CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring | Paper Citation Record

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring online" 'onlinestring :=

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring write newline

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 6

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This paper cites Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring

Reference 7

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 8

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 9

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 10

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 11

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Observation 48eafba0-689d-44b6-a352-d9810ad2d040 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 13

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 14

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This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 15

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 16

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 17

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This paper cites Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey

Reference 18

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:46.244181Z

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Observation b0dd60f4-d0ee-4572-8be7-58de6dd3834f · outbound

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring The Llama 3 Herd of Models

Reference 20

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 21

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Observation 0665a54e-7313-4f0f-9fbe-da9f5b677bee · outbound

This paper cites MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 22

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Observation 7e0b0147-66de-4be1-a92c-4e1a042744c9 · outbound

This paper cites MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models

Reference 23

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model

Reference 24

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models

Reference 25

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring GPT-4o System Card

Reference 26

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Reference 27

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This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 28

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Scaling Laws for Neural Language Models

Reference 30

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 31

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Are Large Language Models Good Essay Graders?

Reference 32

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Bringing Generative AI to Adaptive Learning in Education

Reference 36

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Observation 0eb9c3d8-6020-47e3-a0dc-355ace36c6f5 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Observation c3a1e8da-c55a-4195-bdff-ee4fb33785d2 · outbound

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

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Observation c936cb05-3b9a-4065-8699-1f4ed0cd461d · outbound

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring DeepSeek-VL: Towards Real-World Vision-Language Understanding

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Can Large Language Models Automatically Score Proficiency of Written Essays?

Reference 47

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:44.232078Z

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Observation 9e8708be-b5b1-4034-bfd1-6d523f195d81 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:44.082127Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a3f0d2c-b5f3-4368-97dd-2501abd6beeb · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Observation d91e7254-8c44-41d0-af17-29e14ea8718c · outbound

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CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01bbe225-b03b-4f50-9d42-c840cf1e5487 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:43.746650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46b5d323-0ee4-4ba2-a9a5-20f370b26be9 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:43.565062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d37c7531-6388-4f1c-8496-4817f5b9f957 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:43.386248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3158edc4-6f01-4be8-b8a0-95bc99b2bc15 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:43.180541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd4a6b79-9629-43fa-9a11-cd0c30381065 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:42.955934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dcc40eb3-6257-483f-9fdc-9b38b710187d · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:42.769888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3d33059-857c-494c-a8f1-e9ef836972f5 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:42.587847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1930deed-e59e-42ea-b208-b90b3f6234ce · outbound

This paper cites an unresolved cited work.

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Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:42.407319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6c0e1d6-dc4e-480e-8d03-632f5f381777 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:42.213543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3943095f-48b1-4ac5-998b-80969f43dabb · outbound

This paper cites A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:36.704050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16657e2f-e8ee-4bed-99d1-b622bafbd564 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:42.026858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51739b88-98f5-4760-bd1c-8ce2e352562f · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:36.899320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a895f43-ae06-4696-aad7-21cc91e0a32f · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.042602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea08a39c-7554-4e6b-b149-3a629884f96f · outbound

This paper cites Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.158071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea8b96f-74df-4929-8bf5-3b114b273aee · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.224422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d22e6f5a-e693-42b1-816f-0fd4ed49ae66 · outbound

This paper cites Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:42:39.858743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ea3db35-cac7-46a4-a55d-59ea4a2d0b82 · outbound

This paper cites Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.406948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0afed0c3-8a50-4d2b-8f75-91f15318518a · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:41.876932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01f34a3c-1f8a-41da-8706-43ce1398706a · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.599518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ca2948-0a06-4aa2-a7c7-f3df5c4d17da · outbound

This paper cites A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.737664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 485367d5-0e3b-41e8-af3e-5c3530cf70f2 · outbound

This paper cites ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.844699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15bc6ddc-3f87-4bf1-b723-3259a5ceaaf5 · outbound

This paper cites Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:37.927506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940b8c61-c408-45bc-b4b5-945951aae648 · outbound

This paper cites MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.027863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b17e2bd-e9a5-422c-9c95-69348ea6abcc · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:41.674039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0e43ca5f-6d98-4742-ae98-56abc53e4bca · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:41.382169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78f89f75-18fd-4686-8f0f-92b88974085c · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:41.184690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 77854ba3-a511-4726-b106-c096ac61dc6e · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:40.970387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b2f9b746-6f54-4ba9-a43d-60f9ac8feade · outbound

This paper cites Position: LLMs Can be Good Tutors in English Education.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Position: LLMs Can be Good Tutors in English Education

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.535143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec24915a-fdbe-4e12-acfb-70f662f7bd10 · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Yi: Open Foundation Models by 01.AI

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.659249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d882a9b-e2ac-4efb-b2ea-40425c450349 · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:40.759398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 911a669a-d33a-4d88-9361-ade5257cd7fd · outbound

This paper cites TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.828829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e125126f-aaf3-4f82-9bb2-ba0ce42cccf9 · outbound

This paper cites EvoFlow: Evolving Diverse Agentic Workflows On The Fly.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring EvoFlow: Evolving Diverse Agentic Workflows On The Fly

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.935948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebf7fc13-f459-45e5-80c9-66def299cc6f · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:38.993486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d44be7-2878-4721-9f38-6d0db76ef688 · outbound

This paper cites G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:39.085570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 039303be-362f-43c2-a3dd-a7334c2e3ae0 · outbound

This paper cites Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:39.211105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05eb66c5-f76f-48d5-8ef2-64654d802620 · outbound

This paper cites Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:39.299002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a537cd69-cf87-4acc-8441-ab75d0bae014 · outbound

This paper cites Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:39.388658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf51fec-e27b-471e-a0d2-a7a72e229b0d · outbound

This paper cites an unresolved cited work.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:42:40.535408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers