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Paper Citation Record · LEDGER

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing

As of 12 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2412.02638.

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

pith.paper-citation-record.v1
2412.02638 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:17:09.986531Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:25.297656Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:54:28.237725Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact2
  • verified fuzzy16
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a60b91c-0d0c-427e-be41-c93bed9d5e17 · outbound

This paper cites A dataset and benchmark for hospital course summarization with adapted large language models.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing A dataset and benchmark for hospital course summarization with adapted large language models

Reference 1

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verified exact
local_arxiv, observed 2026-08-11T23:17:10.775109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation da0cabd4-d32e-46da-9dc8-39ee1eb32d0f · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 2

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source=pdf_text observed=2026-08-11T23:17:09.661375Z digest=sha256:5a356661df337e592b1535ccb6d1923555fa912b1724da6c6cb40325d397933e

Observation a33dc57c-d9df-456f-8c04-b7e73775e933 · outbound

This paper cites LongHealth: A Question Answering Benchmark with Long Clinical Documents.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing LongHealth: A Question Answering Benchmark with Long Clinical Documents

Reference 3

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source=pdf_text observed=2026-08-11T23:17:09.667505Z digest=sha256:e131e34186f2888d3d55e721e7426f86a15f2709925add895200d41032ef8a06

Observation f4c0d5ca-9550-4feb-abc7-d35a07563fdd · outbound

This paper cites Nemotron-4 340B Technical Report.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Nemotron-4 340B Technical Report

Reference 4

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source=pdf_text observed=2026-08-11T23:17:09.672170Z digest=sha256:5f02c60588b088d9e8d8f03e47ae91281ac374b4021184af6541113146039afb

Observation 3af199ae-e53d-4134-964c-b2599a045459 · outbound

This paper cites Llama 3 model card.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Llama 3 model card

Reference 5

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source=pdf_text observed=2026-08-11T23:17:09.676808Z digest=sha256:fea91e51a7bee56b46cdb24a3951359bd177cc48f980fc6ee82487580e163369

Observation 00783bc6-5fda-406c-bddc-a2ed6f71adef · outbound

This paper cites Learning from narrated instruction videos.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Learning from narrated instruction videos

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-11T23:17:11.135013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.681325Z digest=sha256:e9ae01e7c752a6198e9b812bfef645b4a8aab1b3cae5a537a4cc6fd3f9023908

Observation dfc5807b-3cc3-4dc4-af7a-97278fc48f70 · outbound

This paper cites More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering

Reference 7

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source=pdf_text observed=2026-08-11T23:17:09.685819Z digest=sha256:c384e7961f2bac49a2958dd387ca4eb2db8c7746595b9f1aede520c5ea0e08a7

Observation 8f6996f3-722e-4e4f-b4d1-309b2ebab75a · outbound

This paper cites Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark

Reference 8

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source=pdf_text observed=2026-08-11T23:17:09.695892Z digest=sha256:1c1428bf30e01a3e48c867b75c9abaaf50df120b50e272754fb6bda3e6166a6b

Observation 5f1178a7-8649-4ac1-a406-b2244b3a3b7f · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Scaling Instruction-Finetuned Language Models

Reference 9

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source=pdf_text observed=2026-08-11T23:17:09.704226Z digest=sha256:0086fdbc60921b1ad35ba0e754c811b80c4e6f929dd694aaafaeb1db0a5ac237

Observation 79fc000d-98d9-461e-95a0-06c08dc64e55 · outbound

This paper cites Clue: A clinical language understanding evaluation for llms.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Clue: A clinical language understanding evaluation for llms

Reference 10

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source=pdf_text observed=2026-08-11T23:17:09.712691Z digest=sha256:f9e83da6eb53e49a75fb4df3f80432a841e0a9e6a0cd07dc108151568426e377

Observation d460a6bd-074e-4f3d-8d98-f71385ba798f · outbound

This paper cites Wizard of oz studies: why and how.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Wizard of oz studies: why and how

