Pith. sign in

Paper Citation Record · LEDGER

Making Large Language Models Better Reasoners with Step-Aware Verifier

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2206.02336.

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

pith.paper-citation-record.v1
2206.02336 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:09:15.320000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T11:14:23.109198Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5be6e154-1117-4f23-a852-7028ae0ddadc · inbound

CodeT: Code Generation with Generated Tests cites this paper.

CodeT: Code Generation with Generated Tests Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T23:55:14.808489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-15T23:55:14.711111Z digest=sha256:f4bd4fcad420497c53e257a4d0ab9b65508c8a065875110da2142d2c5956e04b

Observation 4b1ba2fe-294d-417d-89ea-e4648efad14b · inbound

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

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T07:15:23.855070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-11T07:15:23.725397Z digest=sha256:f1f0c3a9f4e06a9fe004824ee1a913ceb54339ba5501495cb78ab4757368afff

Observation cd81734d-0fde-477a-82d8-e014088e4c8c · inbound

Solving math word problems with process- and outcome-based feedback cites this paper.

Solving math word problems with process- and outcome-based feedback Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-24T11:14:23.111945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-24T11:10:40.864420Z digest=sha256:920ff9dc9338f8248c9daf7532d35d322d68f425f8a54ff95170f0ef861c3422

Observation 0fb9d7f0-8e94-4370-a83c-3715e78ae4a6 · inbound

Multimodal Chain-of-Thought Reasoning in Language Models cites this paper.

Multimodal Chain-of-Thought Reasoning in Language Models Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T18:12:27.511336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T18:12:27.396607Z digest=sha256:f19ed6427afcc71518f802338fb9c3f5f6c79b12550fb15eb035c4926b73210a

Observation 1476ecc6-6e32-4c42-8333-57e013e0445d · inbound

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models cites this paper.

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T08:43:46.902207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-16T08:43:46.877782Z digest=sha256:3c10759e71c30ec8f5548d6384db83acaeb80e196edf01aa0b9edbb44a48d9de

Observation cf23eb3f-4f4b-48a5-bb46-77cf95e3d1df · inbound

PaLM 2 Technical Report cites this paper.

PaLM 2 Technical Report Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 267

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T11:59:27.051995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-12T11:59:25.813128Z digest=sha256:5bf2bc5f80ef415c75dc143e74f26f0cccb43c262e7f3e3dab0612aea1c7e8c1

Observation f4039142-dc1c-48b7-bdfc-e032fd73a34d · inbound

Reasoning with Language Model is Planning with World Model cites this paper.

Reasoning with Language Model is Planning with World Model Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 116

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T01:49:28.898106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-17T01:49:28.796581Z digest=sha256:8376424648349c72b5a055bf5d5a8e44800eb6cc2463de12de31b9e5f6e09e79

Observation 30a89cfa-1fa9-4141-a1d4-940a0ad07cbb · inbound

Let's Verify Step by Step cites this paper.

Let's Verify Step by Step Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-10T15:37:21.375177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T15:37:21.295749Z digest=sha256:c9214a8830bee92211d407df811ad1bd97458e5774a6e1d879290e1d02d4e015

Observation 8b10d4ab-538a-475c-aa70-2bf1f41cd8a7 · inbound

Improve Mathematical Reasoning in Language Models by Automated Process Supervision cites this paper.

Improve Mathematical Reasoning in Language Models by Automated Process Supervision Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:53:45.929108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T20:53:45.878221Z digest=sha256:7ececf47ddc45c690b7e4df4131723398a3ffa24bb1ffc5059757052a83bc939

Observation ddcb5505-9dee-4c11-89fd-2df2410edbb7 · inbound

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning cites this paper.

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-23T18:48:20.422977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-23T18:46:08.566035Z digest=sha256:10138bd8de24ae0d968120832cbd7ee25d85f1bf2d8dfc8eae86b62ecc7837e6

Observation c7ff898d-718f-439d-ab05-dd5b082f5231 · inbound

BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation cites this paper.

BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-09T17:09:15.320000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T17:09:15.320000Z digest=sha256:0ed85a00c92817fcef0746d8f7e38f647bdff21de5fec8b811e5d5d4ffe869a6

Observation a7a4f68f-c5a3-4949-8a30-851b1778ecb2 · inbound

MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers cites this paper.

MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-09T01:05:23.059557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T01:05:23.059557Z digest=sha256:325dea4c3c7f405260757bd6aeba4693445be49cc5df5015e8862d5bc1e23084

Observation 21b815ba-c8f6-44df-9d01-5be7782e0d5a · inbound

Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models cites this paper.

Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T00:27:17.642878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T00:27:17.642878Z digest=sha256:8c47b84ab129b191cff4f34a96b6535088696b86477b3af29eefe80709d2b757

Observation b629c2ea-858f-4963-acf6-9b26600e017b · inbound

Policy Guided Tree Search for Enhanced LLM Reasoning cites this paper.

Policy Guided Tree Search for Enhanced LLM Reasoning Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T11:20:31.828323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T11:20:31.828323Z digest=sha256:12e2ed49d5f77868409b7e5da54a1744531e209465811a94f73d3d943b5b849f

Observation afeeb844-56dc-47cb-ab43-bff6497684cf · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 161

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T01:36:24.171084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T01:36:23.845366Z digest=sha256:d91da7767fa220bea0049452df2fbed688e98d9e1dae8f3571335dc12007162e

Observation 37612b5a-76f8-4b62-9784-90f726004da5 · inbound

AUTOLAW: Enhancing Legal Compliance in Large Language Models via Case Law Generation and Jury-Inspired Deliberation cites this paper.

AUTOLAW: Enhancing Legal Compliance in Large Language Models via Case Law Generation and Jury-Inspired Deliberation Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T15:44:33.398334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:44:33.398334Z digest=sha256:34168664b3deefdeac22f5a5c1e209c5f1e3679aa1ecfe062803d55c022bff48

Observation eb929e99-d3ad-4b0c-a971-a10a344d65d1 · inbound

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning cites this paper.

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T13:35:55.915561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:35:55.915561Z digest=sha256:4ebb8386ef5f7c38a49f0afbab9b1be948c547a24b2ff1ad3e04563233575454

Observation 1352d2a4-96dc-40f8-b34c-4790bfb18015 · inbound

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models cites this paper.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-06T17:47:40.214785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:47:40.214785Z digest=sha256:dc9fa45419c3ccd18e3cbd2097f1975dd716f8059f5bdf4f7dba73f22c262122

Observation 2a6129bf-0290-4a04-9954-d602daf3482b · inbound

Diverse LLMs or Diverse Question Interpretations? That is the Ensembling Question cites this paper.

Diverse LLMs or Diverse Question Interpretations? That is the Ensembling Question Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-21T23:25:45.157002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-21T23:25:31.174513Z digest=sha256:1deaeb5abf5433ffd770a40f1784926857c7ba07e208ec0716572bafce76be65

Observation 4948ee73-d9f1-4600-ad61-c5b9e7ad9249 · inbound

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate cites this paper.

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T18:53:08.278483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-13T18:52:00.129650Z digest=sha256:fe728dbb01a960a0ca103cbbc7a11fab2a1e092ed79d242a3185c55a8930ed7f