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Paper Citation Record · LEDGER

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks

As of 23 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 0 inbound Pith citation observations for arXiv:2501.02654.

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

pith.paper-citation-record.v1
2501.02654 v2

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:12:52.084879Z

measured 95 of 95 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

95 of 95 outbound references displayed

  • verified exact12
  • verified fuzzy0
  • unresolved83
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9c1caf4-999a-4043-9825-86aaade22406 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

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Observation 61939389-bf0f-46c7-a34b-899c75c5ada0 · outbound

This paper cites Balanya, Juan Maro\ n as, and Daniel Ramos.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Balanya, Juan Maro\ n as, and Daniel Ramos

Reference 2

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Observation 12e7d6fc-30d8-428a-964f-719b5e3c9647 · outbound

This paper cites Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice

Reference 3

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Observation 1be39183-a585-4260-b5eb-bad8d37f3b1c · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 4

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Observation 4daafb57-7928-43bb-a194-ca6e3ee62909 · outbound

This paper cites an unresolved cited work.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 5

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 6

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 7

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Observation 1bcbb5f5-05a7-4035-b9b5-d32048f20253 · outbound

This paper cites Towards Robustness Against Natural Language Word Substitutions.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Towards Robustness Against Natural Language Word Substitutions

Reference 8

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Observation b7f50dce-48ef-4694-96d3-4fe7add9af07 · outbound

This paper cites The Llama 3 Herd of Models.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks The Llama 3 Herd of Models

Reference 9

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks o zde G \

Reference 10

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This paper cites Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems

Reference 11

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 12

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 13

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This paper cites BAE: BERT-based Adversarial Examples for Text Classification.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks BAE: BERT-based Adversarial Examples for Text Classification

Reference 14

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Explaining and Harnessing Adversarial Examples

Reference 16

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 17

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 18

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 19

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Query-Based Adversarial Prompt Generation

Reference 20

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Observation 533a2e9d-6e76-4f4b-a38f-9023b787d4d1 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

Reference 21

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Reference 22

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Reference 23

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Contextualized Perturbation for Textual Adversarial Attack

Reference 31

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks TextBugger: Generating Adversarial Text Against Real-world Applications

Reference 33

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution

Reference 37

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Observation 5affb08c-ec76-435a-b7ca-685b9c02410a · outbound

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Observation 5925b884-372b-48bf-ab6a-62aecb4a40a5 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Multi-Task Deep Neural Networks for Natural Language Understanding

Reference 42

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Observation 02689046-d942-4d4e-84ef-e47872b7dc56 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 43

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Observation dfc2bbe7-79bc-44d2-a2a0-328f7210d035 · outbound

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Observation 1d66cc6f-b952-4c80-91f1-38d051368d59 · outbound

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Observation 473b4189-6373-4198-bcf3-4b29fb70078d · outbound

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Observation 0afae8dd-fbba-463d-96b4-1e0ac7d92021 · outbound

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Observation f6d1a649-a394-4115-9295-53f487023f56 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks (Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection

Reference 52

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Observation 4b8d8293-aee0-4403-9b79-02b4e600757a · outbound

This paper cites Sample Attackability in Natural Language Adversarial Attacks.

Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Sample Attackability in Natural Language Adversarial Attacks

Reference 54

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Observation 615bcd21-31d2-47a3-bd1d-f25a85707aff · outbound

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Observation 95554789-6ebc-411a-b2a8-502925dfcda0 · outbound

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Observation 95ab84d3-d8b8-4469-84dd-7ba38cfcf8c3 · outbound

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Observation f0f3d811-4901-44d6-8106-4d51e20d6cd4 · outbound

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Observation 7373bd7f-ba4d-410e-950d-211e9f444b60 · outbound

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Observation 87df8348-9f92-4c6f-aa57-3309f88ad207 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Revisiting Character-level Adversarial Attacks for Language Models

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Observation 3faf1f9b-ff9f-439b-bf89-df58fb030356 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks SocialIQA: Commonsense Reasoning about Social Interactions

Reference 62

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Observation 3cb6bb7e-8add-4cc8-8d15-10b3af923df8 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks

Reference 63

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Observation 6444aae5-74b9-4a32-81e2-716a7a7012d1 · outbound

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Observation 81e86276-a7df-41ed-b217-9dedef27e80b · outbound

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Observation 42de5a08-7833-4b92-b4e2-98d30e047571 · outbound

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Observation 80fcb219-c3e5-4ce0-b3d3-25e36e99f697 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Rethinking the Inception Architecture for Computer Vision

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Observation c3b96cf7-2708-4f68-a39a-1f2014d6ab69 · outbound

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Observation 2becff01-ce1f-4f67-b6fe-e6ebd8f2a3e1 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Observation 9d56ca5b-3fb0-4c36-9fe9-ff7ed534c847 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks A Modified Word Saliency-Based Adversarial Attack on Text Classification Models

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Observation f7d8656e-aca2-4fbf-99cf-a1d8fe02da6a · outbound

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Observation 70a74125-f64b-4f6a-8297-bcde30ba5b00 · outbound

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Observation 1aab0ae5-7a8c-4afb-8880-859c9b2c7fd3 · outbound

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Observation 9b68e779-6b37-4e3a-b7a1-943543750c00 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Observation e12f80aa-4db3-477f-8735-51f640202de2 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks $\textit{LinkPrompt}$: Natural and Universal Adversarial Attacks on Prompt-based Language Models

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Observation d3c247cf-6233-4d1d-acbe-d3217c70f976 · outbound

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Observation 6e25c32c-d440-4408-a856-79aec22ee007 · outbound

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Observation fb55c2a2-57ad-4685-97b7-957fb3b83461 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Observation d3f13246-0944-4a94-a816-90a63e204b63 · outbound

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Unresolved cited work

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Reference 82

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Reference 83

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Reference 84

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT

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Reference 91

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Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Reference 95

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Reference 96

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Reference 97

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Pith citing papers

No inbound Pith citation observations are available.