MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning | Paper Citation Record

Observation 7f1d530c-898b-4a79-9913-2668eaabd84b · outbound

This paper cites GPT-4 Technical Report.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:27.562345Z

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Observation 8b1db323-c260-4b69-addd-133ac5edd5a5 · outbound

This paper cites Iot-llm: Enhancing real-world iot task reasoning with large language models.arXiv preprint arXiv:2410.02429, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Iot-llm: Enhancing real-world iot task reasoning with large language models.arXiv preprint arXiv:2410.02429, 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:27.620089Z

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Observation f31a8e45-d901-47fb-a606-26a022cc470a · outbound

This paper cites DeepCoder: Learning to Write Programs.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning DeepCoder: Learning to Write Programs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:27.701109Z

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Observation d4647b7a-dcf6-4c32-aa50-581f4691b83c · outbound

This paper cites How well can large language models reflect? a human evaluation of llm-generated reflections for motivational interviewing dialogues.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning How well can large language models reflect? a human evaluation of llm-generated reflections for motivational interviewing dialogues

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:40.575803Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fde9d6d-98ba-4b1e-81be-949c7ae77f82 · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Graph of thoughts: Solving elaborate problems with large language models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:27.890565Z

Source-reported events for the cited work

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Observation 5f02c572-20bd-4e4b-a2a2-d8f65057db9a · outbound

This paper cites Demystifying chains, trees, and graphs of thoughts.arXiv preprint arXiv:2401.14295, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Demystifying chains, trees, and graphs of thoughts.arXiv preprint arXiv:2401.14295, 2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:27.974110Z

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Observation 3cd8eca1-6f16-40de-8924-1cde0459efd7 · outbound

This paper cites Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.072575Z

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Observation 83899f86-7c60-43ab-8a25-5c996eddccd0 · outbound

This paper cites Reflective multi-agent collaboration based on large language models.Advances in Neural Information Processing Systems, 37:138595–138631, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Reflective multi-agent collaboration based on large language models.Advances in Neural Information Processing Systems, 37:138595–138631, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.202638Z

Source-reported events for the cited work

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Observation 5b179e44-5a1f-489e-936b-e3474fa30ed9 · outbound

This paper cites Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:49:36.716286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73c7a981-8762-408f-b495-6468474bb5cb · outbound

This paper cites A Survey on Evaluating Large Language Models in Code Generation Tasks.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning A Survey on Evaluating Large Language Models in Code Generation Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.357077Z

Source-reported events for the cited work

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Observation d8ddd9ff-dc11-4abe-b2d5-5758225fe5bf · outbound

This paper cites Llm contextbridge: A hybrid approach for intent and dialogue understanding in ivsr.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Llm contextbridge: A hybrid approach for intent and dialogue understanding in ivsr

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:40.413135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 699eba11-c4ff-4827-8e1a-a3803c2c1a1a · outbound

This paper cites Robustfill: Neural program learning under noisy i/o.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Robustfill: Neural program learning under noisy i/o

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.536611Z

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Observation 060fe74e-9807-4d8b-a425-b0ce43e41953 · outbound

This paper cites An Interactive Query Generation Assistant using LLM-based Prompt Modification and User Feedback.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning An Interactive Query Generation Assistant using LLM-based Prompt Modification and User Feedback

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:49:36.499435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4e7169c-3d25-432a-8431-d7534ce344cd · outbound

This paper cites Dynamic Parallel Tree Search for Efficient LLM Reasoning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Dynamic Parallel Tree Search for Efficient LLM Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.703076Z

Source-reported events for the cited work

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Observation e2535f2d-b3ec-471f-aa24-355e05588a86 · outbound

This paper cites Evaluating large language models in class-level code generation.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Evaluating large language models in class-level code generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.777730Z

Source-reported events for the cited work

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Observation 0eca58ae-7fd6-4182-a1f0-b19b4e7d00f5 · outbound

This paper cites Llm-based test-driven interactive code generation: User study and empirical evaluation.IEEE Transactions on Software Engineering, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Llm-based test-driven interactive code generation: User study and empirical evaluation.IEEE Transactions on Software Engineering, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:40.248475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e0bbabf-95f4-40be-94cf-d60aaac9126c · outbound

This paper cites Towards LLM-driven Dialogue State Tracking.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Towards LLM-driven Dialogue State Tracking

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:28.987598Z

Source-reported events for the cited work

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Observation 23dc1dcf-6339-49c8-80e6-ad0c14e8d7d6 · outbound

This paper cites Interpretable Contrastive Monte Carlo Tree Search Reasoning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Interpretable Contrastive Monte Carlo Tree Search Reasoning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.089662Z

Source-reported events for the cited work

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Observation 9d97fb39-04cc-4b91-a0bb-27944d6e66e5 · outbound

This paper cites Clipsyntel: clip and llm synergy for multimodal question summarization in healthcare.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Clipsyntel: clip and llm synergy for multimodal question summarization in healthcare

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:39.889734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fcf82068-a727-4627-8d91-66db712cb0ca · outbound

This paper cites CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.256340Z

Source-reported events for the cited work

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Observation 02fd1aac-e570-4d76-9876-8c25542c72d6 · outbound

This paper cites Llm-based code generation method for golang compiler testing.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Llm-based code generation method for golang compiler testing

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:39.630714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b643b6ca-609c-4457-bf6b-64412924c4ab · outbound

This paper cites Longcoder: A long-range pre-trained language model for code completion.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Longcoder: A long-range pre-trained language model for code completion

