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Paper Citation Record · LEDGER

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging

As of 7 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2607.10428.

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

pith.paper-citation-record.v1
2607.10428 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:20:39.150679Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

71 of 71 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved71
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b29e8cce-661f-462a-af3e-f8f492285ade · outbound

This paper cites arXiv preprint arXiv:2510.13747 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2510.13747 , year=

Reference 1

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no resolver link, observed 2026-08-02T07:20:31.171652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.171652Z digest=sha256:3b8bc088a492f9c0371564fe412d5bb1b585c546e8a4ff32cfae546a0b8c00df

Observation 55c21b7c-3287-4720-8d4f-bb96357ec4d5 · outbound

This paper cites Omni-Perception Policy Optimization for Multimodal Emotion Reasoning.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Omni-Perception Policy Optimization for Multimodal Emotion Reasoning

Reference 2

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no resolver link, observed 2026-08-02T07:20:31.224451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.224451Z digest=sha256:704b3c5405ba734d41829c1df8d47e242741a01c565b6d400922c4a7a67b93cc

Observation 2bbb0d5f-756b-4635-9656-5a9a272bd2bb · outbound

This paper cites MER-R1: Multimodal Emotion Reasoning via Slow-Fast Thinking Synergy.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging MER-R1: Multimodal Emotion Reasoning via Slow-Fast Thinking Synergy

Reference 3

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no resolver link, observed 2026-08-02T07:20:31.305011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.305011Z digest=sha256:616c9a09ea2e2caf558e8d5397edca3ea9560764632c4e843c0a431b39941fe8

Observation 857cc624-b313-4e75-831d-b45d1c04ed67 · outbound

This paper cites MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues

Reference 4

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no resolver link, observed 2026-08-02T07:20:31.426325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.426325Z digest=sha256:1fe26fa01b8806503149b4b44a325a0030c0519761e44e0f8f68bc792b82b16b

Observation c8af4768-d292-42a5-b009-89c6070e8b7c · outbound

This paper cites arXiv preprint arXiv:2511.00850 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2511.00850 , year=

Reference 5

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unresolved
no resolver link, observed 2026-08-02T07:20:31.549056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.549056Z digest=sha256:8d49cc3b0c874406ea2d3e7951a324db11af401ee068746d952d8870054ea508

Observation 92730466-ebf1-4529-af61-7a7da7b8e32f · outbound

This paper cites arXiv preprint arXiv:2603.00552 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2603.00552 , year=

Reference 6

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unresolved
no resolver link, observed 2026-08-02T07:20:31.681572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.681572Z digest=sha256:7a0d97892a37234097eef5ee17315e68ed0dcf62b7f74eb0c4f103baadd949b6

Observation c6aa9472-74c9-45b1-8eb2-53dd7d828ff8 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 7

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no resolver link, observed 2026-08-02T07:20:31.829375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.829375Z digest=sha256:886a621cc807b6f924a7e8dff59cde4c3c1f8ddae9895b025c3e4cf313d3dacc

Observation c6bfee14-8883-4fd6-a50f-c92e2aa18549 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 8

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no resolver link, observed 2026-08-02T07:20:31.994581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:31.994581Z digest=sha256:e7358ca2f562ba705e2697ff5372e6d3cc53b83a1334d6c34d06fc6c3f0a5742

Observation fb6be6b9-a78a-4ee3-acdb-e8d3a16e959f · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 9

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no resolver link, observed 2026-08-02T07:20:32.113588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.113588Z digest=sha256:fc4727ddce67dadff81ef4c62f8da4fe5bef18f2d27e0feea8ea04dff1a26d35

Observation b69f21ba-19bf-4603-9aaf-a436b6410d76 · outbound

This paper cites arXiv preprint arXiv:2510.23182 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2510.23182 , year=

Reference 10

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no resolver link, observed 2026-08-02T07:20:32.313483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.313483Z digest=sha256:4cbb17cbb6786691b3d842e6bb28b4f9cf0eb877fa389772f1485062ffd18200

