Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:19.383835Z
Paper Citation Record · LEDGER
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.10737.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
12 of 12 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation de6216fd-5589-462e-88f7-8541daea169c · outbound
This paper cites We adapt this method to use an LLM to suggest entities based on the root topic t and dimension d.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora We adapt this method to use an LLM to suggest entities based on the root topic t and dimension d
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.901630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a8b6e454-c0fb-43e0-8eb8-b5be06e9d18d · outbound
This paper cites Specifically, we conduct an iterative process, where we first ask the LLM to identify relevant papers to the dimension, relevant child nodes, and their corresponding papers.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Specifically, we conduct an iterative process, where we first ask the LLM to identify relevant papers to the dimension, relevant child nodes, and their corresponding papers
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.883653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 855b7851-cf06-48ac-8023-e5850813d0bc · outbound
This paper cites We use the same single-level taxonomy from Section 3.1.2 as the seed input, but modify the label names to similar concepts if they do not already exist within the corpus.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora We use the same single-level taxonomy from Section 3.1.2 as the seed input, but modify the label names to similar concepts if they do not already exist within the corpus
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.862953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation be6b1a2d-3712-4e23-a186-6dcc6ec95d44 · outbound
This paper cites A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T04:25:19.979773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2f0f8721-6603-469c-b5f8-3b3aa058bbb5 · outbound
This paper cites an unresolved cited work.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:25:20.845667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 841b934f-bb3f-405e-9686-7f67d3d219b7 · outbound
This paper cites We select 20 papers from width-expanded nodes and 20 papers from depth-expanded nodes.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora We select 20 papers from width-expanded nodes and 20 papers from depth-expanded nodes
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.777580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 44ddaf2a-69b7-4755-9e0c-7d85ea37c33d · outbound
This paper cites an unresolved cited work.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:25:20.613964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 813dc366-40a7-4093-9b5c-61b6c24c52f7 · outbound
This paper cites auto- mated fact checking.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora auto- mated fact checking
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.469547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ae0c98a7-bc84-411a-a2e9-495d8c0ab235 · outbound
This paper cites Humanities and Social Sciences Commu- nications, 8(1):1–15.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Humanities and Social Sciences Commu- nications, 8(1):1–15
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.931821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 00c85f31-d738-4ff6-a591-3b66954a3e14 · outbound
This paper cites Advances in neural in- formation processing systems, 35:27730–27744.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Advances in neural in- formation processing systems, 35:27730–27744
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:25:20.916667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 552aeb7a-e500-4418-9d7f-2efa7ac6b985 · outbound
This paper cites Large Language Models Enable Few-Shot Clustering.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Large Language Models Enable Few-Shot Clustering
Reference 2023
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T04:25:19.662013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f9cd209a-3157-4b78-a334-0f2200c63d18 · outbound
This paper cites Creating a Fine Grained Entity Type Taxonomy Using LLMs.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora Creating a Fine Grained Entity Type Taxonomy Using LLMs
Reference 2024
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T04:25:20.268330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.