Paper Citation Record · LEDGER

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance

As of 19 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2505.16526.

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

pith.paper-citation-record.v1
2505.16526 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:03.976212Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:56:49.629095Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact2
verified fuzzy1
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86a81c9b-64c2-4e97-888f-9d99496d8f10 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:00.804825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad042cf-f14b-43db-a753-f535b3a979b5 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:00.968574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a78ade7-d616-4f0c-b783-550065256817 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.073751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e542c10-e9b1-4557-8df7-be5af39dc2b9 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.177105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3e8a76f-990a-4d79-96f2-caea0708b657 · outbound

This paper cites Glass, and Pengcheng He.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Glass, and Pengcheng He

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.284939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d63699-de28-4137-9618-20b17b0b29a0 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.430974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68efde7-02c4-47b8-9d6d-7f4ab01dc51b · outbound

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

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.507759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aa4f937-4c38-41e9-8ca8-b34e3b617af6 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.571078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98140d22-f5d3-434a-87b9-161164d72e44 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:05.453243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36dd8d79-8f21-47b3-9ba8-63824c739943 · outbound

This paper cites Programming Refusal with Conditional Activation Steering.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Programming Refusal with Conditional Activation Steering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.780442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5153e23-2425-4513-a6d7-bc5905917615 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.868217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ead3faa5-253e-43e1-81d4-c05e5e76464b · outbound

This paper cites Can LLMs Follow Simple Rules?.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Can LLMs Follow Simple Rules?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:01.961239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789fcf8d-7d46-4836-af2d-17fe4ff4cee1 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance A Comprehensive Overview of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:02.085338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b927d33-6827-4243-9ee8-ff81049a05f9 · outbound

This paper cites GPT-4o System Card.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance GPT-4o System Card

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:02.166561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80ce4597-0419-4c49-8727-4e2dd33a3e3a · outbound

This paper cites Raut, Eyal Zimlichman, Satya Narayana Cheetirala, Girish N.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Raut, Eyal Zimlichman, Satya Narayana Cheetirala, Girish N

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:03:05.233057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a5420d6-6ced-4755-86a4-89b3c24bf8bf · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:02.324929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056f1762-112c-469a-9930-6cfb2dba69d7 · outbound

This paper cites do anything now.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance do anything now

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:02.431390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c1c74dd-db15-4860-8f39-c9dae0281168 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T15:03:04.326628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f3b10827-f8b4-4d18-ae14-41ed5d4f982c · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:03:05.027150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc1f04ce-7f1a-44cc-8987-834e1fa3328d · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:02.812420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7fd0e92-4307-454f-8b72-44736ec9cca3 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:02.932546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ec12ddf-62a3-4cfa-b511-1553364312e9 · outbound

This paper cites Steering Language Models With Activation Engineering.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Steering Language Models With Activation Engineering

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.042293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79836c8e-b4fc-4fb4-a32e-8250ba74bff0 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.123210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9c342d7-9967-4cba-94ff-152251da19dd · outbound

This paper cites Rossi, Sungchul Kim, and Shuai Li.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Rossi, Sungchul Kim, and Shuai Li

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.254235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 921c59f4-d9d6-46b2-a5b3-c935d177cc1a · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.398608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38dad495-06f9-4cf9-adcf-d70a2e606504 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.597752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67da2a27-7c19-404e-a10f-618d5dc41dc0 · outbound

This paper cites an unresolved cited work.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-07T15:03:04.139755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08ca583b-93fd-47fb-994b-bbfc801b6784 · outbound

This paper cites online" 'onlinestring :=.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance online" 'onlinestring :=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.874815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c4c318-d165-4cd4-bb46-5362b78c1da0 · outbound

This paper cites write newline.

EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:03.976212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8f4d45d0-e04e-4439-9e22-c6d1d5e84dc2 · inbound

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference cites this paper.

Probabilistic Concept-Aware Steering for Trustworthy LLM Inference EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T13:56:49.629095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.