Pith. sign in

Paper Citation Record · LEDGER

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle

As of 18 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2412.14215.

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

pith.paper-citation-record.v1
2412.14215 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:55:17.192320Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy33
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0b77b7a-e7f8-4f3b-9db1-805f085c0be0 · outbound

This paper cites Can large language models truly understand prompts? A case study with negated prompts,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Can large language models truly understand prompts? A case study with negated prompts,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.987133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.953454Z digest=sha256:fb8f2b95d0f8a90d7bf771ac76e2bbd2b329b3e99f88e8375db77b63911a7f23

Observation 0921da5b-9d0e-4364-86e6-508ba8af8fe6 · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:16.957924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:16.957924Z digest=sha256:1aeeb12c0b797b7b9a7c08bcf795a323fa63865c6c2af4f51770ac4d3ef52af4

Observation 4735b89c-b4cd-48e4-9dd1-db0956205d90 · outbound

This paper cites The prompt report: A systematic survey of prompting techniques,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle The prompt report: A systematic survey of prompting techniques,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.968792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.961982Z digest=sha256:f72482cd5be1c1cd90759d306342261dc79c8820348fce5e6ee434082af1b70d

Observation 3a9f691a-64bf-4c86-8066-c178f57dbe51 · outbound

This paper cites A survey of DevOps concepts and challenges,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A survey of DevOps concepts and challenges,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.957331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.965666Z digest=sha256:61c4dceeaaa94fd44f0068229f047182f44a512aafbd5d3cf3a1e3c7b4c271b8

Observation 2a1eb472-ed40-4ca9-b041-12d384d464f1 · outbound

This paper cites Continuous integration.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Continuous integration

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.944051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.969384Z digest=sha256:49b98210c67a46c1a375ff006505358b9224ff367be61788f5cec5ed88e458a3

Observation 39714163-1e86-4c64-a88e-aaf58863f7cf · outbound

This paper cites The agile manifesto,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle The agile manifesto,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.931474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.973230Z digest=sha256:f1eedf3490b9bc57da9c9a651a9d93d8ba6840e3653ef474b01d8baf151795d3

Observation 588669e4-ec0e-4a4e-a7a3-1b28e2203c49 · outbound

This paper cites Humble and D.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Humble and D

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.919621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.977209Z digest=sha256:0e9955f39a3588f108237cbcf230b28561f6d626ba608bf601f1adcc2b86dba0

Observation dccd5f73-5b3d-41fa-9784-53cb286cacc5 · outbound

This paper cites Continuous delivery: Huge benefits, but challenges too,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Continuous delivery: Huge benefits, but challenges too,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.907303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.980586Z digest=sha256:279727fb7f75162842a5b4af24c780621a04eba7834f9f08f28e9d32c0c8db53

Observation 431e1631-5d1d-42b7-b1cc-adff772f66a7 · outbound

This paper cites Dustin, J.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Dustin, J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.895386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.983974Z digest=sha256:29497827aa087343037398774313241fe0253424c0087684b9f14a7b0656845d

Observation 3c336da3-2842-4895-a6be-ecc1ffcc5630 · outbound

This paper cites Gregory and L.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Gregory and L

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.883665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.987543Z digest=sha256:e5054e08a44a08297fd796d1afb5fcef6df2521387df7c07a6615cc425d6e07b

Observation cc41fb01-2764-459d-89fe-efa8771015fb · outbound

This paper cites Cohn, Succeeding with agile: software development using Scrum.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Cohn, Succeeding with agile: software development using Scrum

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.872000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:16.991183Z digest=sha256:9aeca19f28b5c6d82d3c207b717522ef1ecc04bf1dfdec0f85a10a71ac0323dc

Observation 96d3eeb7-23ad-4dcf-ab07-d239adb3131a · outbound

This paper cites A Survey of Large Language Models,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A Survey of Large Language Models,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:16.994671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:16.994671Z digest=sha256:68c618477a9497e460bf385684fa7249013a6980d19b12c3d26d38c47df975a6

Observation 8b467228-ce22-49ae-b96f-9c76edc13326 · outbound

This paper cites Learning to control fast-weight memories: An alternative to dynamic recurrent networks,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Learning to control fast-weight memories: An alternative to dynamic recurrent networks,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:16.997892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:16.997892Z digest=sha256:9f137a8e9cc45fa4255a645fec5538575fda1bbca241e400130ae6005e80a0f3

