Paper Citation Record · LEDGER

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information

As of 8 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2508.11252.

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

pith.paper-citation-record.v1
2508.11252 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:07:03.928169Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-09T12:24:33.998226Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T12:26:16.710584Z

Reference resolution

62 of 62 outbound references displayed

verified exact2
verified fuzzy40
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46e93cf4-032b-4c97-b851-e926fb5e3dd1 · outbound

This paper cites van Eemeren, Rob Grootendorst, Sally Jackson, Scott Jacobs, Agnes van Rees, Francisca Snoeck Henkemans, Eveline T.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information van Eemeren, Rob Grootendorst, Sally Jackson, Scott Jacobs, Agnes van Rees, Francisca Snoeck Henkemans, Eveline T

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.728559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a76876a4-59e5-4133-aee0-4ae45c21033f · outbound

This paper cites Dictionary of philosophy.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Dictionary of philosophy

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.581522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 370b6277-7626-4223-a4a4-8ce3fdf716b4 · outbound

This paper cites McCarthy and P.J.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information McCarthy and P.J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.484770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6283a7de-d9c5-4213-92df-a28911622977 · outbound

This paper cites Programs with common sense, 1959.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Programs with common sense, 1959

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.356361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b63c295f-3367-4fc6-8bdf-0d54e7e06fae · outbound

This paper cites Newell and H.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Newell and H

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.262508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7bd09b23-7d48-4ca8-99bf-aa9a9404c831 · outbound

This paper cites OpenAI o1 System Card.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information OpenAI o1 System Card

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:58.787169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a098ea-9d90-4b3d-b421-de3ddcb3e9bc · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:58.934923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e1b6ea8-3138-4a37-98bf-503e9607f5b3 · outbound

This paper cites 2024 aime i.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information 2024 aime i

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.165657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a53f98a-62bf-43f9-9a55-9e3c0cc643d0 · outbound

This paper cites Let's verify step by step.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Let's verify step by step

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:12.035357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eba0e665-bb2d-4ed3-903f-c5887baf8f86 · outbound

This paper cites Omni- MATH : A universal olympiad level mathematic benchmark for large language models.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Omni- MATH : A universal olympiad level mathematic benchmark for large language models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:11.949130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6cf53a6a-4452-4e61-bc37-4641b64d79ce · outbound

This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Open r1: A fully open reproduction of deepseek-r1, January 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:59.358545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df75b3d2-5714-4907-8b0e-f846dab3f8c1 · outbound

This paper cites Clamber: A benchmark of identifying and clarifying ambiguous information needs in large language models.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Clamber: A benchmark of identifying and clarifying ambiguous information needs in large language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:11.794651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 386b49d3-e878-442f-84cd-25f37252c31a · outbound

This paper cites Rethinking conversational agents in the era of llms: Proactivity, non-collaborativity, and beyond.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Rethinking conversational agents in the era of llms: Proactivity, non-collaborativity, and beyond

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:11.649126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd0d4cff-1480-45c6-b34f-09197e4f2f9a · outbound

This paper cites Li, Been Kim.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Li, Been Kim

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:59.670963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d640403b-1be5-469e-ae88-de6dbf05c71f · outbound

This paper cites Reasoning attack: Inducing llm to never-end thinking, 2025.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Reasoning attack: Inducing llm to never-end thinking, 2025

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:11.542959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7919619a-e362-4901-8965-1a66dc01ce8c · outbound

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

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Training language models to follow instructions with human feedback

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:11.417146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ae85c5a-de73-456d-9582-33f2c95668a5 · outbound

This paper cites s1: Simple test-time scaling.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information s1: Simple test-time scaling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:59.954946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 812c533b-10ff-4c3b-aeff-60ba40608fcd · outbound

This paper cites Bespoke-stratos Labs.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Bespoke-stratos Labs

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:11.112782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0855451a-dbc2-4725-a890-92e160cdfdac · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Training Verifiers to Solve Math Word Problems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:00.139772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 925a3393-d92f-4266-af04-2f787ab03547 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:00.246609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e340aae-809c-4196-9127-57d204cb4abe · outbound

