Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding | Paper Citation Record

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This paper cites Alibaba Cloud Model Studio : Model list.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Alibaba Cloud Model Studio : Model list

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Claude Platform : Models overview

Reference 2

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding MT-Bench-101 : A fine-grained benchmark for evaluating large language models in multi-turn dialogues

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Doubao Seed Models : Model documentation

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding DeepSeek API Docs : Models and pricing

Reference 7

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This paper cites Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators

Reference 10

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This paper cites FairMT-Bench : Benchmarking fairness for multi-turn dialogue in conversational LLMs.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding FairMT-Bench : Benchmarking fairness for multi-turn dialogue in conversational LLMs

Reference 11

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This paper cites Gemini API : Models.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Gemini API : Models

Reference 12

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This paper cites RULER : What's the real context size of your long-context language models? In COLM, 2024.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding RULER : What's the real context size of your long-context language models? In COLM, 2024

Reference 16

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This paper cites FollowBench : A multi-level fine-grained constraints following benchmark.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding FollowBench : A multi-level fine-grained constraints following benchmark

Reference 18

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding BABILong : Testing the limits of LLMs with long context reasoning-in-a-haystack

Reference 19

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding MT-Eval : A multi-turn capabilities evaluation benchmark for large language models

Reference 20

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding LLMs get lost in multi-turn conversation

Reference 21

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Gonzalez, and Ion Stoica

Reference 23

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding WildBench : Benchmarking LLMs with challenging tasks from real users in the wild

Reference 26

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Lost in the middle: How language models use long contexts

Reference 27

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding AgentBench : Evaluating LLMs as agents

Reference 29

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Unresolved cited work

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Kimi API Platform : Model list

Reference 31

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding OpenAI Platform : Models

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Hy3 and Hy3 Preview : Model repositories

Reference 36

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding CMT-Eval : A novel chinese multi-turn dialogue evaluation dataset addressing real-world conversational challenges

Reference 37

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding MINT : Evaluating LLMs in multi-turn interaction with tools and language feedback

Reference 38

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Benchmarking complex instruction-following with multiple constraints composition

Reference 39

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding LongMemEval : Benchmarking chat assistants on long-term interactive memory

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding xAI API : Models (grok 4.5)

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Evaluating large language models at evaluating instruction following

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding IHEval : Evaluating language models on following the instruction hierarchy

Reference 44

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Judging LLM -as-a-judge with MT-Bench and chatbot arena

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Instruction-Following Evaluation for Large Language Models

Reference 47

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Unresolved cited work

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , doi=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , doi=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2026 , url=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , url=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , doi=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2025 , doi=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding and Yue, Summer and Xing, Chen , booktitle=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding ACL Short Papers , year=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding TACL , volume=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2025 , doi=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding EMNLP Findings , year=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2025 , url=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding One Battle After Another: Probing

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding ACL , year=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , doi=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Play Favorites: A Statistical Method to Measure Self-Bias in LLM-as-a-Judge

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , pages=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , pages=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2025 , pages=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , pages=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding NeurIPS , year=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2025 , url=

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Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding ICML , year=

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Reference 78

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Observation ba903d10-a02c-4f8f-94c5-b909c9858ecf · outbound

This paper cites ICLR , year=.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding ICLR , year=

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:21.565721Z

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Observation a79af1e1-4b35-4cea-8893-137854931432 · outbound

This paper cites 2024 , url=.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , url=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:21.635669Z

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Observation b2f778f6-c09c-4024-8d6c-daeaee36b10c · outbound

This paper cites 2024 , url=.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2024 , url=

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:21.790097Z

Source-reported events for the cited work

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Observation 25d9b991-0926-405b-9e14-28231ba76393 · outbound

This paper cites MemoryBank: Enhancing Large Language Models with Long-Term Memory.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding MemoryBank: Enhancing Large Language Models with Long-Term Memory

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:21.890923Z

Source-reported events for the cited work

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Observation 797a342e-00e3-498f-8edb-8c80e1f6b7c7 · outbound

This paper cites MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:21.954324Z

Source-reported events for the cited work

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Observation 8f1184d0-7747-431d-9ba4-9b1405d0be97 · outbound

This paper cites LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:22.062287Z

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Observation 6f4a9a03-ba82-4baf-8216-f299468682ce · outbound

This paper cites 2025 , url=.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding 2025 , url=

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:22.116161Z

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Outbound references

Pith citing papers