Observation bd11347f-0e9f-4011-b371-7d6da4247345 · outbound

This paper cites Neural machine translation by jointly learning to align and translate,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Neural machine translation by jointly learning to align and translate,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.846612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.001344Z digest=sha256:bfc4341d6117b4bba3d36ce9c336f8074b723ab96595a4869ad74ee34adf9f29

Observation dcd17c20-afde-44df-a48a-b80f3b0136b4 · outbound

This paper cites Attention is all you need,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Attention is all you need,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.004924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.004924Z digest=sha256:31516daadd1d3353c5b414c7692431f69fd76f23e2cd7b2472476d182df9ea37

Observation a0ea03b7-dc93-4df1-8e16-7e5f4b037516 · outbound

This paper cites Long short-term memory,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Long short-term memory,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.008487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.008487Z digest=sha256:f08022e39e20a57f9822770af2e9da551e56e6c391b8ba94a15654ad3a09f71d

Observation 338f7dc6-2ebc-4a8c-bb2c-dbcbb674921c · outbound

This paper cites Improving language understanding by generative pre-training,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Improving language understanding by generative pre-training,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.012023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.012023Z digest=sha256:fe6bf507eeea067a90fd6f6c98576b8103162416521ac0b0e1949c72c9c65b1e

Observation 96790c25-6c19-402a-8b32-e8ff2f2d1f7a · outbound

This paper cites Language models are unsupervised multitask learners,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Language models are unsupervised multitask learners,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.015681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.015681Z digest=sha256:e1109d5215617597b1954ccbf05f382b055b797ba5e05bf8b781dac941a70663

Observation d34fca33-19c8-4834-9adb-e577d54a8b60 · outbound

This paper cites Language models are few-shot learners,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Language models are few-shot learners,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.019307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.019307Z digest=sha256:16c80d9e14a6c79ccc0811411110aad20ee0d6ae0b5b546b671924a894c0d61a

Observation 04fb0e6a-f5d9-42a6-986a-8eb457907d04 · outbound

This paper cites Training language models to follow instructions with human feedback,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Training language models to follow instructions with human feedback,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.022675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.022675Z digest=sha256:c09779b2432b2534740f0724ada0b0be83778070cac92d8cf2e123c4dfdf5e6e

Observation 8fbf5640-4681-4feb-8787-583b35257891 · outbound

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

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle LLaMA: Open and Efficient Foundation Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.026049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.026049Z digest=sha256:4868f829161b40a63934a920d221fa0c22ddd37f2e1ccfde875634b1465354ee

Observation b7130fd9-f1e7-4c7b-b81a-780c978971ab · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.029634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.029634Z digest=sha256:5a98c74bfc2b852fea27e51de366da7cc44a4597ae0c03ba4a1d68da312ce4b9

Observation 91e594e4-143f-4619-b597-902869bdf229 · outbound

This paper cites Training Compute-Optimal Large Language Models.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Training Compute-Optimal Large Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.033057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.033057Z digest=sha256:9d8e79d0416be7048e9af01d2fddf777be75e94bd67786859d9ad9080b3cc379

Observation 728875c5-5bf1-480a-86a5-a0c302de48a9 · outbound

This paper cites Textbooks Are All You Need.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Textbooks Are All You Need

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.036882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.036882Z digest=sha256:818875af170b5f8fdf9add74da7c3b77d737160ce3b2543e540e65807c2d5199

Observation f476ed1f-c91a-4b7c-ad3b-638afe37550a · outbound

This paper cites The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.040675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.040675Z digest=sha256:60358b01096e32e604b19da4a582b7c7df83af6cdc4cd086ea1fecb4a77e0928

Observation 0b6aeda7-644e-4dd3-a320-9a3c4c64d457 · outbound

This paper cites Russell and P.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Russell and P

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.795291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.044429Z digest=sha256:c2183856d504ce11ee46f32f2d3ad55f611eda01f66ac9f752bf67ba76a0552a

Observation 3502b415-3285-457d-a97a-2a89b2a2e295 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.048058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.048058Z digest=sha256:35a859f8b31049d0df71510ae9281dcb5f03670c68f60d5bb12ca383619291c8