Reference 11

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raw_fallback, observed 2026-08-11T23:17:11.121420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.717236Z digest=sha256:0cfd9c2663ec55efb92bbba55f330d5acdb8e89ddb8e4a666b1198951851c281

Observation 26d6a133-ad36-473e-ac51-cff2f9749a1a · outbound

This paper cites LAiW: A Chinese Legal Large Language Models Benchmark.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing LAiW: A Chinese Legal Large Language Models Benchmark

Reference 12

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Observation 349082d5-5b13-485b-b96d-335e0ac02015 · outbound

This paper cites Scaling egocentric vision: The epic-kitchens dataset.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Scaling egocentric vision: The epic-kitchens dataset

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.726283Z digest=sha256:55f2a8b7256cb927e27ece9c5c6801fc1c324b3cbdf788bea56483450c63c34f

Observation 6995e14b-e5d4-4612-91ab-79994c705aff · outbound

This paper cites Developing Virtual Partners to Assist Military Personnel.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Developing Virtual Partners to Assist Military Personnel

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-11T23:17:11.094772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.734467Z digest=sha256:26607b56d96d8e22d69d3167d603b374ea26f1b41bffbbc402de9dd36bb91dc9

Observation 943477cb-c4c6-45c7-b63b-4b2eb39b76dd · outbound

This paper cites On the Limitations of Reference-Free Evaluations of Generated Text.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing On the Limitations of Reference-Free Evaluations of Generated Text

Reference 15

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source=pdf_text observed=2026-08-11T23:17:09.740067Z digest=sha256:d0a6a5a19a6118fed6776032a718c9593f34126e650c4e939f1e252b17df5a2d

Observation 9fd68ed7-042f-4a7f-88f9-31df2117cb48 · outbound

This paper cites Simsensei kiosk: A virtual human interviewer for healthcare decision support.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Simsensei kiosk: A virtual human interviewer for healthcare decision support

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:11.080714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.746163Z digest=sha256:7b6bbfbae60ddc1047434ccad98ce11868e88b9bbed0a663d26e080d4bd617bf

Observation 455b1ec3-fdf7-403b-8a32-8999f22aa400 · outbound

This paper cites Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.753634Z digest=sha256:294422890b12e7ed5692c610e8b868e1c80f033b7856fbbdfdad0b22d6dbaa75

Observation 5598b24a-5f24-4db7-b9d1-0aac9c19e54f · outbound

This paper cites LawBench: Benchmarking Legal Knowledge of Large Language Models.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 18

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Observation 4e72f77f-3315-468a-b95b-745db4d2e00a · outbound

This paper cites doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset

Reference 19

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source=pdf_text observed=2026-08-11T23:17:09.763580Z digest=sha256:c0f9c6a02fc8e7b346c27eb28c42019d7184aacce318affa842ab70d23deaf6e

Observation 57116503-039f-470c-bcaf-51cd82e0c22e · outbound

This paper cites Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:11.065061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.767763Z digest=sha256:172fbca07f627f78b089a5a2fb197ed522a9d739c7370b8a90212fc226bc0ef7

Observation de577a88-d11f-474e-91aa-832c4e3176fa · outbound

This paper cites CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review

Reference 21

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source=pdf_text observed=2026-08-11T23:17:09.772459Z digest=sha256:e7294b36516e2105cee18507ebfda3aee26a67e0a004e05749391ae094672e03

Observation 78875cd0-921d-4c97-808d-7a17c72722de · outbound

This paper cites Construction of a Japanese Financial Benchmark for Large Language Models.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Construction of a Japanese Financial Benchmark for Large Language Models

Reference 22

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verified exact
local_arxiv, observed 2026-08-11T23:17:10.360627Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 359a5287-3ac7-4e83-aeb1-08402922405f · outbound

This paper cites A taxonomy and review of generalization research in nlp.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing A taxonomy and review of generalization research in nlp

Reference 23

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raw_fallback, observed 2026-08-11T23:17:11.047838Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.780846Z digest=sha256:98289c71d641ca675fff0636ce663de13f79f6fada35b18be3d216e21fe961b3

