Pith. sign in

Paper Citation Record · LEDGER

On the (In)Effectiveness of Large Language Models for Chinese Text Correction

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2307.09007.

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

pith.paper-citation-record.v1
2307.09007 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:11:20.696348Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:52:30.289595Z

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 a678a382-c43d-4fa5-81b3-ae0df1b25fb9 · inbound

Trigger$^3$: Refining Query Correction via Adaptive Model Selector cites this paper.

Trigger$^3$: Refining Query Correction via Adaptive Model Selector On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T13:53:39.324984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:53:39.324984Z digest=sha256:8522f65972273ac41e5d5764408a0c69403206e05566ac23e0e75f6f9c5869a9

Observation ed42e49b-111f-4dcc-8f01-db6a4a70c217 · inbound

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning cites this paper.

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T12:10:00.572195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:10:00.572195Z digest=sha256:bf6e80f842e3d0c5b990727eb608d5766ae81a5f63ffc7da63f9077105b1d9e9

Observation cdbf64a5-d4db-42bc-b7f8-098ab3888d47 · inbound

Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion cites this paper.

Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T22:57:33.126810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:57:33.126810Z digest=sha256:95b693c89a90beb5e2159de2497a89f80fd98f5d75c6cbf07a405bd4d8348e4f

Observation 105bc093-2128-4d5c-8f38-a8dcd5e72b83 · inbound

Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction cites this paper.

Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T22:58:16.545829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:58:16.545829Z digest=sha256:d064bbc74caf91f4385e22e03a944bb0e0e81dfe3407bfdeee4b0a94b9a08b9d

Observation 61dbe5ee-4031-4214-a175-5db7c137c3a6 · inbound

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning cites this paper.

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T13:36:24.683368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T13:36:24.683368Z digest=sha256:bc5a294a692226e67b2c3c772bb81f9a0652d1611e41cff52b5eddb0a51af246

Observation efcce588-c70c-4bff-a738-0471cd040d3e · inbound

RAIR: Retrieval-Augmented Iterative Refinement for Chinese Spelling Correction cites this paper.

RAIR: Retrieval-Augmented Iterative Refinement for Chinese Spelling Correction On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T10:11:20.696348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:11:20.696348Z digest=sha256:679c63f68e9a75abc1523e41cc0c9e0d7b358b60abcf9caf6d87df62123beee8

Observation 28feb3e2-5b51-4866-b6bf-567812518205 · inbound

CEC-Zero: Chinese Error Correction Solution Based on LLM cites this paper.

CEC-Zero: Chinese Error Correction Solution Based on LLM On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T21:44:05.746481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:44:05.746481Z digest=sha256:0017b09ea70814d7ea0338343de2479118ff200414c7255d48064e876e88281e

Observation 559b0915-0856-4a07-a8eb-193a490c8bea · inbound

EXECUTE: A Multilingual Benchmark for LLM Token Understanding cites this paper.

EXECUTE: A Multilingual Benchmark for LLM Token Understanding On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:46:32.027737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:46:32.027737Z digest=sha256:7a58bb2b4ee0d74672948b51f17cb788f06789369cbe7164a5016c10e7e85eeb

Observation b5d24d71-0d50-4566-8262-5c1bb4f26cf4 · inbound

Mixture of Small and Large Models for Chinese Spelling Check cites this paper.

Mixture of Small and Large Models for Chinese Spelling Check On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:52:30.294699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-07T05:52:29.949220Z digest=sha256:3af5d4288d609cedca3d7dd28ad5d4206443ee346d5ade98599598d68a761d77

Observation 88b7081f-d076-4c88-80a2-4794176568c7 · inbound

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI cites this paper.

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-02T11:29:26.857923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:29:26.857923Z digest=sha256:84217f39e0b572ed08509b0707020264ae2b62ddd972352f9b48a5bd2162e724