Observation 134ab627-4475-4dc1-931c-1f763ef2ea8b · outbound

This paper cites A survey on large language model based autonomous agents,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A survey on large language model based autonomous agents,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.784006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.051934Z digest=sha256:6e485dac81f8351d5e975471c32ae756ac7e0642119c35839efe9e5c2927f4b9

Observation 9f14cc08-a57c-4714-8eff-ba0a8d656876 · outbound

This paper cites LLM Powered Autonomous Agents.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle LLM Powered Autonomous Agents

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.772921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.055610Z digest=sha256:7f3f376f114be58f25f92941e8f6b31f5f093e47d88c412e638cf2963dc3c061

Observation 23d4bb8e-fe44-4cf9-a116-13bbd715cf42 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A Comprehensive Overview of Large Language Models

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.059188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.059188Z digest=sha256:326c2f64f6b2dc6eceb434a2106c18b9e2f3dc498c5e01f19725ef6130d0cfb0

Observation f175117b-b076-4b5a-886c-d32ea7479c8b · outbound

This paper cites Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.063053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.063053Z digest=sha256:69b9877a6fab8596500535787587ca096f29afdfaa0f31779318bc15f3770e2a

Observation 4d21f804-26e4-48ac-8cec-175d3b2726db · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle React: Synergizing reasoning and acting in language models,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.066831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.066831Z digest=sha256:a69f0530edfc11aae7557d5acac6a055ce9479d3d1be67ae1565edf7923c3ebd

Observation 25080b5b-c8e2-4290-ad27-9a9a8a8592f2 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.070191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.070191Z digest=sha256:020fcc1eba6c5a73fc04be9a4078068fffe45928baf5076faecaec68c56d9ee6

Observation d2c3cddf-293c-4a86-ad69-30c820e95d21 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Bleu: a method for automatic evaluation of machine translation,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.754919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.073985Z digest=sha256:bf546338d1c1750c7f0f42956f3a30016572cfa3ac8cde585741e3bde41176ee

Observation 1e91865f-e8b7-4439-ae0d-3ab50e61029e · outbound

This paper cites Recall oriented understudy of gisting evaluation,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Recall oriented understudy of gisting evaluation,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.743057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.077518Z digest=sha256:db54eff2a165957d11ca080df31eb85b61a7c5d41c4bd0c1910cd5cdf36c8083

Observation c55b68a2-ae9c-4e81-9544-60028dd85dee · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.080855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.080855Z digest=sha256:884f064d62067549c46cf472209ea2f4f7e5e2ef2ca907bcab65ba008973871b

Observation d12eee62-f31e-4fdd-97a7-d92ef964210b · outbound

This paper cites Benchmarking LLM powered Chatbots: Methods and Metrics.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Benchmarking LLM powered Chatbots: Methods and Metrics

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.084581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.084581Z digest=sha256:069c0f85315e2d7f8c595e8f8ffdc67d0b697f739b5f77811f1eb09390e60dbe

Observation 8a25d082-b242-461d-b61a-1984e2b7326c · outbound

This paper cites The power of Generative AI: A review of requirements, models, input–output formats, evaluation metrics, and challenges,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle The power of Generative AI: A review of requirements, models, input–output formats, evaluation metrics, and challenges,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.730336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.088203Z digest=sha256:388cc95d885d343a548d83fa6a13a68cdf4bc9931b0ee2b9c65c5f65103d457c

Observation 3ac51c20-6664-42f0-b909-35f5d2080424 · outbound

This paper cites Modern Question Answering Datasets and Benchmarks: A Survey.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Modern Question Answering Datasets and Benchmarks: A Survey

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.091540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.091540Z digest=sha256:59a274cd3733c43a475ea13c2c1ed940f7ce0873c372d1ded82f157c52de4b03

Observation 44f21c17-7ad7-41c9-9db5-d863d6d31403 · outbound

This paper cites Survey of hallucination in natural language generation,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Survey of hallucination in natural language generation,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.095313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.095313Z digest=sha256:92f2949bfa81f26c64f666255b1d680b50ee5dbc86c9afc236f071d0ce1a24ce

Observation 7757eab8-60b4-4d05-bc47-720a7d41a650 · outbound

This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Retrieval Augmentation Reduces Hallucination in Conversation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.098471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.098471Z digest=sha256:267b6dd753409bed3f064c17cd596b7d524374ebcd225eabc327bfda8bc1d661

