Paper Citation Record · LEDGER

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying

As of 17 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2412.15177.

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

pith.paper-citation-record.v1
2412.15177 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:37:23.570040Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

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

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-14T19:59:13.378797Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T19:59:25.716465Z

Reference resolution

72 of 72 outbound references displayed

verified exact1
verified fuzzy24
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b08ef645-289f-4b84-8223-46cf6a2b8846 · outbound

This paper cites The surprising effectiveness of test-time training for abstract reasoning, 2024.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying The surprising effectiveness of test-time training for abstract reasoning, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:25.212235Z

Source-reported events for the cited work

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Observation 3309e9cd-0357-4790-a785-75d2cf6ca2b4 · outbound

This paper cites Claude 3.5 Sonnet.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Claude 3.5 Sonnet

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:25.189879Z

Source-reported events for the cited work

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

Observation 3da882ae-db61-4f6b-abed-a538b9e23d33 · outbound

This paper cites Handbook of formal argumentation.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Handbook of formal argumentation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:25.168126Z

Source-reported events for the cited work

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

Observation 34f404d5-4987-4271-8e8a-b59ffdefe888 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.195588Z

Source-reported events for the cited work

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Observation 81913cf2-f344-4e49-ad71-3e1ee128519b · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d30286b-3a26-45c4-b2d2-1dc40b678fc4 · outbound

This paper cites Computational argumentation-based chatbots: a survey.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Computational argumentation-based chatbots: a survey

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:25.117957Z

Source-reported events for the cited work

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

Observation 3d71f147-8d40-4869-996a-6e90c3a505f1 · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:25.089568Z

Source-reported events for the cited work

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Observation e238ba12-eb8e-4fcb-8682-9624ebbbbea2 · outbound

This paper cites Can formal argumentative reasoning enhance LLMs performances?.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Can formal argumentative reasoning enhance LLMs performances?

Reference 8

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Source-reported events for the cited work

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

Observation a62f167a-2fb6-404f-ae5c-40fabbeb4c46 · outbound

This paper cites A Survey on Evaluation of Large Language Models.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying A Survey on Evaluation of Large Language Models

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 213e5317-9668-49dc-950a-22bf292aa3bf · outbound

This paper cites A simple and provable scaling law for the test-time compute of large language models.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying A simple and provable scaling law for the test-time compute of large language models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.230451Z

Source-reported events for the cited work

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Observation dbd509c6-5aab-426b-8659-09899298678d · outbound

This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.236756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdccc71c-1853-4fc2-81be-db06de5e131a · outbound

This paper cites Arc prize 2024.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Arc prize 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:25.064156Z

Source-reported events for the cited work

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Observation 9eb70152-91ff-4219-8bdb-dff8bcf9cea1 · outbound

This paper cites On the measure of intelligence, 2019.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying On the measure of intelligence, 2019

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:25.040695Z

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

Observation 308e9ea8-ec23-42b8-b01f-9830d604cbf7 · outbound

This paper cites LM vs LM: Detecting Factual Errors via Cross Examination.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying LM vs LM: Detecting Factual Errors via Cross Examination

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.252959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d0779b-c7cf-4aa4-aca3-df2f6822d4ee · outbound

This paper cites On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.258817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d618e2-6aad-4422-b592-6bed30b1e78b · outbound

This paper cites Argumentative Large Language Models for Explainable and Contestable Claim Verification.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Argumentative Large Language Models for Explainable and Contestable Claim Verification

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.263762Z

Source-reported events for the cited work

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Observation babe8008-0903-458a-917f-01529454310c · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.268938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 139fdc45-da46-487d-ac07-af1711312f26 · outbound

This paper cites Harnessing toul- min’s theory for zero-shot argument explication.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Harnessing toul- min’s theory for zero-shot argument explication

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.992509Z

Source-reported events for the cited work

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

Observation dfb390f6-15bb-4df0-9778-603ed34be7b2 · outbound

This paper cites FOLIO: Natural Language Reasoning with First-Order Logic.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying FOLIO: Natural Language Reasoning with First-Order Logic

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.279767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed066dd-76b6-4d1a-bcb8-5a4e79812f49 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Measuring Massive Multitask Language Understanding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.285487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8e6da9e-0270-42b8-be4a-05410a832542 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Measuring Mathematical Problem Solving With the MATH Dataset

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.291078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f1c14a-94e2-48e7-8c0b-b3ce176d071e · outbound

This paper cites OpenAI and others seek new path to smarter AI as current methods hit limitations.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying OpenAI and others seek new path to smarter AI as current methods hit limitations

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.966813Z

Source-reported events for the cited work

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

Observation ac167ec7-0e09-4498-8e8d-1b714c626a7b · outbound

This paper cites Thinking, fast and slow.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Thinking, fast and slow

Reference 23

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Unavailable: canonical work link unavailable.