Observation 8ccd89c7-a12e-4f11-beff-195d2292fdbc · outbound

This paper cites arXiv preprint arXiv:2509.21856 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2509.21856 , year=

Reference 11

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unresolved
no resolver link, observed 2026-08-02T07:20:32.450541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.450541Z digest=sha256:dbcce44e154c7f5436fadd7b0c55f339bc6bf95d49d3f11545d2ac366fad5de6

Observation 193e0292-12ca-437f-92ca-931e570d47fa · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 12

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unresolved
no resolver link, observed 2026-08-02T07:20:32.591228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.591228Z digest=sha256:908151a3d980bef581caf8d550dca954a09707f1c612624f16daa5554b1429e2

Observation 2b247a99-842e-4672-afeb-dfb59f1c50a5 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Advances in Neural Information Processing Systems (NeurIPS) , volume=

Reference 13

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no resolver link, observed 2026-08-02T07:20:32.762133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.762133Z digest=sha256:15bb3f8a2015c905e532c6a2eec484ec8a0c5793867e2a9192845c6fea3d0a3e

Observation 3a7eea97-6938-4f68-8ac2-c5ad4ea49af8 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 14

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unresolved
no resolver link, observed 2026-08-02T07:20:32.856823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.856823Z digest=sha256:a37d0f2e8fac6cbadd6d206a5b3a1137effd4b60e8d9600a80571cc0010493dd

Observation e3648069-e6b2-47f4-b737-9d0379010f98 · outbound

This paper cites arXiv preprint arXiv:2509.21117 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2509.21117 , year=

Reference 15

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unresolved
no resolver link, observed 2026-08-02T07:20:32.991307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:32.991307Z digest=sha256:dae00566f328830a45352f077d9dd3e854337a0248869f0b1127721c519a6aaa

Observation 6ca12b44-40ab-48e5-8247-3dcd0e92baec · outbound

This paper cites Large Language Models are not Fair Evaluators.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Large Language Models are not Fair Evaluators

Reference 16

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no resolver link, observed 2026-08-02T07:20:33.074919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.074919Z digest=sha256:efe505bf6b8860da5a492d62380f04956d2c881a9bb4608d6b6e6e256ead9d1e

Observation bb18b7c2-b37c-4176-b33c-789872b5274b · outbound

This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=

Reference 17

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no resolver link, observed 2026-08-02T07:20:33.212966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.212966Z digest=sha256:0a30f4ed268f0ba947bcdeee987fec6eddf0592493822997d78cdac9468da8f1

Observation 48eda901-299d-4113-8600-2077c593d038 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging A Survey on LLM-as-a-Judge

Reference 18

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no resolver link, observed 2026-08-02T07:20:33.355853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.355853Z digest=sha256:eb8b28fe288ff4b10cebb0281611d07ffee25af1652c53983d0f8ab2674829c1

Observation 78bde588-dcc0-4e05-bf39-67906b362d85 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 19

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unresolved
no resolver link, observed 2026-08-02T07:20:33.487879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.487879Z digest=sha256:419b5603d49ee2eafb3455e7d82ac6fbcddb6c7820098962ca70537b8cc1e940

Observation 3d01d9e4-23ce-496d-8e1e-f52f7e92bc81 · outbound

This paper cites Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge

Reference 20

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no resolver link, observed 2026-08-02T07:20:33.617934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.617934Z digest=sha256:e91792461f8ff8b4b33b7cff5d5a28e73fddaf8f3d69e4cfc1bbd76274aef789

Observation 97f87e4d-fa84-486d-a966-4a3639feace5 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 21

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no resolver link, observed 2026-08-02T07:20:33.796526Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.796526Z digest=sha256:d01fcee54125eb64422b6ce68e527dd5489fe0b4e15c35903884d0070e13bf83