Observation 29b3fef9-24d8-499f-914d-e887a043bc2e · outbound

This paper cites Hallucination is inevitable: An innate limitation of large language models,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Hallucination is inevitable: An innate limitation of large language models,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.707892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.102033Z digest=sha256:0bc0afdb345e00f02cbf96eef8ab94c68170547724e1d2cd24415535e561502b

Observation 8b6c2f1c-00a6-45de-a067-cdb84363e537 · outbound

This paper cites LLMs Will Always Hallucinate, and We Need to Live With This,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle LLMs Will Always Hallucinate, and We Need to Live With This,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.696291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.105659Z digest=sha256:041798b8bf1b7ae670ab29119ee52dde3c9705a63580e65877653433629d4abd

Observation dba214a3-3fad-4437-b51e-605b02267279 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.109031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.109031Z digest=sha256:e21e6bc0c8be2dbca4d8aec2e63f1c304b8d6ccdf98ad9e020ebbcc052d49ae3

Observation 97ced399-5649-443b-8510-3f8cc2eba861 · outbound

This paper cites A comprehensive study of jailbreak attack versus defense for large language models,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A comprehensive study of jailbreak attack versus defense for large language models,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.685142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.112622Z digest=sha256:f87c28eb6f643afef2a386b23ad449f6cae8bb3dc1135198e238cec0766a61f6

Observation 08094d71-73a4-437b-8e67-6f4c55261021 · outbound

This paper cites Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.673601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.116146Z digest=sha256:5de0328c97d56c4ab14ab4544d088ad6ceb874006cb11317b737c8aca6a10249

Observation 5a3de844-5045-4f0f-b1a1-653142cae779 · outbound

This paper cites A survey on evaluation of large language models,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A survey on evaluation of large language models,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.119647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.119647Z digest=sha256:0d7fb0ac1aac27a70b420361563a834689a917068e10cb5c0f3f2a2f0e2a7161

Observation b2ce581e-6843-40a0-baf7-b43b17f98892 · outbound

This paper cites Software Testing of Generative AI Systems: Challenges and Opportunities,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Software Testing of Generative AI Systems: Challenges and Opportunities,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.654239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.123052Z digest=sha256:66a8b37883505669726627e437373b1c66cef8d0ff6bda023c8624bb58017f55

Observation f7c36c03-2abd-4a1f-890c-492b5bcf4306 · outbound

This paper cites Continuous integration of machine learning models with ease.ml/ci: Towards a rigorous yet practical treatment,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Continuous integration of machine learning models with ease.ml/ci: Towards a rigorous yet practical treatment,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.641995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.126499Z digest=sha256:e0e3f6a17c49d5f1eb0064704aad10a5cf73a4ce48faaa5ac349b95aa047ef7e

Observation 00ec46a6-cb1c-4b04-900e-43236ac7c5c7 · outbound

This paper cites Machine learning operations (MLOps): Overview, definition, and architecture,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Machine learning operations (MLOps): Overview, definition, and architecture,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.630264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.129873Z digest=sha256:1d9c4122d6e5f0d9174fca003cd212a7b0461e3be076b974f025d7f5d77a7878

Observation f783dca7-e9d7-403b-aead-e0722aeaf872 · outbound

This paper cites Hidden technical debt in machine learning systems,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Hidden technical debt in machine learning systems,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.618027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.133653Z digest=sha256:ec83149f32a7fbab515519560f308e78358a7d50c1ac99754877ca8ba40229ad

Observation a3e431a8-4f11-493c-939d-f6dcbd8311e4 · outbound

This paper cites Large Language Model Operations (LLMOps): Definition, Challenges, and Lifecycle Management,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Large Language Model Operations (LLMOps): Definition, Challenges, and Lifecycle Management,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.606642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.137133Z digest=sha256:63dc226d666700b2b7d8a7a592cd6bf7aef11046564596dc405069812269772c

Observation f9bb069e-4479-458b-9e66-55c2bbb3975a · outbound

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

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle On the Opportunities and Risks of Foundation Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.140403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.140403Z digest=sha256:86e691fcf18ef15c62704435915825100ce80f54e28e9d2d4a6ffcdc0e7d3e10

Observation 0db3e435-eeeb-406a-9e52-bf3c12fed28e · outbound

This paper cites Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing,

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.144093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.144093Z digest=sha256:b5b8cabda4e7c566714ea960ea5a533f5f672bc784d67e9bdfc54c325e8b291a

