Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2108.12777.
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 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:03:04.456303Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:40:06.889992Z
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 5f7d7702-085b-4220-afea-a2c4184e7e2f · inbound
Comateformer: Combined Attention Transformer for Semantic Sentence Matching cites this paper.
Comateformer: Combined Attention Transformer for Semantic Sentence Matching Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:03:04.456303Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2bc539f-fca5-41ec-8563-5a527c970255 · inbound
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks cites this paper.
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:12:49.835380Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91362f5b-9db6-48cc-b678-ccb7575d9d55 · inbound
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach cites this paper.
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:40:06.896634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.