Paper Citation Record · LEDGER

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating

As of 13 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2506.18102.

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

pith.paper-citation-record.v1
2506.18102 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:09.791004Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:55:27.743914Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:07:09.381419Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy22
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0a04ec0-6e24-4604-8278-7a7b2e76b971 · outbound

This paper cites This structured representation allows for precise and systematic evaluation of logical relationships (Table 12).

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating This structured representation allows for precise and systematic evaluation of logical relationships (Table 12)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.305591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 310b08b2-ee41-46e6-823d-20c3a8e52f68 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:14.251099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e15ec4fe-d9a3-4a25-a3f5-16404d3b8826 · outbound

This paper cites GPT-4 Technical Report.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:05.174109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2411de12-a312-46d7-9d72-2fad1352415c · outbound

This paper cites Proximal Policy Optimization Algorithms.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Proximal Policy Optimization Algorithms

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:05.322504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed71e722-abe0-4ec2-8eaa-0429e7780d18 · outbound

This paper cites InACL 2024 (Demo).

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating InACL 2024 (Demo)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.344935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 74ac50bd-0015-4298-a20d-e54001c56398 · outbound

This paper cites The natural language format premises should be prioritized when there is inconsistent between natural language and first-order logic.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating The natural language format premises should be prioritized when there is inconsistent between natural language and first-order logic

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.501917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6a1b35f-0ebd-4ee9-8de0-01025d2e9d73 · outbound

This paper cites Combine Premise 1 and Step 5.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Combine Premise 1 and Step 5

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.455075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e1ee447a-04eb-4f69-8212-68c5df98f80d · outbound

This paper cites •0: No emotional appeal.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating •0: No emotional appeal

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.207900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a74db4bf-738e-4222-8020-a425f956b9dc · outbound

This paper cites •0: The arguments are unclear or confusing.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating •0: The arguments are unclear or confusing

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.179948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 14c7831b-cb82-41cf-866b-7451c51f32b3 · outbound

This paper cites •0: The arguments are disorganized and difficult to follow.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating •0: The arguments are disorganized and difficult to follow

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.153854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c58ff65-6db3-45b8-a2c1-cb9a5b2669a2 · outbound

This paper cites •0: Arguments that stray far from the topic.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating •0: Arguments that stray far from the topic

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.035673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4fcc33d5-dfc7-4ec4-81f9-6db2dd723cd2 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.985125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d0308fcb-82ab-49ca-a5ad-6c50387936de · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.965559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 713315ef-8f9e-4f96-84dc-da9e70db7609 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.929682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ade8d57b-de84-493f-9563-130a56d07038 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.885610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 00149770-2442-4d36-a14e-70614ae812c0 · outbound

This paper cites true”, “false.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating true”, “false

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.804747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b5abf35d-8919-4320-bb08-e7b840fd21f3 · outbound

This paper cites true" if it necessarily follows from the given premises using logical rules. False:A statement is.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating true" if it necessarily follows from the given premises using logical rules. False:A statement is

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.755249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab5b6c6f-295e-4024-9ae1-7d730e0dc0fd · outbound

This paper cites love the most.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating love the most

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.644959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d391100f-25b3-470e-aa43-643daf102a5b · outbound

This paper cites You need to clearly indicate what logic rules and formula you used.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating You need to clearly indicate what logic rules and formula you used

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.571586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7f578a62-9a0e-4999-b74c-c3f6896bb4c4 · outbound

This paper cites And if there is premise contradicts the if statement, you need to use the premise in the if statement as priority and neglect the contradicted one.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating And if there is premise contradicts the if statement, you need to use the premise in the if statement as priority and neglect the contradicted one

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.549324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d4b57a64-1c90-4766-bcd1-b44b4c51a7e1 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.525445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 241cf76d-d6ad-41bf-99be-c4499cb5b781 · outbound

This paper cites Please also indicate the premises and steps you refer to when making the logical process.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Please also indicate the premises and steps you refer to when making the logical process

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.395270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9b05c98a-6959-489e-8946-eebb5ddd171c · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.359049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e6ae167-402b-4aa7-a983-c280e837314a · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.303224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 30c87948-72eb-4396-a21d-ad94b53d314a · outbound

This paper cites Argument: Schools should ban junk food because it contributes to health issues, and schools have a duty to promote student well-being.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Argument: Schools should ban junk food because it contributes to health issues, and schools have a duty to promote student well-being

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.274749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fae593f6-62e3-4749-a384-6526613c6a91 · outbound

This paper cites • CausesHealthIssues(x) ::: x causes health issues.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating • CausesHealthIssues(x) ::: x causes health issues

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.200174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9447f80d-c151-4519-a00b-9164e09d77c5 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.180062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 13263b20-c7ec-4a61-a6f5-a21627d7636a · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.158987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e79f3fd8-01da-47ec-bebd-9fae330eedae · outbound

This paper cites Conclusions:.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Conclusions:

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:13.111110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fe8b0d26-efa7-450f-87c0-408fff77e8c6 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.078593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 21667305-2661-43d2-81a3-cf9577d5b876 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:13.065568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ad392b0e-963a-4dc2-b66d-7df63a8d535e · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:12.990423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d27725f0-1756-4f2e-97e2-a33ee4a6dbe0 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:12.973052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca5e4e6b-90b7-4eb7-8863-d7beac565b98 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:12.844271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e8c57db-8b23-45d4-8cac-0d35c1f59427 · outbound

This paper cites • Conclusion 2: Verify if schools’ responsibility to promote health logically leads to banning junk food.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating • Conclusion 2: Verify if schools’ responsibility to promote health logically leads to banning junk food

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:12.557411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 995782a3-9d5d-420c-aadc-e9647b3b6066 · outbound

This paper cites • Use Premise 3 to reinforce that schools have a duty to take action.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating • Use Premise 3 to reinforce that schools have a duty to take action

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:12.282877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e284c5a4-a08c-44f4-8858-1c34e6f314f2 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:11.984812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ccb8e087-47b2-410d-aa5c-64b2a7d22e70 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:11.527007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7a65cd0f-de3a-486f-96ec-4ba1a1fcf9f3 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:11.244962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 357115dc-e2af-4aa7-9396-46ad27d1869c · outbound

This paper cites • Conclusion 2: true (Supported by Premise 3, reinforcing schools’ responsibility).

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating • Conclusion 2: true (Supported by Premise 3, reinforcing schools’ responsibility)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:11.056561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a538c4d9-1e84-4b0f-bab9-17183ddde345 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:10.827250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e67553d8-9675-45b3-8fe7-07f9f1593271 · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:10.635755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2496b596-2662-4d96-aaa2-1c9f3b25d7fd · outbound

This paper cites an unresolved cited work.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:10.409179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 157dc089-824f-4d7e-807d-9849decdd0ab · outbound

This paper cites keyword1.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating keyword1

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:10.147681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 03d5a69f-328c-48cc-90a3-5d142ae61d1d · outbound

This paper cites InACL 2023, page 13916–13931.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating InACL 2023, page 13916–13931

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:14.384754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 86cad588-32d3-43bc-96b6-94aff1ee3f11 · outbound

This paper cites OpenAI o1 System Card.

InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating OpenAI o1 System Card

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:04.935639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e02bf360-48db-45cb-b953-de8adf8fbd4c · inbound

DEFINED: A Data-Efficient Computational Framework for Fine-Grained Creativity Assessment in Debate Scenarios cites this paper.

DEFINED: A Data-Efficient Computational Framework for Fine-Grained Creativity Assessment in Debate Scenarios InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:07:09.382795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.