Paper Citation Record · LEDGER

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement

As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2508.20151.

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

pith.paper-citation-record.v1
2508.20151 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:20:14.227038Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy1
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59317354-aefb-4ece-abb6-42820ef4976d · outbound

This paper cites an unresolved cited work.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:20:14.369215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fff33f1c-29f6-4f2a-84c7-54ee8cf00ab7 · outbound

This paper cites an unresolved cited work.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:20:14.357999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 80137bcd-470a-400a-b79a-4e705dcc8b32 · outbound

This paper cites Deliberative Alignment: Reasoning Enables Safer Language Models.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Deliberative Alignment: Reasoning Enables Safer Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.188064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a72e47-f168-47a9-910a-626d53470d0b · outbound

This paper cites $R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement $R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.196871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0371de04-6bab-4aa9-8cdb-67e0476fc613 · outbound

This paper cites ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.200987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4284588a-414e-4899-bcf4-10e54258220e · outbound

This paper cites EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.204749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd87d9e8-a4f6-47b5-8bc8-dde9d36b8006 · outbound

This paper cites No potential good intention.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement No potential good intention

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T15:20:14.348448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 309194a3-07f4-4bae-9400-6f0ff12790f4 · outbound

This paper cites an unresolved cited work.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:20:14.338259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d7b60ad4-e8b2-4bd9-82e7-f9e12e9edad9 · outbound

This paper cites an unresolved cited work.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:20:14.328929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3df3c19d-1761-4a30-98d9-d6affe9b4193 · outbound

This paper cites Rating: [[5]].

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Rating: [[5]]

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:20:14.318510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 15acb35d-5565-4385-b90c-c663a6888d8a · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.180017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2bb5a08-5439-4e4e-9501-cb9dbe177c3a · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.192838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e649684c-578a-43ce-a20b-c1c76b1f4219 · outbound

This paper cites Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators.

IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T15:20:14.184269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.