Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T23:18:55.252776Z
Paper Citation Record · LEDGER
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
As of 19 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 3 inbound Pith citation observations for arXiv:2412.20662.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:30:04.657199Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T22:22:43.472945Z
Reference resolution
27 of 27 outbound references displayed
- verified exact0
- verified fuzzy16
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 173ad89a-9010-4d31-a8cd-2674b47ae29b · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.794818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5684752-7421-46d5-abe7-d33878ddd67a · outbound
This paper cites Prompt 10: Simplified prompt template for VLLMs on table recog- nition tasks.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Prompt 10: Simplified prompt template for VLLMs on table recog- nition tasks
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.780524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a3bd2f29-8d7b-4c06-8086-5646dff53346 · outbound
This paper cites Figure 11: Chain-of-Thought prompt template for VLLMs on table recognition tasks.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Figure 11: Chain-of-Thought prompt template for VLLMs on table recognition tasks
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.736106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a9eaec8-f134-43bb-8946-9d0e2eabcb8d · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.766595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 35e8b192-2ebf-4148-a865-c2baf7d97d13 · outbound
This paper cites Use rowspan and colspan to better interpret the structure information of the table.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Use rowspan and colspan to better interpret the structure information of the table
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.751165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 683942c2-cfae-4ab1-a278-b35e2627374c · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.721269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9e2facfe-e7fd-4c01-b2dc-aee6666d9fd2 · outbound
This paper cites The row and column numbers start from 1.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner The row and column numbers start from 1
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.706405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 34535298-2e19-4a22-baf2-306f0f526492 · outbound
This paper cites chain_of_thought.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner chain_of_thought
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.677989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bb12dc7b-42a1-48fd-a279-0bc4be4f6c0f · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.663174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 36fdf4fe-c743-4b54-8933-f84299c16159 · outbound
This paper cites If there are merged cells, return a list of type string.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner If there are merged cells, return a list of type string
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.648583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 560949e0-f4b3-4687-b59a-d88776c6916c · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.633435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2302cccd-6035-40e1-b775-75eb9c0856c6 · outbound
This paper cites chain_of_thought.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner chain_of_thought
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.619123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e20844cb-b068-43c5-8037-1da66f8ab7cd · outbound
This paper cites The row and column numbers start from 1.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner The row and column numbers start from 1
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.604770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b1d5e642-4723-4c1d-b39a-c2cb808c53c7 · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.591750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d8cd8ee4-056d-4086-868c-1260c6c44197 · outbound
This paper cites chain_of_thought.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner chain_of_thought
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.578740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df979f20-fe65-40dc-b9e7-ee368342be76 · outbound
This paper cites The row and column numbers start from 1.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner The row and column numbers start from 1
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.564820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 680cc866-4983-4215-b06d-a83771f0d79e · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.549889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0964dfae-6c40-4217-bbf7-273d5c3d962f · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.535296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d491af3d-9900-4a99-80ed-63b362b85cc9 · outbound
This paper cites chain_of_thought.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner chain_of_thought
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.519079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aa7851a5-b772-4e85-87ab-13554e72b8b7 · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.503409Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4a9cc5b3-77ac-47fd-b60d-0109fa5b66d3 · outbound
This paper cites Returns a list of string types in the json "content" field.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Returns a list of string types in the json "content" field
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.486706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9e519a02-0ed0-497d-b56c-f7e6b50f30ec · outbound
This paper cites content" value must be a string list. {.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner content" value must be a string list. {
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.471605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b550cdf9-c527-4b66-9e8e-856886705590 · outbound
This paper cites an unresolved cited work.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:18:55.456172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cbdb17c4-3ba3-4502-b0ee-f05af00f2ea1 · outbound
This paper cites Returns a list of string types in the json "content" field.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Returns a list of string types in the json "content" field
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.440621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0557e64a-f00b-42fc-8a1b-b7025acbb97c · outbound
This paper cites When counting the number of rows and columns, the header and body of the table are also counted.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner When counting the number of rows and columns, the header and body of the table are also counted
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.692387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 44b0addf-812d-48f2-bdd3-93f91dec45f9 · outbound
This paper cites chain_of_thought.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner chain_of_thought
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:18:55.423656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8cf1a72a-ee0d-4302-b3dc-d64f50930285 · outbound
This paper cites [Wang et al., 2024a] Jiahao Wang, Mingyue Cheng, et al.
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner [Wang et al., 2024a] Jiahao Wang, Mingyue Cheng, et al
Reference 1464
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:18:55.112640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation f9e88a03-8ee4-48f0-9d8f-5b9ed8a96615 · inbound
TableNet A Large-Scale Table Dataset with LLM-Powered Autonomous cites this paper.
TableNet A Large-Scale Table Dataset with LLM-Powered Autonomous Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T19:10:15.590372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a581f615-f070-438a-a466-4a6f699188bb · inbound
Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models cites this paper.
Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T22:22:43.474355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41700b40-250f-4351-a40b-518bf1cb5984 · inbound
LLM-as-a-Judge Scores Are Unreliable Optimization Signals in Closed-Loop Table Recognition cites this paper.
LLM-as-a-Judge Scores Are Unreliable Optimization Signals in Closed-Loop Table Recognition Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:30:04.657199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.