Pith. sign in

Paper Citation Record · LEDGER

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners

As of 3 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2604.22542.

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

pith.paper-citation-record.v1
2604.22542 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T11:46:20.253108Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

29 of 29 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be68e341-b383-43a0-a148-2a1ac08f3f8d · outbound

This paper cites Jingxuan Wu and Carsten Roever.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Jingxuan Wu and Carsten Roever

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.822163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:e2867c6e7c7433b4e1518d6cb5504fedf4b44aa24e5eca8f801034a6386f0388

Observation 2ffe51c6-9feb-43f1-8935-bf382cd2e54b · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T19:31:09.048382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:05db33d1c912f05b7bc4903cf878b2f9b6fa2fd4435f474932a2fedeaea69422

Observation ecf41589-92a4-4d5e-954c-fcc3b47010ce · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.816116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:29239ce795f96afa15502817665f225a537280455e25df38533db3986d3c3c67

Observation 662010d3-0fe3-4845-af5f-83433a1fe626 · outbound

This paper cites Task Constraints.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Task Constraints

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.812246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:2fa17b249356e5fa18cc3ffc63b306a50f127a4c805bb37cdb6b3275ca879208

Observation 379ab589-b8e7-4e56-8fa3-fba3e11caa0b · outbound

This paper cites Use vocabulary suitable for{level}.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Use vocabulary suitable for{level}

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.800343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:974479b0895920913e2ed9c164eddf8d8151ffd3479358cad3aeca00968d3db3

Observation 7efc0744-c86a-477e-94e5-cb0bbd13cf9c · outbound

This paper cites Do not use unlisted grammar.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Do not use unlisted grammar

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.803044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:63b2b6d168d74e7653d1ed6b1c2185fca5502da09dc2f2feef7beec80bfff5f0

Observation 1e2a3fa5-bbad-497a-97c4-5592bc7d59c7 · outbound

This paper cites Output Requirements.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Output Requirements

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.809430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:44dcbd53a4bd3cea4f3fe108748dd7708b0c57a58800551dd97e85872498e466

Observation d6edee85-ae88-4f33-a985-a0b69c50f72b · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.827280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:5d4a130481058543f1d046d93e2758e7b526eefe02135484834ebe5068f25b66

Observation 9577dfbb-6118-4b59-98b0-c458584dc48c · outbound

This paper cites You drink water with your lunch.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners You drink water with your lunch

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.829974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:4948078901a9087198e212cd007ac5758b37a394428b75c71a9dea3d4c980382

Observation aa28c443-37be-4ff9-a1fb-9c7cac040bee · outbound

This paper cites • -2: Does not align with topic.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners • -2: Does not align with topic

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.791521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:f9d367920dd702abbd64b3823f90bf53e52f3f68057d3b063963022f116742ec

Observation f72b2f12-2b89-4bca-8111-dbeb63867abc · outbound

This paper cites • -2: Non-human symbols.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners • -2: Non-human symbols

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.791888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:a5cf9999e88772de9d5f6f7e72ff4e50468200fb2b1c62219d4d7cf6d025a70e

Observation 1ecaa859-b780-47a1-bc70-6a5d3eb16aca · outbound

This paper cites • 4: 1–2 points of extra info.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners • 4: 1–2 points of extra info

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.797532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:d99fc1ea7b7b277edb134d7efd4c31092f9ce408a7461d30c9bbca9a4f2ee40b

Observation 41be858a-a234-4714-abd2-2593b6486a5d · outbound

This paper cites reason_consistency.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners reason_consistency

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.779604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:4a480cafbd57851cfe127b6d73e93024fb4ab4b26fd20bce5a1ebcd661c80018

Observation 87381c77-76f6-44f6-8d76-102ee6039886 · outbound

This paper cites Finishing a big project alone is a hugeaccomplishment. How did taking on that challenge and succeeding make you feel about your owngrowthandcapabilities?.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Finishing a big project alone is a hugeaccomplishment. How did taking on that challenge and succeeding make you feel about your owngrowthandcapabilities?

