Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2406.14283.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T13:33:57.666272Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
9
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 12bd5ae0-7fdf-458a-91cb-088bb32bb134 · inbound
Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation cites this paper.
Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:33:57.666272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18124b8a-0cbb-413f-b156-cce6ef0cd6a1 · inbound
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search cites this paper.
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T11:47:31.339452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cca85fd6-0516-4ebf-bfc5-840f237f4d72 · inbound
Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking cites this paper.
Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T21:40:26.935996Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3394951-336a-43db-a1bc-90b509e2403a · inbound
Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking cites this paper.
Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T21:40:26.940923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02e6b3c6-4fce-4229-bd2a-91e10e91dc0b · inbound
On the Emergence of Thinking in LLMs I: Searching for the Right Intuition cites this paper.
On the Emergence of Thinking in LLMs I: Searching for the Right Intuition Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:25:53.567513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76cd48da-cc93-4392-b2b0-fee689104cab · inbound
Policy Guided Tree Search for Enhanced LLM Reasoning cites this paper.
Policy Guided Tree Search for Enhanced LLM Reasoning Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T11:20:31.898539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee4d89ca-474f-448c-b6c4-f9fc2a16800b · inbound
Bag of Tricks for Inference-time Computation of LLM Reasoning cites this paper.
Bag of Tricks for Inference-time Computation of LLM Reasoning Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:35:24.562156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8c40f3d-f2c3-4a9d-b0fd-941c90ec8c8b · inbound
Interactive Post-Training for Vision-Language-Action Models cites this paper.
Interactive Post-Training for Vision-Language-Action Models Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T14:25:47.236938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 51023dc1-8e3c-4885-ac74-d59dbc822151 · inbound
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering cites this paper.
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:23:47.820977Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fed6fb4-c5ca-4ca0-b9e2-a3c83dae54bb · inbound
Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.
Large Language Models for Planning: A Comprehensive and Systematic Survey Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 252
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:12:07.611284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbbb6368-36b0-4206-be47-b8f5c9665306 · inbound
Reasoning LLMs are Wandering Solution Explorers cites this paper.
Reasoning LLMs are Wandering Solution Explorers Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:01:13.678294Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37be43d1-c47d-4fa3-bea9-6bf92ae3e265 · inbound
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL cites this paper.
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:30:40.339030Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e88e6dc7-a111-4a8e-8439-e4c2192d5cd3 · inbound
FreePRM: Training Process Reward Models Without Ground Truth Process Labels cites this paper.
FreePRM: Training Process Reward Models Without Ground Truth Process Labels Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:06:42.008548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22076380-86b1-435c-9ce2-0aebe7c31ed4 · inbound
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs cites this paper.
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:09:46.348559Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a504796f-b7c5-4b82-8f82-e852a7351783 · inbound
Beyond Linear Probes: Dynamic Safety Monitoring for Language Models cites this paper.
Beyond Linear Probes: Dynamic Safety Monitoring for Language Models Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T12:42:36.865021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 329921e6-7667-47c8-bc7b-37c87a97f4d5 · inbound
Agentic Reasoning for Large Language Models cites this paper.
Agentic Reasoning for Large Language Models Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 109
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T15:14:26.008209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ec8c5023-e6f9-4d50-ba88-74a9af2fd8d5 · inbound
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent cites this paper.
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:46:43.187057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 235fde31-3dba-4229-9f32-8fd0c75b7696 · inbound
C-TRAIL: A Commonsense World Framework for Trajectory Planning in Autonomous Driving cites this paper.
C-TRAIL: A Commonsense World Framework for Trajectory Planning in Autonomous Driving Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T23:28:26.090582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5cf1ca7e-1e7a-4e6b-98ef-9c377b8cba9f · inbound
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T23:54:45.454674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cac4d1a0-e808-47e4-bbdd-f5a01cffc835 · inbound
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:51:30.224331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6c00c4ca-adc2-43c3-96fe-516764254e4b · inbound
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.
Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T05:15:03.212080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0e2bdf8b-6f9c-4412-baff-d254f61d7b41 · inbound
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents cites this paper.
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T06:59:38.134654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ceb18a38-89d6-42bf-ba72-1e84b1f82223 · inbound
REAR: Test-time Preference Realignment through Reward Decomposition cites this paper.
REAR: Test-time Preference Realignment through Reward Decomposition Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 146
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T06:24:19.164064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 690d9359-25a2-45b1-ac17-5f455d648fac · inbound
Engineering Trustworthy Agentic AI for Critical Systems cites this paper.
Engineering Trustworthy Agentic AI for Critical Systems Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:07:28.704221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.