Observation 0a5f23dd-81b4-4872-ac37-775c3b3e2eb0 · outbound

This paper cites How far is video generation from world model: A physical law perspective, 2024.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying How far is video generation from world model: A physical law perspective, 2024

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.308190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82024b49-2f83-4fd3-96a4-e6c5cd2a596e · outbound

This paper cites Large language models are zero-shot reasoners.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Large language models are zero-shot reasoners

Reference 25

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Observation 91f0520f-e27e-4669-8c35-f85a19a23b4a · outbound

This paper cites Jamba: A Hybrid Transformer-Mamba Language Model.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Jamba: A Hybrid Transformer-Mamba Language Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.318167Z

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Observation da9668bf-10b5-4ba8-9b9c-084a4204b3c4 · outbound

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 27

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

Observation a23e31cb-71f4-48a9-9aa7-2f767693a97f · outbound

This paper cites Lin and Y.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Lin and Y

Reference 28

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Source-reported events for the cited work

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

Observation 6f37ed41-1981-462d-8b3c-748c6fdddbca · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 29

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

Observation 5498219b-2a18-4491-b4e8-6b0986093e77 · outbound

This paper cites Why do humans reason? Arguments for an argumentative theory.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Why do humans reason? Arguments for an argumentative theory

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.838894Z

Source-reported events for the cited work

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

Observation 32fe3a89-b9b6-4ded-8d8d-381ddd1c88ee · outbound

This paper cites OpenAI, Google and Anthropic are struggling to build more advanced AI.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying OpenAI, Google and Anthropic are struggling to build more advanced AI

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.819457Z

Source-reported events for the cited work

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

Observation e131c432-a2c3-4d1d-9de7-fb2d83e4de24 · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.354552Z

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 33

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Observation 7ba9f03e-0623-458f-abc0-0d780d141416 · outbound

This paper cites Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics

Reference 34

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Observation 8682a198-9aae-4d84-aada-c01b3919c9ee · outbound

This paper cites Introducing ChatGPT.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Introducing ChatGPT

Reference 35

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Observation 98851940-a988-43f9-92e0-7cc9fb15ad04 · outbound

This paper cites GPT-4o System Card.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying GPT-4o System Card

Reference 36

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Learning to reason with LLMs

Reference 37

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Observation e08f55f2-36b2-4487-b471-ebc9c72fe2ff · outbound

This paper cites OpenAI Shifts Strategy as Rate of ‘GPT’ AI Improvements Slows.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying OpenAI Shifts Strategy as Rate of ‘GPT’ AI Improvements Slows

Reference 38

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Observation 63824d7f-e7bb-4646-bcf4-f7ad68bd0d57 · outbound

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 39

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Source-reported events for the cited work

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Observation 109cdf31-7d16-4fa7-b804-f9086c0c4749 · outbound

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 40

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Observation 6419d897-4b79-4e76-b109-bf26eca4b24c · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 41

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 42

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Source-reported events for the cited work

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Observation 1b405270-61f8-4a57-b1d7-001b9d9d4f3e · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 43

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Aristotle’s Logic

Reference 44

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Source-reported events for the cited work

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Observation 260b3542-670e-40d5-8967-3f34f54ce9aa · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 45

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Source-reported events for the cited work

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Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap

Reference 46

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Source-reported events for the cited work

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This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.437515Z

Source-reported events for the cited work

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Observation 8c297a7f-7bac-4138-8238-ab53639fe280 · outbound

This paper cites JudgeBench: A Benchmark for Evaluating LLM-based Judges.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying JudgeBench: A Benchmark for Evaluating LLM-based Judges

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.443875Z

Source-reported events for the cited work

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Observation 4a0188c8-08cd-441b-9de8-a914cc9ef4af · outbound

This paper cites DeepSeek-R1-Lite-Preview.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying DeepSeek-R1-Lite-Preview