Observation 96f8aa3b-3c6d-4355-a0f8-455a9d7d07b9 · outbound

This paper cites arXiv preprint arXiv:2510.12462 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2510.12462 , year=

Reference 22

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no resolver link, observed 2026-08-02T07:20:33.944041Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:33.944041Z digest=sha256:a77bc7a50a590561589223bf1956b607882cb40d2461612c09b2e4120eaedd5e

Observation 5f9a78fb-2292-4bff-99e3-1e94a5542168 · outbound

This paper cites ACM Transactions on Information Systems (TOIS) , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ACM Transactions on Information Systems (TOIS) , volume=

Reference 23

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no resolver link, observed 2026-08-02T07:20:34.123775Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.123775Z digest=sha256:81a37e025d7649f4b9fa8af66aab09f32b4708b7aa97a41817070a8408474445

Observation 773d4df3-b1f0-4e91-90e0-a6a590fd7ab2 · outbound

This paper cites Transferable Dialogue Systems and User Simulators.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Transferable Dialogue Systems and User Simulators

Reference 24

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no resolver link, observed 2026-08-02T07:20:34.257535Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.257535Z digest=sha256:28d487653645c211288bdebebccc7dd0606327bcc0133a0e81a7563587812a27

Observation 9d39619e-0dc6-40dc-93e8-6bdcdb8bdc43 · outbound

This paper cites LLMs Get Lost In Multi-Turn Conversation.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging LLMs Get Lost In Multi-Turn Conversation

Reference 25

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no resolver link, observed 2026-08-02T07:20:34.350919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.350919Z digest=sha256:273eef6cdbcaab876feb36a823bd48a591d1ef7bc33ea70a01c5912b3436be2a

Observation e336d869-81ab-4989-a4ed-10da04f7647c · outbound

This paper cites Proceedings of the 25th ACM Conference on Economics and Computation (EC '24) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 25th ACM Conference on Economics and Computation (EC '24) , pages=

Reference 26

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no resolver link, observed 2026-08-02T07:20:34.433695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.433695Z digest=sha256:292b540e47d4638595c708ee7e3722686783cfe0796fb9a6e573715b46d2b233

Observation 46bb3c12-ea9f-4189-b737-06dafe98f2c4 · outbound

This paper cites CollabLLM: From Passive Responders to Active Collaborators.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging CollabLLM: From Passive Responders to Active Collaborators

Reference 27

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unresolved
no resolver link, observed 2026-08-02T07:20:34.516344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.516344Z digest=sha256:2d1e2332be62974e1d2dc15ac7f63d225726288b3727d810d382bab075e7a4a1

Observation 52ea65f1-f84f-45ff-b0fc-ca81773892be · outbound

This paper cites ChatBench: From Static Benchmarks to Human-AI Evaluation.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ChatBench: From Static Benchmarks to Human-AI Evaluation

Reference 28

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no resolver link, observed 2026-08-02T07:20:34.591235Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.591235Z digest=sha256:c9d10d9cd2edbb8008db21a1ca24bf980f18261461350f3e2a9048306d444a99

Observation 33c16312-11b5-470a-b899-fe6815b41459 · outbound

This paper cites Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions

Reference 29

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no resolver link, observed 2026-08-02T07:20:34.652851Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.652851Z digest=sha256:ef84dc1f36d9299d35f68b7b5d7963adbd2431a878bbb8ff7e296dd25b1eae97

Observation 9ea9c0ed-ac30-499e-a580-606eabe772ff · outbound

This paper cites Evaluating LLM Adaptation to Sociodemographic Factors: User Profile vs. Dialogue History.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Evaluating LLM Adaptation to Sociodemographic Factors: User Profile vs. Dialogue History

Reference 30

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no resolver link, observed 2026-08-02T07:20:34.719196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.719196Z digest=sha256:863162715682b42e5f4d5e51ede3e3033133c95c545bd87deec86e63391038cd

