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Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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

Resolution
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 2026-08-13T06:32:02.005865+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:b9fe36e5c121fae137134da68e3de1211fcf750b4c65e729ff70599e4b589b66

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=sha256:21b5069a4d2a3de5eb2ec917143d0dc8e466fcb11e61886ffe52b31bab2b54c4

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:d96680f1352748de40810d880e48e1bd88f87ac053b696abad94eddce53f6d46

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=sha256:7c2baa63790c300ffe887d50c4437fd82a76b32ab758694ac37e8752bf5d3673

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.681325Z digest=sha256:fff1003c7379653e0382c1f27c440163ffab21decfc4a8a1f48a4f927b9a6032

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:f0dbde9828bdde28a7b153a67cdee549b5fba74830fe2c46d911340e81b49218

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=sha256:3d4521b9d6e71642e60868f25df70dbc1f9b657df99e172123714abc6040fdb0

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=sha256:93794ca70bc749089749ac205b01749a8fa32239098ae0fef1718288b3b97f00

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=sha256:038e99f86ee737dbc89a02a84f89042167c96274ad53177998c282cc29796efd

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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verified fuzzy
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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.717236Z digest=sha256:5da1e0f2e70a08168dadf2e5b7960a3074fd5ea5c1cabd4a307d9f73309ba92f

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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no resolver link, observed 2026-08-11T23:17:09.721440Z

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source=pdf_text observed=2026-08-11T23:17:09.721440Z digest=sha256:308c67d2193c383a07b6f7cfc77c56ce42782c61b7e9598e44c3638252cea5c2

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:ebacc06e331ec52d82af3b8374a8f1fe4402588f40f07ba705c42bfdfa708c69

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.734467Z digest=sha256:37c11a40537c2b25ac74100ec05ad964348d705a66abe9ec91fa8f310c99366a

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:a781fd83e14bf56500f87d2c7b01a7591ec78fd092ff128f189d33f042e13a13

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.746163Z digest=sha256:46dfe3704b93cd6ee8fa7c8e584c4530c92337b9ccc6eeb926a68c0ade37b85e

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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source=pdf_text observed=2026-08-11T23:17:09.753634Z digest=sha256:7a49f298e020f73066336180f3c5ab833d212deb2c79b706d718d4a7bd56a9e0

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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source=pdf_text observed=2026-08-11T23:17:09.758834Z digest=sha256:ee2b8f030eef0a7cca2368da14b23b28b717ffe02d5b2c2f01cf43f1983c23cc

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=sha256:40ee0f182423e291492eb1f0fa5cd169def5077d7118e2bb6349e1eadc5b919b

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

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.767763Z digest=sha256:88e462ced595744fb6604200227bafc2b6c5c0dbcbc5c61522756728a8c4559e

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:ca6c77af4c891fa5230f8d785fb5f11971edfec21860a269f9839798eb214551

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

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.776424Z digest=sha256:a12275c9a45ac9cab24bb4b6c09d311827a3a4e301cadad7475e13ea0d69e09e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.780846Z digest=sha256:24649e2678c0804a5ae87002fd1fbab6e485cc8207acecb5a944418944f73610

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=sha256:529a367d161d1503d018b0d4ba9f86c28f89c599a5f157b8d40b32fe18616b8d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.789784Z digest=sha256:cb852ffd8f5454d3f71dffaf0021e65bcdaa7e73dbb4955dd595a68ba5dfb108

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=sha256:90327aaa6282362b2c92ea1c366a8a9d77080440b5c7f9ee6230dc3edaade6f5

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=sha256:8d6d5795ca53e9e38cfa7a3a54d4c07e6bd63609ff24b942c440b65c2d742dcd

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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verified fuzzy
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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.808324Z digest=sha256:d43b227140342de1a6dfc914f43292e8025bb30189e574f328672ebdb837554f

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.815269Z digest=sha256:f8b82e4367b87886a67c66d914df1a4dca95336f70f3329b9ca0971367531eb2

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:c59ab70af8a7ea7f464df486a098d5507ed0ee7b5983f42bb8dbf1a12347bea4

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.826556Z digest=sha256:ff59d63b8ffbc8118198ee43827cf10cdcd3df924f85296ce7455f02e6b31bfd

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:17:09.833189Z digest=sha256:4832e01e5cebff268598886755a62aec8a8096cb1627a7edab3cedf08ea4e568

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.837819Z digest=sha256:c1a553d0b64b3a4baaf7946e39fb93bb4be3fe3cee7c433b4b6092fa26185c8d

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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source=pdf_text observed=2026-08-11T23:17:09.842778Z digest=sha256:b494b831f4816170f748fc69f72436c95049c2da11abdef86f0c55e79f00fc9c

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=sha256:41d3e6c506e17d864737b62651fad208344835ec519917e0259bfffc9790ae66

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.855903Z digest=sha256:805f23c8dcf106b161c9ea0f5dbe43bcfa21d26bfce77975f5991d6c41d8fa3e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.860224Z digest=sha256:de7e9fc33cd1925e271c695b8b27db431eda26b90e1abe7b1e2fb2a2e3adfa7c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.864581Z digest=sha256:2bb513a34a8ddfb6adcbb5b1c1b6c33cc2a153881a22422742768a5a3dfb1c2e

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=sha256:7ba6fb763143e2c0efb8c5035f8499c585f5ca9701a4dbece0d5e1d68f0842cf

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:cd459bbed7612f9ab245bc295f1defddae6e54985b2d808f14bba368348b1271

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.882217Z digest=sha256:6223ece449adc723dc4be9e79047a3a5826843f6a5892533b7eb1fbe01917664

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.903450Z digest=sha256:93ec6067e801b85d440471e11a9cc241963e3f296d86091dc18450f5bb1fc2d3

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.909771Z digest=sha256:346228b33d4e15664cb2e773fe6636f42bc3672908bdb9cf05fb560329b91859

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:d4c7d54b4be838e18a3d611bf0be35cd4b58e9ca65bde2210da48612add95b6c

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=sha256:6cd28c9c4be0733d1a832cbb32d14e73d34566eaf7b0ee13933f97c93afe3d0d

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:fc900ba679f7ee495afe7b83dc9e6c7aaa2f12d7671316a021d5a4cd5933d59c

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=sha256:5e387d1098afa875c236c7ffbb3d1d5db776f951f8fa0e4015097e7c30e796eb

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=sha256:3aceb004431a315cd1f09209c42a79923aa5da784c68390161fd6a8cd920ce31

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=sha256:19079ecee703e18b923620826a9df13fe6644779c8bdf6e245f3354e7ccba17e

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=sha256:48c15bd7261ea48c5aec98d7ee73bf3213f3749f2b3e6e7be45cc6858d6bd6e5

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=sha256:352611eabc80970059522d4517e5f903e1bd2c9c042de727dc53fcca86f3a35f

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=sha256:6087928d82ca592e64b7635a56efd54bc758df36bc1a38be1e30c8f0efa2afff

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:e9595a5c181091af0297ae3ca1bcf4cd6b933a7727d34cd10152f092b655b0ef

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:bac82c34c564d5b025344b361db862372137a0a8a704f8689cc7caf5d0825dd1

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:17:09.981824Z digest=sha256:f491435db8ea1920a1d58eecbfeb84ebd46dd1e09101556c1c34ff36972ab76a

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:ae9a33c94f77905e99a9f892b2a6d73afbf4933d0a166e9143c3f3e6520e86f9

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:54:25.297656Z digest=sha256:110eacda5dc420379e8ca44f9cb35b0c17bf54e22ea1e659bfea1edec1b5fa41