Paper Citation Record · LEDGER

MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2405.19444.

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

pith.paper-citation-record.v1
2405.19444 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:32:44.074729Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T05:05:54.832629Z

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 3cb7a730-ba80-470a-b0b6-16c1dd905bf2 · inbound

A Survey on Multi-Turn Interaction Capabilities of Large Language Models cites this paper.

A Survey on Multi-Turn Interaction Capabilities of Large Language Models MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T19:32:44.074729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af29eac7-d97f-4350-bb88-9cfcab42e54c · inbound

LLMs Get Lost In Multi-Turn Conversation cites this paper.

LLMs Get Lost In Multi-Turn Conversation MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:11:09.252214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c5d36ea8-4f5b-4a66-94d5-c3045366cde5 · inbound

Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks cites this paper.

Evaluation Hallucination in Multi-Round Incomplete Information Lateral-Driven Reasoning Tasks MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:00.875755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d98513-624c-4268-8633-5f40cf866eda · inbound

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models cites this paper.

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:42.008599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3948b3d6-98e4-4161-9caa-324e04e13602 · inbound

Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards cites this paper.

Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:05:54.836785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 797a342e-00e3-498f-8edb-8c80e1f6b7c7 · inbound

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding cites this paper.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:21.954324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.