Observation ef3dc94d-cd8f-4394-b489-3f820e249926 · outbound

This paper cites Nature Machine Intelligence , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Nature Machine Intelligence , pages=

Reference 31

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no resolver link, observed 2026-08-02T07:20:34.795329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.795329Z digest=sha256:4c03cf43f264b8d043be2baae2ddcd990e2bcd7f361fb90208933d1e574a3265

Observation 7ddeefaa-e93a-4549-bd84-d689eeed2a2e · outbound

This paper cites Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers , pages=

Reference 32

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no resolver link, observed 2026-08-02T07:20:34.853612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.853612Z digest=sha256:63a54154276f3bdada179443a2dbf7c3b6a8972baa5740a15dc20fee43976cf2

Observation a8955479-e8c9-4d7a-b1f8-8b397a3bd38d · outbound

This paper cites A User Simulator for Task-Completion Dialogues.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging A User Simulator for Task-Completion Dialogues

Reference 33

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no resolver link, observed 2026-08-02T07:20:34.914259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.914259Z digest=sha256:d61ce72b56c658716d82f72bdadf32f3c2dea8558327c5af98f8098647d4324c

Observation cb1fbcfc-c1e2-419d-ad61-34c7afb2e2a3 · outbound

This paper cites Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST) , pages=

Reference 34

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no resolver link, observed 2026-08-02T07:20:34.968555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:34.968555Z digest=sha256:dde3d2bc5683d8c693b7a921caf0297321c97dcc8628e979363a85cbcfb41250

Observation c95b2e05-94f6-4a06-bc40-c167e4546bac · outbound

This paper cites Political Analysis , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Political Analysis , volume=

Reference 35

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.042805Z digest=sha256:331532970583ab4ec9a4cc16e0db4c363501adb1cd14f594c855e7d6b4447aaa

Observation 14ff5429-222b-46bd-a1fa-314cfdb7a200 · outbound

This paper cites On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.092841Z digest=sha256:87899f5e54348e976a2405334944c8a336bd0aee281bedf0c9eece7d8156a2b8

Observation c438bbe1-b1d3-46d1-8ab6-95241964f935 · outbound

This paper cites ACL , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ACL , year=

Reference 37

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no resolver link, observed 2026-08-02T07:20:35.143800Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.143800Z digest=sha256:df7b7a92e2100c633faf6b4a203dc1ef4bebeb8b3d3abe4e05955f15c2b64164

Observation 83084c80-54b0-4d26-897d-9c05356fcc34 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 38

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no resolver link, observed 2026-08-02T07:20:35.191658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.191658Z digest=sha256:b9db42db9c4a22f9ca6e0c93603e17b3b37656069fb9f4956ecdd984c3d61ca3

Observation daae4709-4808-47a1-a79c-99c5526ec313 · outbound

This paper cites 2025 , howpublished=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging 2025 , howpublished=

Reference 39

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no resolver link, observed 2026-08-02T07:20:35.253158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.253158Z digest=sha256:fc54e66ef82caba843752aea96fa9335357ea6c77873f99175e4411e9aed3206

Observation 15a7b99b-d08b-435a-af57-3a99c78d10d2 · outbound

This paper cites ACL , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ACL , year=

Reference 40

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no resolver link, observed 2026-08-02T07:20:35.324311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.324311Z digest=sha256:51482305b34465412e243e2fa0508f6ae24e76679d3e9e8147dc94005ff65bd6

Observation 24799a9b-9f34-4bbd-83a8-fc2aeeea9829 · outbound

This paper cites arXiv preprint arXiv:2512.06688 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2512.06688 , year=

Reference 41

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no resolver link, observed 2026-08-02T07:20:35.390815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.390815Z digest=sha256:3fb0eecfaadff9f23d0aa989bd727721a1e975f3effba18ecb3a3ccf7b837a85

Observation 7615334d-6bf0-4a0c-b5d3-216caff3a5f6 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 42