Observation 84d4906f-a7c7-4dc6-9e0f-38cd98c735aa · outbound

This paper cites Mistral 7B.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Mistral 7B

Reference 24

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source=pdf_text observed=2026-08-11T23:17:09.785016Z digest=sha256:2eba1bc3b95ebc1607fd32cb9544c60fc0c1d97664f21a706dd633868abf03ff

Observation 5f934807-4653-42af-826a-736d8e7fb675 · outbound

This paper cites Wikibench: Community-driven data curation for ai evaluation on wikipedia.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Wikibench: Community-driven data curation for ai evaluation on wikipedia

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-11T23:17:11.031107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.789784Z digest=sha256:2a7eed6c1df074671417fde6d8fb8c2d5afd987cfa2b9c625fc346ec06764b12

Observation d9f59dd6-b9bb-44ca-9399-507a525d46a3 · outbound

This paper cites Natural questions: a benchmark for question answering research.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Natural questions: a benchmark for question answering research

Reference 26

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source=pdf_text observed=2026-08-11T23:17:09.795879Z digest=sha256:133db5189ef50341f3fef7763c6b6e033d816c4079373cee8d741447925d255f

Observation 0cc31c51-e7b0-4824-a958-928c30f4eeca · outbound

This paper cites Obelics: An open web-scale filtered dataset of interleaved image-text documents.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Obelics: An open web-scale filtered dataset of interleaved image-text documents

Reference 27

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source=pdf_text observed=2026-08-11T23:17:09.800721Z digest=sha256:70a5a7230451ed0c02a084857d4156af4bd039b958d33291cebab9a507970f3e

Observation aa5c0244-22e4-4e8d-b68c-4a9419c0246c · outbound

This paper cites Materiality, sociomateriality, and socio-technical systems: What do these terms mean? how are they different? do we need them.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Materiality, sociomateriality, and socio-technical systems: What do these terms mean? how are they different? do we need them

Reference 28

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raw_fallback, observed 2026-08-11T23:17:10.994571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.808324Z digest=sha256:79a671aaeee93644c9aa722a9c170ae661f1e3c19ce7db7e0096dfec35588edc

Observation 114d0dbc-ca95-430d-a0c2-8f11e814b3ed · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 29

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source=pdf_text observed=2026-08-11T23:17:09.815269Z digest=sha256:6e04b37658b663cb72c77591afb6bed4e8b4d7542e2eeae977b734ba37eab313

Observation 15d8acad-7cac-4f83-a215-82545ad12a44 · outbound

This paper cites From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline

Reference 30

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source=pdf_text observed=2026-08-11T23:17:09.820520Z digest=sha256:7b113d50088f7232574b36591a9f2eaf0902afc997a979ffc8f034c173e30e3a

Observation aa73d6fb-2a8f-4652-a0aa-4400eee355b2 · outbound

This paper cites AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework

Reference 31

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no resolver link, observed 2026-08-11T23:17:09.826556Z

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source=pdf_text observed=2026-08-11T23:17:09.826556Z digest=sha256:fcaa6e96234f908aaddf0909e8d0cdf9bafcc41e286f38d376981eddb64465ac

Observation 7f415ce1-cafd-4dc9-89f1-036c75d9cc32 · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.833189Z digest=sha256:5dc93fd691d9414f87df04f535e91e837a39ea175a4b46b48d08343fc3c75a17

Observation 5a23c9f6-0e37-4ed6-9229-ffd9e1629590 · outbound

This paper cites Large language models in healthcare: A comprehensive benchmark.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Large language models in healthcare: A comprehensive benchmark

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.971473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.837819Z digest=sha256:57a41b94f0dfef94063913f2b84f2f2330e8d07bca39ae90e60312b1fd05c5a9

Observation 318e23d9-e377-4f66-bd5e-bba150d6ad50 · outbound

This paper cites Improved baselines with visual instruction tuning, 2023.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Improved baselines with visual instruction tuning, 2023

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.842778Z digest=sha256:3f05115dec460706370099a7781e2b31cb25c60318b49ed06c885080b740af61

