Paper Citation Record · LEDGER

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies

As of 20 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.21143.

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

pith.paper-citation-record.v1
2607.21143 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:21:02.790097Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain2
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f2e90082-1ed4-43d9-a264-fc7966dbe773 · outbound

This paper cites Bruce , address=.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Bruce , address=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:00.470338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ffe5d8-dc3c-46b1-ac4b-b4919d88006b · outbound

This paper cites ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:00.569126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f24ebc3e-69ba-4d03-b7f9-ad3a86f47d47 · outbound

This paper cites A mbig QA : A nswering Ambiguous Open-domain Questions.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies A mbig QA : A nswering Ambiguous Open-domain Questions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:00.677427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb32096b-7fc7-484c-9c37-fb4d73fb8537 · outbound

This paper cites Asking Clarification Questions to Handle Ambiguity in Open-Domain QA.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Asking Clarification Questions to Handle Ambiguity in Open-Domain QA

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:00.823438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4550c220-3fc4-4bc6-aa8d-2916bb598d41 · outbound

This paper cites CLAMBER : A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies CLAMBER : A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:00.924830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c5379e-1a36-498a-a346-0620970b2b33 · outbound

This paper cites InfoQuest: Evaluating Multi-Turn Dialogue Agents for Open-Ended Conversations with Hidden Context.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies InfoQuest: Evaluating Multi-Turn Dialogue Agents for Open-Ended Conversations with Hidden Context

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.004934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6e8502-be05-4329-96af-478118b52fc3 · outbound

This paper cites ArXiv preprint , volume=.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies ArXiv preprint , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.091981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d48b42-9999-485b-99bd-bb527d428cba · outbound

This paper cites Clarify When Necessary: R esolving Ambiguity Through Interaction with LM s.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Clarify When Necessary: R esolving Ambiguity Through Interaction with LM s

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.177748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b331616b-3024-4474-a81d-5b3ef8761428 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.270211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e89a2724-6087-4824-a667-6312ff444f9e · outbound

This paper cites Are LLM -Judges Robust to Expressions of Uncertainty? I nvestigating the effect of Epistemic Markers on LLM -based Evaluation.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Are LLM -Judges Robust to Expressions of Uncertainty? I nvestigating the effect of Epistemic Markers on LLM -based Evaluation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.353502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bba3032-a760-4b05-925e-a2967b78e95d · outbound

This paper cites an unresolved cited work.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.526072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec192c9-b302-4819-bf1c-863f5d5cd824 · outbound

This paper cites AmbigDocs: Reasoning across Documents on Different Entities under the Same Name.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies AmbigDocs: Reasoning across Documents on Different Entities under the Same Name

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.613505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73b7850c-812e-4dd0-99e3-2d003ccadea6 · outbound

This paper cites STYLE : I mproving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies STYLE : I mproving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.699511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab5d14d8-42b5-4ec0-bd87-de4cffb7811f · outbound

This paper cites Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.781820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1498eb-143d-4a5c-9754-b670e5b93d47 · outbound

This paper cites ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies ClarQ-LLM: A Benchmark for Models Clarifying and Requesting Information in Task-Oriented Dialog

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:01.845484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d9a1a2-060e-4994-a4df-cbc2db26ee1d · outbound

This paper cites 2025 , eprint=.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies 2025 , eprint=

Reference 17

Resolution: parse uncertain; no resolver link, observed 2026-08-01T08:21:01.966536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5328f40d-6457-4af6-a4fa-33233387791f · outbound

This paper cites an unresolved cited work.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.120434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40302ed-1e73-436b-9f36-1161188c2c46 · outbound

This paper cites 2025 , institution =.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies 2025 , institution =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.139895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6f9eec7-8130-48f2-9177-1c6a08518b03 · outbound

This paper cites an unresolved cited work.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Unresolved cited work

Reference 20

Resolution: parse uncertain; no resolver link, observed 2026-08-01T08:21:02.259817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34cc7c97-5869-48bd-8f0d-e26512e6c1b9 · outbound

This paper cites OpenAI GPT-5 System Card.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies OpenAI GPT-5 System Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.409046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c10667f-b251-419b-b8bd-748a55961095 · outbound

This paper cites NVIDIA Nemotron 3: Efficient and Open Intelligence.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies NVIDIA Nemotron 3: Efficient and Open Intelligence

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.544732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815bbc28-9633-44bb-9e9f-21607ad73a86 · outbound

This paper cites an unresolved cited work.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.624486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce653252-99a0-4457-948d-d71dbe3b2d28 · outbound

This paper cites ArXiv preprint , volume=.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies ArXiv preprint , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.698797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0b3400-90c2-409f-8c0b-8e8ec2a8711b · outbound

This paper cites and Oyamada, Masafumi , title =.

One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies and Oyamada, Masafumi , title =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T08:21:02.790097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.