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.782478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:29dbf401d069a9e48704b946de14abd901c863f7f140340201dc85165049d345

Observation a0f6ad80-fb13-4b61-a8ca-b471eaf03795 · outbound

This paper cites Proud and independent, those are wonderful feelings! How do you think this experience will influence your future approachto similar challenges?.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Proud and independent, those are wonderful feelings! How do you think this experience will influence your future approachto similar challenges?

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.774735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:a48e5ea2c2d1c82ff990d08ce270eb7a885588804ec7a37c97860515ee359574

Observation cd737b5c-9bf2-4357-9e77-12ef2971fd29 · outbound

This paper cites Fantastic connection! Feeling proud makes a big difference. How does feeling proud make overcoming challenges feel more successful to you?.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Fantastic connection! Feeling proud makes a big difference. How does feeling proud make overcoming challenges feel more successful to you?

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.777197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:883434ec897057a124bf58c8e471227d43997c59860c5a5e3658a468a9283812

Observation a067b976-7097-4829-b702-599671459ab4 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.769049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:2df031a8500506d32f7878fe7860380067f99d8fa68135ae9803471916e30db0

Observation cd39b452-d0e1-41a0-97b0-d38cb83ab8e9 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.771894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:d8b3b1a7b6435957972fad0be13e59cec6396a05ee9f9632e5f079d1e4a2deec

Observation 1d7b396c-157e-4346-a009-7ed93d8d9ae2 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.806567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:647e76b322c19e6b4a61f9f1042a9902d87c46613ce0be1cf56c58d2aaf96a35

Observation b25ede97-0a6e-441f-9b4f-06900578319e · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.785129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:697338abba7d05f10aba71f8d836690aacc6066acb733ca2549f9b9553f2d740

Observation 4c2d104d-7458-4971-9599-b82c1e2ea386 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.786097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:3653d05095bc8855e740e4948ebf61348cac2d4424b9995657826f248567a2f9

Observation 43aac1e3-7a07-4f58-81ce-f40bfc1f0253 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.779341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:a01bb48f2483cd813dbbd909a95ddc1a95608456dae035984d3b9b54baa9ba9c

Observation 572687c7-eac5-4dbc-b5d6-7acf7483f014 · outbound

This paper cites You drink water with your lunch.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners You drink water with your lunch

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.819270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:99ac6ae7a213d79ae538300b6dda5e8d38be50ae25ad9bd6999e069d27500c1b

Observation 8f494532-d82e-4375-879b-d783e7af641a · outbound

This paper cites Do you eat rice with your lunch?.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Do you eat rice with your lunch?

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.794853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:8afce76afb110502a6c21b79abb5f0d14d4f26f2018970f1d6ffbe0b782c290b

Observation fb6ec472-9444-41fe-a545-51c888f36191 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.759181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:252f3994e21765d20acffade9a9dd3e67925817dc7d7b80378eb9a2d369e1508

Observation 3dddad79-15da-4502-a476-9a86968e0cc1 · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.761484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:83e67a23122fc12490c1250fc0c490da3c9baa8b94525c690a78d9c04d0fc7d1

Observation 596823e2-964c-4e4e-b16e-c169d3d3381e · outbound

This paper cites an unresolved cited work.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-26T13:57:50.756954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:11d5b35e0883bafcc04aca37a3547c275ea9224c68de232bbe15c542ccf5961b

Observation ed4e662d-9d2a-4ebb-bf6d-82ab09357320 · outbound

This paper cites Do you eat rice for lunch?.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners Do you eat rice for lunch?

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.824532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:9824929a68a1baf48a9b4760977dd4b42049b8a6570fccdbfa6a999cd45ba772

Observation 14f3e42b-7ca7-4394-a16c-6d6bc664f80e · outbound

This paper cites The GRPO baseline collapses into a repetitive template (repeating user input + simple question), whereas DDPO generates diverse feedback and follow-up questions.

Controllable Spoken Dialogue Generation: An LLM-Driven Grading System for K-12 Non-Native English Learners The GRPO baseline collapses into a repetitive template (repeating user input + simple question), whereas DDPO generates diverse feedback and follow-up questions

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T13:57:50.754407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-08T11:46:20.253108Z digest=sha256:511b89115c045b0f08a6e91ed4e826b311f48e64e7d0c6e647f11cd0d08aef79

Pith citing papers

No inbound Pith citation observations are available.