Observation e46721a5-857d-43c8-83a9-6e3023dcfad8 · outbound

This paper cites Visual instruction tuning.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Visual instruction tuning

Reference 35

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source=pdf_text observed=2026-08-11T23:17:09.849669Z digest=sha256:10c721b9e6eadee6915d4c6194959025d621bf02a4899f3c081340eab08a9c64

Observation c06f9d81-e69b-4c1f-8656-48d9e9e3ae94 · outbound

This paper cites How can large language models help humans in design and manufacturing? part 2: Synthesizing an end-to-end llm-enabled design and manufacturing workflow.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing How can large language models help humans in design and manufacturing? part 2: Synthesizing an end-to-end llm-enabled design and manufacturing workflow

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.930812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.855903Z digest=sha256:1018d3191a451ec44a32817e48a71fc75331e04c8681d4b39f20008600c72ea7

Observation 1470fb39-6bf6-4dbe-9276-25c098f33ce1 · outbound

This paper cites Hello gpt-4o, 2024.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Hello gpt-4o, 2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.914217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.860224Z digest=sha256:0522510dc00f6c196dec8b05f7e19d0036dd5f8cceca126d42f7925158fd4c61

Observation c241ca3c-c8e0-4fc9-910d-16a81b424978 · outbound

This paper cites Deloitte and the manufacturing institute: Big gains in perceptions of us manufacturing as innovative, critical and high- tech, 2022.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Deloitte and the manufacturing institute: Big gains in perceptions of us manufacturing as innovative, critical and high- tech, 2022

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.897746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.864581Z digest=sha256:3ebca8165a24cc7b6919c4d43a8ed4fe9a51bcf4a2f845eb8aa965d2596ed665

Observation 23c8eeb5-3070-44e7-b963-09d7ad8268fa · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Robust speech recognition via large-scale weak supervision

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.871247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.871247Z digest=sha256:0fc17c5ce6c00c4df31de15819249b0d49971020b9a0f54440e0e2615ad68f0e

Observation b7a18724-5c8e-4a68-b4e4-3eae08144909 · outbound

This paper cites A Simple Recipe for Multilingual Grammatical Error Correction.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing A Simple Recipe for Multilingual Grammatical Error Correction

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.876065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.876065Z digest=sha256:4653b7c8d6e3da444660d14261e8e9002f5b7126d0224a1e60a030ba1d22e0ba

Observation 72e3b153-21b4-4f21-87d9-041fbb450ae2 · outbound

This paper cites Targeting the benchmark: On methodology in current natural language processing research.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Targeting the benchmark: On methodology in current natural language processing research

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.870313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.882217Z digest=sha256:8757bd99135cd6a4eee5ccf1382624191c081e3421496a98aa6e54eb0be6ea9e

Observation 0624de4d-f7b3-4db4-a256-1857d0b11bea · outbound

This paper cites Sener, D.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Sener, D

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.854491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.903450Z digest=sha256:e76b3c06310c4467ca8f420018f6367f9239d060d11c830db0baa8944625c0a6

Observation 072464f7-918a-4198-94f6-3af7d5fd45c7 · outbound

This paper cites Everyday algorithm auditing: Understanding the power of everyday users in surfacing harmful algorithmic behaviors.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Everyday algorithm auditing: Understanding the power of everyday users in surfacing harmful algorithmic behaviors

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.838247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.909771Z digest=sha256:7894fa59c070ef25da94e657f91054a523cd7e0b28c6b1c1ce6be880feca668a

Observation a3060c87-7475-45dd-8eba-cca1c3ec0f02 · outbound

This paper cites A Roadmap to Pluralistic Alignment.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing A Roadmap to Pluralistic Alignment

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.920055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.920055Z digest=sha256:031ea4c28a7d8859b9676e56638fb108e9653bc132db50a58756837ece158ebb

Observation a9e578a3-1e96-4bff-bfc8-0b469908f3ae · outbound

This paper cites Coin: A large-scale dataset for comprehensive instructional video analysis.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Coin: A large-scale dataset for comprehensive instructional video analysis