This paper cites Sky-t1: Train your own o1 preview model within \ 450.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Sky-t1: Train your own o1 preview model within \ 450

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:10.674559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1543a353-e86a-4853-b45d-d8927b37cbc1 · outbound

This paper cites RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:00.485136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 683f945d-43e1-4346-ae69-9d6eb0b96bd3 · outbound

This paper cites Qwen3: Think deeper, act faster.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Qwen3: Think deeper, act faster

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:10.365162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b74a40ff-1242-4935-853b-dae7802d9374 · outbound

This paper cites Claude 3.7 sonnet and claude code.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Claude 3.7 sonnet and claude code

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:10.221580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 717194d9-c392-4cae-a616-9d30993f1c48 · outbound

This paper cites Grok 3 beta — the age of reasoning agents.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Grok 3 beta — the age of reasoning agents

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:10.033377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation feb82631-4813-4c5b-9148-414021f9a9b6 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information A Survey on LLM-as-a-Judge

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:00.871004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fde7b267-3a0b-473f-a97e-4fb6b5eca28a · outbound

This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information The Lessons of Developing Process Reward Models in Mathematical Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:00.983996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82397fd9-be3f-4701-be79-d949ae8adcb3 · outbound

This paper cites Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:01.076649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35fa5a0e-da24-46bb-8174-0f646ff6a458 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:01.215034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bba2630-f867-4ec9-8945-ab843d9d2d02 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:09.852083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0d8dbf4-632b-46fa-ac4f-dcb6c23728ad · outbound

This paper cites Distilling step-by-step! outperforming larger language models with less training data and smaller model sizes.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Distilling step-by-step! outperforming larger language models with less training data and smaller model sizes

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:09.715437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12ee1f7d-a8bb-4fec-b038-eca99d9085ee · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Distilling the Knowledge in a Neural Network

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:01.454580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83059a89-9761-47af-b6aa-e0b209a60029 · outbound

This paper cites Math-Verify: Math Verification Library.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Math-Verify: Math Verification Library

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:09.408545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 40f39d92-e928-4cdb-8c44-b759ec7efc31 · outbound

This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:01.606002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1136c703-50c5-466f-b7ff-b7b6b98446e0 · outbound

This paper cites Interference and inhibition in cognition and behavior: Unifying themes for educational psychology.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Interference and inhibition in cognition and behavior: Unifying themes for educational psychology

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:09.160064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3bc7e2fb-86f4-4f89-83d1-2ae4594a183b · outbound

This paper cites How students “unpack” the structure of a word problem: Graphic representations and problem solving.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information How students “unpack” the structure of a word problem: Graphic representations and problem solving

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:08.776804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dac55333-c023-47e4-ad17-4d65f1ebac92 · outbound

This paper cites an unresolved cited work.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:07:08.606236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d60990c-3ea2-4a7e-8f74-550313053840 · outbound

This paper cites Metacognition: A literature review.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Metacognition: A literature review

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:08.406532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cca27954-eebb-4e8a-a7d4-d7c8fe423332 · outbound

This paper cites Strategies for improving learner metacognition in health professional education.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Strategies for improving learner metacognition in health professional education

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:08.210450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef5d890e-0c43-4392-8c98-7ca9a231aada · outbound

This paper cites Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:02.080403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62942cf8-05e8-44b3-9002-0c9956cc902c · outbound

This paper cites A survey of deep active learning.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information A survey of deep active learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:07.968999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9bf6058f-c77c-4194-a102-3fd4beb95319 · outbound

This paper cites Deep bayesian active learning with image data.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Deep bayesian active learning with image data

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:07.796796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad39eb8c-7773-4d34-98e3-5954f177a0a4 · outbound

This paper cites Reinforcement learning: An introduction , volume 1.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Reinforcement learning: An introduction , volume 1

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:07.562472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c52c2a08-ece9-4395-8a33-e350216a0313 · outbound

This paper cites Partially Observable Task and Motion Planning with Uncertainty and Risk Awareness.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Partially Observable Task and Motion Planning with Uncertainty and Risk Awareness