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no resolver link, observed 2026-08-02T07:20:35.474300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.474300Z digest=sha256:8552e8623bfb3f8f83072687328b1f235653d2e5e15448b81eec8a07dbbeece2

Observation 1d72884e-bf7e-47ed-a4e0-eb2d925b9b95 · outbound

This paper cites ACL , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ACL , year=

Reference 43

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no resolver link, observed 2026-08-02T07:20:35.541057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.541057Z digest=sha256:e74c1f19bae1e19c68090b7d731738f46bd239e55f5c606a0dbacdf124dd8a67

Observation 6ac7ba65-6db5-4ec9-8e8a-b58b2bc6b790 · outbound

This paper cites ACL , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ACL , year=

Reference 44

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no resolver link, observed 2026-08-02T07:20:35.590927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.590927Z digest=sha256:7ddd97d20a75494ed00dbf884bf3def883f8bc4ec64c6f0ba7959b3e58142f43

Observation 18d7fbcb-828d-4857-b709-925260550192 · outbound

This paper cites Imagination, Cognition and Personality , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Imagination, Cognition and Personality , year=

Reference 45

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no resolver link, observed 2026-08-02T07:20:35.625127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.625127Z digest=sha256:fc98affe77fd2a0787407dffd25cf44560bfa34f47bb68c69652a0a39353c986

Observation f3eb4455-0440-4bd4-948d-14eb211a41de · outbound

This paper cites an unresolved cited work.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Unresolved cited work

Reference 46

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no resolver link, observed 2026-08-02T07:20:35.639867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.639867Z digest=sha256:ce07bf4ad2a019131d18682720a5651de6341443b312d5ea455851791280a8ce

Observation 46c1c6e5-6d21-4423-bb69-fafe7ca10528 · outbound

This paper cites arXiv preprint arXiv:2511.08394 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2511.08394 , year=

Reference 47

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no resolver link, observed 2026-08-02T07:20:35.660515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.660515Z digest=sha256:f4e1e453f0a9aca997c587363cfecd20bc7b1dda4545146e123554b83e01da64

Observation e3f250ee-002f-4f76-9ecc-878570ea017c · outbound

This paper cites arXiv preprint , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint , year=

Reference 48

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no resolver link, observed 2026-08-02T07:20:35.814712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.814712Z digest=sha256:4f77e85046223c833934699f9baa5b2a17462262b7b0d8c8ec43f99afe343439

Observation d7f8d8ce-bb52-410f-bb69-5d2610228297 · outbound

This paper cites A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions

Reference 49

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no resolver link, observed 2026-08-02T07:20:35.969578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:35.969578Z digest=sha256:5179b87644899686b23c34b2dbbeee82171101fdca5b839862d5c2fdc9fd554f

Observation 7ee82542-17ab-4a79-a39c-f5a011d9bbc6 · outbound

This paper cites Language Models in Dialogue: Conversational Maxims for Human-AI Interactions.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Language Models in Dialogue: Conversational Maxims for Human-AI Interactions

Reference 50

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no resolver link, observed 2026-08-02T07:20:36.120148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:36.120148Z digest=sha256:c73f2b03d9bb7ac6fe9ec0931eb28a0b1e817e09ae7ab09790e8a2be618b6446

Observation 5e7946b8-bc0d-45ef-9888-68f4b57a0b92 · outbound

This paper cites Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models

Reference 51

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no resolver link, observed 2026-08-02T07:20:36.288732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:36.288732Z digest=sha256:63cc0bc88cb2c2319b71fa098407152249400d463065649aa620f47e98157737

Observation 3e0a2ab0-f4ce-4d10-b19e-3fd95d254e7d · outbound

This paper cites arXiv preprint arXiv:2512.10493 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2512.10493 , year=

Reference 52

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no resolver link, observed 2026-08-02T07:20:36.454494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:36.454494Z digest=sha256:b1fddf1a4dc67c814a15a033a978e690f465e5e9a59e393a1178812894cb0a0d

