simple!

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:10.425865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.340405Z digest=sha256:61f4466831f6568ab59705ee00a5b5d9acfb1a2ff7b205c0b4eaacb758cc19e2

Observation f3c0e99b-1640-465e-8b34-07cc2c39ea4e · outbound

This paper cites Topic modelling meets deep neural networks: A survey,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Topic modelling meets deep neural networks: A survey,

Reference 13

Resolution
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raw_fallback, observed 2026-08-07T06:00:10.268770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.342835Z digest=sha256:9b919f44342c7555cc932953352889110e9daa02426eed4ecd3c6df07e5ee770

Observation cc9322f6-223b-465e-9e29-d3ecafc64df7 · outbound

This paper cites A neural autoregressive topic model,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs A neural autoregressive topic model,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:10.119216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.345131Z digest=sha256:9d7614778e65b36ba9173a3755d474d72cf786a0234bc60b66ffc8360dcb40d2

Observation 9867d4fd-2ea9-4205-96d0-d6759114a4d5 · outbound

This paper cites A novel neural topic model and its supervised extension,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs A novel neural topic model and its supervised extension,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:10.011960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.347309Z digest=sha256:24a2de4dbff883a10b2b93072f6c5c0842ea4ce945d6eec6dd2cee410d89158f

Observation 6deed8c6-6fc8-4ffa-9ee4-b7465c5b1b6c · outbound

This paper cites Topic modeling over short texts by incorporating word embeddings,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Topic modeling over short texts by incorporating word embeddings,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:09.913422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.349513Z digest=sha256:dcd051954de481ac4a42bbf332b647714391cddb2974b134e944bc02eae1bae5

Observation 3d14aec8-e8be-4287-9b86-1b9b21c2934e · outbound

This paper cites We-lda: A word embeddings augmented lda model for web services clustering,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs We-lda: A word embeddings augmented lda model for web services clustering,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:09.812464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.351679Z digest=sha256:79f0b7e8bc402720c1b02e5b39d0df7da66a6057f8f96c3d753e6e9ede180a19

Observation 5a261537-9733-429b-bff3-3ecf505d8b5d · outbound

This paper cites Improving topic models with latent feature word representations,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Improving topic models with latent feature word representations,

Reference 18

Resolution
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raw_fallback, observed 2026-08-07T06:00:09.692570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.354139Z digest=sha256:c19ab85b1fa0f81bcb7680324bd52091c110a319850689419d9f91c0e6d2ea20

Observation 10dfd29f-ee23-4685-aa34-030c7b762a18 · outbound

This paper cites Topical word embeddings,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Topical word embeddings,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:09.540352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.356384Z digest=sha256:5d20d48087a24d79d60dac746045779a7cd98b514259a4980853dae65d6848ce

Observation 4eb8d20a-fc72-4c43-bf11-477dbcfdc3ca · outbound

This paper cites Cross- lingual contextualized topic models with zero-shot learning,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Cross- lingual contextualized topic models with zero-shot learning,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:09.410865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.358478Z digest=sha256:2d06d28552f2e9666dae78528a1b072f97d5e3e02e699893e518d82054f7dfcd

Observation 041f770f-7e25-4099-9a4c-e149020272e6 · outbound

This paper cites Topic modeling in embedding spaces,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Topic modeling in embedding spaces,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:09.238606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.360925Z digest=sha256:4bf960e3fd519260db3bfd284acf8021ff6c9aa0512d91ea43b6db52b7f9cc32

Observation 27f91cf8-f7ef-4d9c-9076-84d4ec21a16e · outbound

This paper cites Topic modeling with contextualized word representation clusters,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Topic modeling with contextualized word representation clusters,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:09.134348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.363098Z digest=sha256:70cfa5c7001de9b09dce63e4e9bf5bb8eeaa56260e7884b3322ce159f12be92a

Observation 95ec21c5-4f78-428b-b9ef-ccd041c8b059 · outbound

This paper cites Pre-training is a hot topic: Contextualized document embeddings improve topic coherence,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Pre-training is a hot topic: Contextualized document embeddings improve topic coherence,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.976450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.365338Z digest=sha256:42e702fc1f364fab3d171eb119d8fe6cd6c178e06674e9ab84acf11a359b6ce1

Observation a17c2cd0-8fa5-4d82-89bd-34713f7c37fb · outbound

This paper cites Tired of topic models? clusters of pretrained word embeddings make for fast and good topics too!.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Tired of topic models? clusters of pretrained word embeddings make for fast and good topics too!