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.925415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.925415Z digest=sha256:b8333d3540adda803ad27859071ac2bf4da0d73983010ed10e5ae0738a8bb781

Observation 33c1e768-4564-4022-b83d-a35fb9b4f2fb · outbound

This paper cites an unresolved cited work.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.931676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.931676Z digest=sha256:2e05854804c1ac8c3e22d54af4aca928b9d3953e5c3b926557d266fc9ec789ec

Observation 658f18c5-91c9-42c4-9fa8-50e422566110 · outbound

This paper cites FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.936820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.936820Z digest=sha256:ef48096734c565e7f0fac933a7f1dd47f7b1dc88d77d40d9451b3a14f04472a6

Observation f02ee2bc-52ab-4b80-b44e-608cbedb731f · outbound

This paper cites Holoassist: an egocentric human interaction dataset for interactive ai assistants in the real world.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Holoassist: an egocentric human interaction dataset for interactive ai assistants in the real world

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.943454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.943454Z digest=sha256:84ce66b2f2ab666b20ba1b669e7e69c3ebcec12fb88551376f4e706dff45b606

Observation aac590b2-4222-47c1-a27c-6c72b455843a · outbound

This paper cites Crowdsourcing Multiple Choice Science Questions.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Crowdsourcing Multiple Choice Science Questions

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.949515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.949515Z digest=sha256:49188107174e4ea75338374f30528c3787378fc55157ed707b171e7c616dc220

Observation 87f6520d-35c9-4fa3-8a6f-6fa7fe9c85fb · outbound

This paper cites LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.955222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.955222Z digest=sha256:2bb4b6c6a0c8f268fc1dd68cf3263d15ef118cf87b1176014344d0fbd93b4959

Observation 772f962a-81b2-4859-a735-4947e8b7d467 · outbound

This paper cites PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.962812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.962812Z digest=sha256:324cdec3f452ffe261dbf18dedbf9e3bcb17366453c3922f91463840e245648a

Observation c01312c2-5e55-43df-bcc5-7500e7dcb342 · outbound

This paper cites FinBen: A Holistic Financial Benchmark for Large Language Models.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing FinBen: A Holistic Financial Benchmark for Large Language Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.968508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.968508Z digest=sha256:edf44aa68829f5e8e1b930814fe48052de6eba3162daa447fbc3b7998f4aed18

Observation ac7a5a50-5471-4032-80bb-d5f51932a428 · outbound

This paper cites SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing SuperCLUE-Fin: Graded Fine-Grained Analysis of Chinese LLMs on Diverse Financial Tasks and Applications

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.973480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.973480Z digest=sha256:0b388906cc83e32037459c74d1a01181a1a55ead7bc95711be915b3db115e636

Observation be2a995d-9650-42df-a659-d7e62802b7ea · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.977987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.977987Z digest=sha256:e55be1fe7a8d7ae6f0a761b968d126dcce55cde85cff865795dc3335f8df7e69

Observation 36d8a1ee-c7be-42e5-87f8-c85a5087372b · outbound

This paper cites Towards automatic learning of procedures from web instructional videos.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing Towards automatic learning of procedures from web instructional videos

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:17:10.791578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T23:17:09.981824Z digest=sha256:a7266a7c3866b3784253da013d15daa56c45a999f4471dc44614ecf78712788d

Observation 307353fd-7420-4312-9ba7-25417a8b210a · outbound

This paper cites LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment.

QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T23:17:09.986531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.986531Z digest=sha256:6de0bfa02631f00ba79b22cf21bae99c11f9c5d73fcb99e1010c7f4243b599c0

Pith citing papers

Observation 86c4533a-8b16-4dca-b736-bbd1c4a6a60c · inbound

IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios cites this paper.

IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios QA-TOOLBOX: Conversational Question-Answering for process task guidance in manufacturing

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:54:28.330413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-07T13:54:25.297656Z digest=sha256:0735e8e8a8523b9b0d0286e0e90ec5d9f0160327502d993760f5ed6f09dbff71