Observation 94922d0c-4bcb-447b-b79c-888e1811ff9a · outbound

This paper cites Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics , pages=

Reference 53

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no resolver link, observed 2026-08-02T07:20:36.628647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:36.628647Z digest=sha256:6fbbeb93523bb2f3f761bdf4efb0266dd2aa766e2401e49835c58e98e7201702

Observation f2bf47b1-24ff-493f-80a7-494da32f4abb · outbound

This paper cites Text Summarization Branches Out , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Text Summarization Branches Out , pages=

Reference 54

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no resolver link, observed 2026-08-02T07:20:36.791237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:36.791237Z digest=sha256:cdf17038dcc82148e77849dddaace1f481a452db71bff4528afcf3426ab3e642

Observation 92a2c7b7-bfed-46a2-a849-b4b41a12895f · outbound

This paper cites ACM Transactions on Information Systems , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging ACM Transactions on Information Systems , volume=

Reference 55

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no resolver link, observed 2026-08-02T07:20:36.957153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:36.957153Z digest=sha256:d0ce01712ece41bedc53078b28eb6d93d488d71c0740e320dde1e300197bfa95

Observation b7d37a22-8a8f-43fe-b7c2-588206ee8e9f · outbound

This paper cites arXiv preprint arXiv:2511.00222 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2511.00222 , year=

Reference 56

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no resolver link, observed 2026-08-02T07:20:37.125077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:37.125077Z digest=sha256:276c550f5c88e1b1bb5e6d51f82e6f7991796d1410807867ef37946f39fcde42

Observation 1b3f6841-c0dd-47cb-bcb8-e6fcbf5726cb · outbound

This paper cites arXiv preprint arXiv:2511.03508 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2511.03508 , year=

Reference 57

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no resolver link, observed 2026-08-02T07:20:37.237479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:37.237479Z digest=sha256:fbdec2547bf9c43ada0f8e6db5dc1e0432bc69056b9d4f00679fb75852e61d2f

Observation 09d78d45-3650-49a4-ad54-9747f74c41eb · outbound

This paper cites arXiv preprint arXiv:2507.20152 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2507.20152 , year=

Reference 58

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no resolver link, observed 2026-08-02T07:20:37.445078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:37.445078Z digest=sha256:05d9ddb00226723219b9ff22d2ce447296beca3f5c5f36eee2839e8a1d4c63b9

Observation 03370a05-40c7-4988-a3ea-fe504cca4821 · outbound

This paper cites The Twelfth International Conference on Learning Representations (ICLR) , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging The Twelfth International Conference on Learning Representations (ICLR) , year=

Reference 59

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no resolver link, observed 2026-08-02T07:20:37.609359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:37.609359Z digest=sha256:3008ffab0a9038f86f10d6818e69cb04bb84ec98b20c46330966d3472a9dfeba

Observation 51e8b65a-385b-4f80-8447-fb889fe720cb · outbound

This paper cites Proceedings of the 29th Symposium on Operating Systems Principles (SOSP) , pages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 29th Symposium on Operating Systems Principles (SOSP) , pages=

Reference 60

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no resolver link, observed 2026-08-02T07:20:37.737009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:37.737009Z digest=sha256:ce5b34cb50d695c4fc17bc1158c904f3149b09a57cc0e03934d5e101524c2383

Observation e9903963-a031-4626-afc2-9f4c9ab5652d · outbound

This paper cites Educational and Psychological Measurement , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Educational and Psychological Measurement , year=

Reference 61

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no resolver link, observed 2026-08-02T07:20:37.879054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:37.879054Z digest=sha256:1a8d89ccf397b2207c36aa8bc9b46870ee7e782d89b03e9b8c53da97cc99a5dd