Observation 27b8839d-dc3b-4c25-805a-8365dc9eaf5e · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.147500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.147500Z digest=sha256:4b54418f00ec20a4aa922a1e778849f27be567cb99e0d19389cbbe8ac905c9b0

Observation 460c496f-006d-45b9-bfab-1d1c75bb766f · outbound

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

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Judging LLM-as-a-judge with mt-bench and chatbot arena,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.587381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.151432Z digest=sha256:a028647a7660c41113960c0966641a8c9745f06f204e0b2fbbfad7cf7b509326

Observation 91b577b7-7f72-44ba-92cb-c51d58cbf01e · outbound

This paper cites Sequel: A structured english query language,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Sequel: A structured english query language,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.576298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.154970Z digest=sha256:cb828d641e81ca513b1be3fb94d1a7b2a18d641e082de5920c2044e9ea7abbca

Observation 48970021-d76c-41f8-9100-88be6dedb7be · outbound

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

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Retrieval-augmented generation for knowledge-intensive NLP tasks,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.565180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.158334Z digest=sha256:3e2af7f988113c0d83c48f5af0ff64ffd62fe0cd6d87e406e993cfaceb1d9399

Observation 0939e63f-328f-4645-acd7-6c0806f05b06 · outbound

This paper cites Billion-scale similarity search with GPUs,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Billion-scale similarity search with GPUs,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.553678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.162124Z digest=sha256:9aaf71fc44c5d80652a55ba1a7664bd407170d92b7285bdc3e7a14dc76582342

Observation 9fda2aff-9fac-455c-a828-f95682f2dfc2 · outbound

This paper cites A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.165625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.165625Z digest=sha256:3161b89bde157c9b0622d460316239f80f9db835891a88e62a5bb149ec4efd04

Observation 82938c2b-39db-4adb-b4c4-dfc49088a089 · outbound

This paper cites Apple intelligence foundation language models,.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Apple intelligence foundation language models,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T12:55:17.169468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:55:17.169468Z digest=sha256:f87024c5a7511bb40f159759143fff45489011d1401bceed96c09f0ee5e56c7c

Observation f17c13b5-ff0c-4828-bac4-9811f3c2be4d · outbound

This paper cites What are the names and salaries of employees in the Marketing department?.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle What are the names and salaries of employees in the Marketing department?

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.541891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.173355Z digest=sha256:0f7eb09acb447fa5989b65dd2f75e5878772ab72e25a119fbee9d2565c5218ee

Observation cb421e56-e8df-4d24-8c68-c64a3ad6f5f0 · outbound

This paper cites List all employees in the Engineering department.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle List all employees in the Engineering department

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.528482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.177045Z digest=sha256:5add8c3d2ba612b4c7338c54f5dc905cb6f571a531b2b6047e1843d70bb08722

Observation 4e67e503-7ab1-400c-ace3-f32e12a6b075 · outbound

This paper cites an unresolved cited work.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:55:17.515948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.180825Z digest=sha256:7dd5f67223c4504b4d72cecbe86670d15313d506e64740543baf70c45d857dee

Observation b35672b5-b655-40b5-9e69-93b924bc059e · outbound

This paper cites an unresolved cited work.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:55:17.504392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.184445Z digest=sha256:5e91606f63873de9c41c370764d64649646ad899dedc555c0d04b13cbd502e62

Observation 80768e8b-4cbc-40c1-bce1-425a25c3a02f · outbound

This paper cites an unresolved cited work.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:55:17.492575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.188141Z digest=sha256:0f2d02faab417f7f12445822ce3d4dfcf641411ab4663ca73258f527581210a8

Observation 72e4537a-3829-47eb-84f7-bed194328f02 · outbound

This paper cites " " You a r e a h e l p f u l r e s t a u r a n t a g e n t f o r t h e r e s t a u r a n t.

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle " " You a r e a h e l p f u l r e s t a u r a n t a g e n t f o r t h e r e s t a u r a n t

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:55:17.481294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-11T12:55:17.192320Z digest=sha256:8877bf0e950bae8eb868ee5c7c48e238e4a7755d87f87366e17464cdcb55b180

Pith citing papers

No inbound Pith citation observations are available.