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.845981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.367626Z digest=sha256:9e4c04a60d2f801d19a86034d19d63f80eedf47f359451e0108a0d73c49ff9ea

Observation 200de2df-c9d1-49b2-953b-a3405d6a0bce · outbound

This paper cites Top2vec: Distributed representations of topics,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Top2vec: Distributed representations of topics,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.699557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.369691Z digest=sha256:976a0523d206049367c739ed0eedb82d17903625fb46d96a4739a595cd8bad45

Observation 395429fc-edb0-41d5-84b0-63a20c4d082e · outbound

This paper cites Bertopic: Neural topic modeling with a class- based tf-idf procedure,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Bertopic: Neural topic modeling with a class- based tf-idf procedure,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.529871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.371830Z digest=sha256:cd8c96644c34e69834b4e32910801059a1836844c1a6a62a7eb2f4d0bfdd53bc

Observation a23571f0-49f1-4308-ab57-43ecd2c9ac5b · outbound

This paper cites A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs A Scenario-Based Platform for Testing Autonomous Vehicle Behavior Prediction Models in Simulation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:06.374321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.374321Z digest=sha256:30cde9f6fd5f802e52b876527df95b58bef0cd8d9c97e6176ec69681708e323c

Observation 004e9c0e-93d6-4ef0-934c-930d89c2155b · outbound

This paper cites Formal scenario-based testing of autonomous vehicles: From simulation to the real world,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Formal scenario-based testing of autonomous vehicles: From simulation to the real world,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.370083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.377091Z digest=sha256:cb3e90841cf06236439a13ecd478e01f7ffa59fa5d9d5a944e9b300800d1d350

Observation 07e1edc0-23e4-4f68-b3e9-cd40ffe04ab2 · outbound

This paper cites Systematic Testing of Convolutional Neural Networks for Autonomous Driving.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Systematic Testing of Convolutional Neural Networks for Autonomous Driving

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-07T06:00:06.544781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.379453Z digest=sha256:3a2db37c4a626518c4c47f58e5174250b0b5f71d0bb39715f0dac88a3f7493cb

Observation 8fd0dd93-13da-4f7f-bbe4-889746d7fcda · outbound

This paper cites Safety-Aware Imitation Learning via MPC-Guided Disturbance Injection.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Safety-Aware Imitation Learning via MPC-Guided Disturbance Injection

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:06.381907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.381907Z digest=sha256:c003d88e2b1ed030d5f7acd87361470bdfc6e7d6346337866b9703391a1a371d

Observation 8114a0d2-a562-4374-90e6-959b044071da · outbound

This paper cites Verifai: A toolkit for the formal design and analysis of artificial intelligence-based systems,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Verifai: A toolkit for the formal design and analysis of artificial intelligence-based systems,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.216596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.384380Z digest=sha256:ee3f412daf4f74a031edd85a2d06132f2f13b1da9fe06bbdc35fa4ea176646ff

Observation 894cb62f-11ea-4c01-96e2-90f5faa8acb1 · outbound

This paper cites Formal certification methods for automated vehicle safety assessment,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Formal certification methods for automated vehicle safety assessment,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:08.015483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.386555Z digest=sha256:764a7765a135e99484af3c6c7589050e8173074ccd13dd68a2f0b238d4cbf053

Observation 7e913168-48f4-449e-896f-f4711a1c3fb3 · outbound

This paper cites Counterexample- guided synthesis of perception models and control,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Counterexample- guided synthesis of perception models and control,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:07.761516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.388721Z digest=sha256:78aa969e8afd4ed95f7083980cfa6a332f01722349069cf1dbaba32f29c7ef58

Observation 6e73cd73-e5eb-45fe-8d5c-d9d879a5db77 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Chain-of-thought prompting elicits reasoning in large language models,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:07.520888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.390796Z digest=sha256:ce5a867f04c617617e6c9adad6c0607f3927461094f744caaf2e0f1a2f759e9c

Observation fca59e73-25d5-4ad3-9c19-63f8f7555021 · outbound

This paper cites Large Language Models as Optimizers.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Large Language Models as Optimizers

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:06.393043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.393043Z digest=sha256:fcdd4e8d9a18b13c4bb9e2f782cbe95eab173a6e70407c885624eb01714483e9

Observation 9475b8d0-c9fa-49d4-b9d0-85db95bf8dee · outbound

This paper cites Calibrate before use: Improving few-shot performance of language models,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Calibrate before use: Improving few-shot performance of language models,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:07.287538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.395399Z digest=sha256:4162a7f07182622cbdb02ef7b5137be8eed8bf60c30fdbde6d7160d622b4efa2

Observation 811413aa-0659-42a1-b869-6ec4c01dd311 · outbound

This paper cites Self-refine: Iterative refinement with self- feedback,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Self-refine: Iterative refinement with self- feedback,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:07.057626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.397734Z digest=sha256:aac63841c7d279213122e6cb26884148022dc62f647dbb5ede91631b4d950c88