Observation 4a77c5cf-b515-4eb5-9836-7b3bcf87ff3a · outbound

This paper cites an unresolved cited work.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-02T07:20:38.084127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.084127Z digest=sha256:eb94b5f527a1499d34d284b4404068e658bb811fe93c9a8b3062ea4fdca8014f

Observation 8e545315-cc2a-4844-9662-ccc7ddb08b15 · outbound

This paper cites Proceedings of the Royal Society of London , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the Royal Society of London , year=

Reference 63

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no resolver link, observed 2026-08-02T07:20:38.255709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.255709Z digest=sha256:bda514f1006adb5faeef42628c87b3cd9b55cca73accef377774ed432434c142

Observation d0bad826-6dd5-45f8-8297-100e7214ee0b · outbound

This paper cites Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems , numpages=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems , numpages=

Reference 64

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no resolver link, observed 2026-08-02T07:20:38.424617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.424617Z digest=sha256:d5efc12ef69960731805f085941d76d6ced3a8c9e2518cc8e06525613baedd06

Observation 01fd8100-fde8-4243-8187-2de2f14d5396 · outbound

This paper cites Multi-Turn Puzzles: Evaluating Interactive Reasoning and Strategic Dialogue in LLMs.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Multi-Turn Puzzles: Evaluating Interactive Reasoning and Strategic Dialogue in LLMs

Reference 65

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unresolved
no resolver link, observed 2026-08-02T07:20:38.536898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.536898Z digest=sha256:3f6e48d6cbe7471a1affdbbb0d5f05f86f208b604320f30bd656ee71def58b7a

Observation 9f756069-7f36-4809-bd2d-a468123d613e · outbound

This paper cites R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation

Reference 66

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no resolver link, observed 2026-08-02T07:20:38.710219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.710219Z digest=sha256:b5396532170f7b4490238faa46851da4f85c3a2ed3893282ec8ecfa2e0ea37ab

Observation a34bba85-9614-40c4-b482-2a785ec08613 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Instruction-Following Evaluation for Large Language Models

Reference 67

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no resolver link, observed 2026-08-02T07:20:38.736690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.736690Z digest=sha256:636b2358a4fc8155268d13cdd4d44b7f985e995d3d0b4d74127a8e2cae1649e6

Observation c6bb1e5c-48bc-48fc-82a3-9e23f4d58850 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Advances in Neural Information Processing Systems , volume=

Reference 68

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no resolver link, observed 2026-08-02T07:20:38.785314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.785314Z digest=sha256:cc82c7dceb3b9cb3c2d3751769338e920a40830ca0af9947bdcb108d4205c3a5

Observation 3e70b0f7-86e4-43b5-8eae-d3315b547d8e · outbound

This paper cites arXiv preprint arXiv:2508.06196 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2508.06196 , year=

Reference 69

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no resolver link, observed 2026-08-02T07:20:38.901702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:38.901702Z digest=sha256:5a43dbb0fb2bbe0af482e9e2b4e9f9f5b75ade51e7bd7749e0b68d9113a5ddb2

Observation 2b6073aa-7313-4b74-a449-82a3b70b7577 · outbound

This paper cites arXiv preprint arXiv:2505.23810 , year=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging arXiv preprint arXiv:2505.23810 , year=

Reference 70

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no resolver link, observed 2026-08-02T07:20:39.009425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:39.009425Z digest=sha256:9f71fd528b61e91f74407b30a9d8d02da4fd737da50013ef94564dd496042cfa

Observation 3b1e17c1-ed7f-44d1-b266-fe1c15f483f3 · outbound

This paper cites Proceedings of the ACM on Management of Data , volume=.

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging Proceedings of the ACM on Management of Data , volume=

Reference 71

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no resolver link, observed 2026-08-02T07:20:39.150679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:20:39.150679Z digest=sha256:3cb0e01b13b71d9fa2613f286a5d0542ff67209cb00dd44d7c2ef0c4d73f1359

Pith citing papers

No inbound Pith citation observations are available.