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:07:04.307527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7e5facde-f8c8-4345-b778-7db9d575b6f1 · outbound

This paper cites Combined task and motion planning under partial observability: An optimization-based approach.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Combined task and motion planning under partial observability: An optimization-based approach

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:07.331095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0b1c7b4b-5a4b-45aa-b921-d6890b2a258b · outbound

This paper cites The communicative function of ambiguity in language.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information The communicative function of ambiguity in language

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:07.103378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e8c9df5-a049-484b-b03c-fb9c513cac9d · outbound

This paper cites The puzzle of ambiguity.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information The puzzle of ambiguity

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:06.910037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 43c56b16-8780-4f11-87bb-f1f8ff5ba0ad · outbound

This paper cites Semantic ambiguity within and across languages: An integrative review.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Semantic ambiguity within and across languages: An integrative review

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:06.715372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 996c406a-4b06-4770-86ac-2fc167ea365f · outbound

This paper cites What computers can’t do: The limits of artificial intelligence.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information What computers can’t do: The limits of artificial intelligence

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:06.478269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e0f6b72d-cb2b-44a1-a86b-39d5e21a3c38 · outbound

This paper cites Foundational Challenges in Assuring Alignment and Safety of Large Language Models.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Foundational Challenges in Assuring Alignment and Safety of Large Language Models

Reference 50

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Observation bce34754-5435-49c7-85d1-d7eeed121372 · outbound

This paper cites How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:07:04.127404Z

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Observation 21861de3-46da-4924-a50a-962d68c5d7e7 · outbound

This paper cites Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Semantic uncertainty: Linguistic invariances for uncertainty estimation in natural language generation

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:06.214899Z

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Observation 5f92a559-b612-4dcf-bfbe-2adab9850b45 · outbound

This paper cites AmbigQA: Answering Ambiguous Open-domain Questions.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information AmbigQA: Answering Ambiguous Open-domain Questions

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:03.139186Z

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This paper cites ChatShop: Interactive Information Seeking with Language Agents.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information ChatShop: Interactive Information Seeking with Language Agents

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:03.226004Z

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Observation 101e6db0-1c75-4f15-974e-b079df9cc900 · outbound

This paper cites Style: Improving domain transferability of asking clarification questions in large language model powered conversational agents.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Style: Improving domain transferability of asking clarification questions in large language model powered conversational agents

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:05.933634Z

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Observation f12f2614-8b02-43aa-92f8-4ceff6d62045 · outbound

This paper cites Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non-collaboration

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:05.688837Z

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Observation 6f8c9949-2158-486e-a38a-f15f06fbbb6c · outbound

This paper cites CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T20:07:03.485390Z

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Observation 558401d8-0e9d-4913-820d-01f876df472e · outbound

This paper cites Selectively answering ambiguous questions.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Selectively answering ambiguous questions

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:05.482114Z

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Observation 7805dadc-569b-4275-8b6a-582e6b7a74dc · outbound

This paper cites Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Multiwoz-a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:05.242301Z

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Observation 4a57f24e-63db-4e72-9e29-27f8ff31b604 · outbound

This paper cites Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:05.020669Z

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Observation 9ac5de61-2202-48e8-8946-673f04381adc · outbound

This paper cites We need to consider disagreement in evaluation.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information We need to consider disagreement in evaluation

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:04.803185Z

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Observation 9b8e2b2c-3d43-4e59-8cac-9a8b70c433bb · outbound

This paper cites Everyone’s voice matters: Quantifying annotation disagreement using demographic information.

Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information Everyone’s voice matters: Quantifying annotation disagreement using demographic information

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:07:04.664550Z

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Pith citing papers

Observation aa4ce1f3-3f5a-44b5-9695-194bfd0ae40b · inbound

MIRA-Math: A Benchmark for Minimal Information Requesting and Mathematical Reasoning cites this paper.

MIRA-Math: A Benchmark for Minimal Information Requesting and Mathematical Reasoning Beyond Solving Math Quiz: Evaluating the Ability of Large Reasoning Models to Ask for Information

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T12:26:16.711939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.