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.625640Z

Source-reported events for the cited work

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Observation ea0bb719-5576-4792-a1b5-644998ef5b34 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.455281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23adc462-2fbf-46f6-93a7-0fdfc69b1b96 · outbound

This paper cites QwQ: Reflect deeply on the boundaries of the unknown, November 2024.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying QwQ: Reflect deeply on the boundaries of the unknown, November 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.605053Z

Source-reported events for the cited work

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

Observation a4c2d7fc-4f67-47f4-8c0f-24546d1047ce · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.585633Z

Source-reported events for the cited work

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

Observation d4f9d6ba-1087-4834-9278-1a2e22eaa884 · outbound

This paper cites Attention is all you need.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Attention is all you need

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.471587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9992c085-afd9-4ac6-98ac-fa227c0ce4d4 · outbound

This paper cites Evaluating arguments based on toulmin’s scheme.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Evaluating arguments based on toulmin’s scheme

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.554922Z

Source-reported events for the cited work

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

Observation 514c3d75-872c-435e-95c6-76685b1b6c09 · outbound

This paper cites Reed, and F.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Reed, and F

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.530962Z

Source-reported events for the cited work

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

Observation ff32e236-f209-4a10-aae0-40fba81d0009 · outbound

This paper cites Argumentation schemes for presumptive reasoning.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Argumentation schemes for presumptive reasoning

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.510477Z

Source-reported events for the cited work

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

Observation 97fafceb-0a42-439b-80ab-c550fac62081 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.493337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7999a285-76e2-40eb-86af-2b217ab792c8 · outbound

This paper cites Chain-of-thought prompting elic- its reasoning in large language models.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Chain-of-thought prompting elic- its reasoning in large language models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.490112Z

Source-reported events for the cited work

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

Observation d51f9f0b-9d16-4ea1-b363-874993aff575 · outbound

This paper cites LiveBench: A Challenging, Contamination-Limited LLM Benchmark.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying LiveBench: A Challenging, Contamination-Limited LLM Benchmark

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.504555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5b677c2-a98c-4230-8e5b-7383d98fe7b3 · outbound

This paper cites Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.509928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95bd4892-e638-4624-9daa-6978745615e8 · outbound

This paper cites Schemes, critical questions, and complete argument evaluation.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Schemes, critical questions, and complete argument evaluation

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.469692Z

Source-reported events for the cited work

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

Observation 292c12bb-bdce-4b95-a914-902164c34d63 · outbound

This paper cites Cumulative Reasoning with Large Language Models.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Cumulative Reasoning with Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T11:37:23.520447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3b1855-aae9-45da-8bb8-ab779445065f · outbound

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

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Judging llm-as-a-judge with mt-bench and chatbot arena

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.451857Z

Source-reported events for the cited work

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

Observation 3a2ae884-8bd2-47c7-a25c-cf9a31f69cb4 · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.433162Z

Source-reported events for the cited work

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

Observation 7c87f8a8-1aa8-41e8-8384-69165da3bcd3 · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.415024Z

Source-reported events for the cited work

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

Observation e2cf22d6-c9f8-4568-bfe1-58a75627c5cf · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.387229Z

Source-reported events for the cited work

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

Observation e00a01b1-be63-4de0-b7b0-e80ba34635ef · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.362056Z

Source-reported events for the cited work

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

Observation 81d691d1-0739-4f8c-8a24-e7b597430018 · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.335030Z

Source-reported events for the cited work

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

Observation ed7d5793-8729-4f0c-8353-3d6407ca6f9d · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.313489Z

Source-reported events for the cited work

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

Observation 5e8c5880-06ab-4788-9690-12892b4a5e72 · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.295250Z

Source-reported events for the cited work

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

Observation 6a51b211-f662-4210-8951-6e0b18b5fc47 · outbound

This paper cites Let’s think step by step.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Let’s think step by step

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:37:24.277064Z

Source-reported events for the cited work

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

Observation 05717a65-5111-44b9-a02a-e1534e019328 · outbound

This paper cites an unresolved cited work.

Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:37:24.800505Z

Source-reported events for the cited work

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

Pith citing papers

Observation cd588f66-d574-4927-8d56-665e38649d9b · inbound

CHAL: Council of Hierarchical Agentic Language cites this paper.

CHAL: Council of Hierarchical Agentic Language Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:59:25.719895Z

Source-reported events for the cited work

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