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Paper Citation Record · LEDGER

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA

As of 9 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.25204.

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

pith.paper-citation-record.v1
2605.25204 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:26:11.374994Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

10 of 10 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0850f4d9-5fa2-4016-b7e4-22045ba9457c · outbound

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

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:34:38.185688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:1bf94c209c4f7da7bd146282a6bf3692f8bd3a07f47101a1f098d84410d496e6

Observation 86154fb1-3582-412a-ac1a-1109bdb385e9 · outbound

This paper cites What do you mean exactly? analyzing clarification questions in cqa.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA What do you mean exactly? analyzing clarification questions in cqa

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.074830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:b9113efa59219abae7cfbeb62af50754cdaef7bf3cb8e52ab30ac9c5a1d90235

Observation a551b374-3b29-4537-8e28-c52901ceb19c · outbound

This paper cites Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:34:38.187598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:f1952febfe3cfb00101d20861ae38a14c0cfcc1f8490db666e4c1368c6dd73c2

Observation b6e5adb4-d9f0-41ac-9d3a-c9f98c50a782 · outbound

This paper cites Pacific: Towards proactive conversational question an- swering over tabular and textual data in finance.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Pacific: Towards proactive conversational question an- swering over tabular and textual data in finance

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.076753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:5a98f8654ab922c67035351c169ebcad825af9c2638adbc86815e8d462422534

Observation ebdecb28-c380-45a0-ada7-4dbb6d9140fa · outbound

This paper cites and Craswell, N.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA and Craswell, N

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.069108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:8c7e79048c480a2654f47eeea6ddffd45be3b2e8477338bf2fabd11fe1cd6305

Observation 89a29f5e-3444-4e04-b664-c580eb74af99 · outbound

This paper cites and Daum´e III, H.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA and Daum´e III, H

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.066812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:8a35eac26868ff23b1ec633370410d40d9c98244905753bb58000ed820801b9c

Observation f16cfa47-39b6-422c-b1fb-cd5f22363f08 · outbound

This paper cites Collabllm: From passive responders to active collaborators.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Collabllm: From passive responders to active collaborators

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.064433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:1b8f6fc78c6063f8cc347a90f55bb4f65b3a08f1d701e494a165af707d190d57

Observation 6af0016a-7b25-4165-a60b-a3a06ecdc8da · outbound

This paper cites an unresolved cited work.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-07-09T10:16:10.072972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:73c225ab14451c3715e6f220c4c408b798e030d1045f6bd5757a7fafa5442f01

Observation 7cd21992-0614-4fe7-a274-d6f01fb0a95a · outbound

This paper cites irrelevant.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA irrelevant

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.061888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:0d81edc87bd21949ce2793f980c4dac1a9c539444a06d02947bbc7a65cbf77bf

Observation 2bf65e86-4b73-49a0-a0c6-a58d11555329 · outbound

This paper cites Although some settings perform slightly better than others, no strong monotonic trend emerges.

Clarification Is Not Enough: Post-Clarification Answering Remains the Bottleneck in Multi-Turn QA Although some settings perform slightly better than others, no strong monotonic trend emerges

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T10:16:10.071178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T11:26:11.374994Z digest=sha256:a0233610a41b891b403faeabd16bfd5b3019fc1fb417784be328c68c153a90a9

Pith citing papers

No inbound Pith citation observations are available.