Observation 8034ecc4-13eb-40e5-9ed2-b6a63e80d4ec · outbound

This paper cites Test-time recursive thinking: Self-improvement without external feedback,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Test-time recursive thinking: Self-improvement without external feedback,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:06.399749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.399749Z digest=sha256:5716541a07aa5b753845f0880414b01f79616e4dedba165d90b0a9807a2a55ac

Observation 4f31a243-d984-40c1-8b90-ae62e40b1a26 · outbound

This paper cites Nexar dashcam collision predic- tion dataset and challenge,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Nexar dashcam collision predic- tion dataset and challenge,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.965272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.401861Z digest=sha256:f88db4ddb86731615b17b4c47092687fb23c067785a2d3f5e3667add01c922a3

Observation 87fa23da-b11c-4f18-b55e-ff0c850bd945 · outbound

This paper cites Pre-crash scenario typology for crash avoidance research,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Pre-crash scenario typology for crash avoidance research,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.917314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.403991Z digest=sha256:9732a57dad4540b5964336dec5d6b731c750b7ecc68e7cd4a929f04df13c3f4c

Observation 3459eb67-686f-4056-adbe-3fe8798e2d54 · outbound

This paper cites Com- bining optimal control and learning for visual navigation in novel environments,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Com- bining optimal control and learning for visual navigation in novel environments,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.865730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.406416Z digest=sha256:7dcf0f869e08ec21a6c7168b5fa64847c6c37808cb6ba0512ff4d90baf62c756

Observation 180815c8-7b19-4f81-b073-2b13c1979ee2 · outbound

This paper cites 3d semantic parsing of large-scale indoor spaces,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs 3d semantic parsing of large-scale indoor spaces,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.826709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.408798Z digest=sha256:8b0adc876221d257bf749745df46601591eb90357602c7a56716ce5d52fe4d7d

Observation a6ac769e-b021-4d49-8824-31733bb22e0e · outbound

This paper cites Discovering closed-loop failures of vision-based controllers via reachability analysis,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Discovering closed-loop failures of vision-based controllers via reachability analysis,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.788979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.410942Z digest=sha256:99a2a50e870c898a67a6fec9aa9f5e3ded8c590211ce5e470c5165b992e3baf1

Observation 9b23b7db-12e9-40c7-a774-55d021fc2b6c · outbound

This paper cites Semantic anomaly detection with large language models,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Semantic anomaly detection with large language models,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.753719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.413120Z digest=sha256:f1e7f144fd0edf388b9a4778f3bac6d64a7e4d8ad90a2b404c1112d4fd27e6d6

Observation df7dddd1-a797-4da3-bf1d-632b3d4d150e · outbound

This paper cites Videomae v2: Scaling video masked autoencoders with dual masking,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Videomae v2: Scaling video masked autoencoders with dual masking,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.743279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.415380Z digest=sha256:7716bb3a486b329fe56e909edc2060b76a67758cd4fdbdd540a90f770707fe6d

Observation 39a9147f-6fe5-4590-8131-40447a44d8f0 · outbound

This paper cites Enhancing Safety and Robustness of Vision-Based Controllers via Reachability Analysis.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Enhancing Safety and Robustness of Vision-Based Controllers via Reachability Analysis

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:06.417708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:06.417708Z digest=sha256:9900dacc5d9a221d0e2fe20c75ccba4c67c4d7de6e98fec6faa5e06555125f3d

Observation c5977642-5835-4177-a291-518969d576cd · outbound

This paper cites Detecting and mitigat- ing system-level anomalies of vision-based controllers,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Detecting and mitigat- ing system-level anomalies of vision-based controllers,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.735401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.420057Z digest=sha256:5c3089c3ecf307feccb0f86222f97d286636debb7a5b6e6f234893c69865e5a9

Observation 3ddadca1-037b-4120-a8ad-20dbbbf8a050 · outbound

This paper cites Counterexample-guided data aug- mentation,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Counterexample-guided data aug- mentation,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.728089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.422252Z digest=sha256:f5aff17baa6afc0134a8bf2ca81dc39f36b2a5907cadaf4817cc7a7fa1bdf348

Observation 552c4c7e-2dd8-4b6b-8336-e8704ac90b28 · outbound

This paper cites Specification-guided data aggregation for semantically aware imitation learning,.

Unsupervised Discovery of Failure Taxonomies from Deployment Logs Specification-guided data aggregation for semantically aware imitation learning,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:06.719196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T06:00:06.425719Z digest=sha256:422e4af67a7314c8a60b71dc783ba66dc8dbc5f4b987d12ecfb6e81b31eeaa0a

Pith citing papers

No inbound Pith citation observations are available.