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.430339Z

Source-reported events for the cited work

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Observation 545eebb3-4344-4cd5-9d81-13021aff6b61 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.529665Z

Source-reported events for the cited work

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Observation 8a9512b1-310f-4d46-bda0-c5af595110da · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Reasoning with Language Model is Planning with World Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.615441Z

Source-reported events for the cited work

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Observation ac034073-5835-4ba7-b699-322fb7e0afe5 · outbound

This paper cites Thought graph: Generating thought process for biological reasoning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Thought graph: Generating thought process for biological reasoning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:39.481614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6067019-fc54-4621-90d6-61de271abaee · outbound

This paper cites Unlocking the potential of user feedback: Leveraging large language model as user simulators to enhance dialogue system.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Unlocking the potential of user feedback: Leveraging large language model as user simulators to enhance dialogue system

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.740156Z

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Observation e1033767-8bb5-47c1-b152-b64950f351e7 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Large Language Models Cannot Self-Correct Reasoning Yet

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.835793Z

Source-reported events for the cited work

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Observation 0bfa0267-86bb-4f49-b2f8-c5d93c1405d7 · outbound

This paper cites Knowledge-aware code generation with large language models.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Knowledge-aware code generation with large language models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:29.941492Z

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Observation 6a2aff85-ca80-4b98-aa9d-927a1afb6fd5 · outbound

This paper cites Language models for code completion: A practical evaluation.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Language models for code completion: A practical evaluation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:39.192865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d361494-9158-4916-8683-e5fc370185a2 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.101873Z

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Observation 35c3eec1-c2ad-4667-a72f-5730fd634530 · outbound

This paper cites Cotran: An llm-based code translator using reinforcement learning with feedback from compiler and symbolic execution.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Cotran: An llm-based code translator using reinforcement learning with feedback from compiler and symbolic execution

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:38.923111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1324abd1-c52f-4a43-99d9-94bbbe5e5176 · outbound

This paper cites Towards Mitigating Hallucination in Large Language Models via Self-Reflection.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Towards Mitigating Hallucination in Large Language Models via Self-Reflection

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.358595Z

Source-reported events for the cited work

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Observation fc970d5e-ce7e-4613-8ac7-9e5132a687c8 · outbound

This paper cites Self-planning code generation with large language models.ACM Transactions on Software Engineering and Methodology, 33(7):1–30, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Self-planning code generation with large language models.ACM Transactions on Software Engineering and Methodology, 33(7):1–30, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.494749Z

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Observation 057d8f3a-bba6-4b2e-8789-d56c425f5fdd · outbound

This paper cites Playgrounds for abstraction and reasoning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Playgrounds for abstraction and reasoning

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:38.681982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5abae16-827d-49ac-a38d-b1fc2330dffb · outbound

This paper cites Training Language Models to Self-Correct via Reinforcement Learning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Training Language Models to Self-Correct via Reinforcement Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:30.736996Z

Source-reported events for the cited work

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Observation 6c5217a7-3072-4a90-8a2d-a5c454f3d814 · outbound

This paper cites Supporting self- reflection at scale with large language models: Insights from randomized field experiments in classrooms.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Supporting self- reflection at scale with large language models: Insights from randomized field experiments in classrooms

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:38.495046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f4ded18-1345-48f0-99d2-3ef83c081391 · outbound

This paper cites A Survey On Enhancing Reinforcement Learning in Complex Environments: Insights from Human and LLM Feedback.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning A Survey On Enhancing Reinforcement Learning in Complex Environments: Insights from Human and LLM Feedback

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.040589Z

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Observation 264dbc73-cbd8-4a97-ba05-392873228c33 · outbound

This paper cites Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.146269Z

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Observation 102ae981-0c75-4ea0-9ede-3243b8d7d899 · outbound

This paper cites Chain of Code: Reasoning with a Language Model-Augmented Code Emulator.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.264508Z

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Observation 2831664e-4db9-49c5-b5da-4635ee7bfd25 · outbound

This paper cites Large language model-aware in-context learning for code generation.ACM Transactions on Software Engineering and Methodology, 2023.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Large language model-aware in-context learning for code generation.ACM Transactions on Software Engineering and Methodology, 2023

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:38.348211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a673ab6-38a1-498a-8ad8-b8433705f1e7 · outbound

This paper cites Dora: Dynamic optimization prompt for continuous reflection of llm-based agent.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Dora: Dynamic optimization prompt for continuous reflection of llm-based agent

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:38.216581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07239cd8-8672-4c77-a02e-3fef89debc79 · outbound

This paper cites Selective reflection-tuning: Student-selected data recycling for llm instruction-tuning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Selective reflection-tuning: Student-selected data recycling for llm instruction-tuning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:31.748832Z

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Observation 082470fa-af4a-4b7c-ae26-292bddd6b6d6 · outbound

This paper cites Enhancing chain-of-thought reasoning in large language models through text style diversity and prompt fusion.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Enhancing chain-of-thought reasoning in large language models through text style diversity and prompt fusion

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:38.086050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0f44194-2b8b-48d1-b95d-c2a401ffd660 · outbound

This paper cites Cctest: Testing and repairing code completion systems.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Cctest: Testing and repairing code completion systems

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.938576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 969b8d60-d553-4e04-92d8-a77e8211e938 · outbound

This paper cites DeepSeek-V3 Technical Report.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning DeepSeek-V3 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:32.255593Z

Source-reported events for the cited work

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Observation f065950d-41b0-4679-9fcd-c40b63686721 · outbound

This paper cites Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.812775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b2a27a3e-82aa-4027-b30a-bd05f6b2a9eb · outbound

This paper cites Integration of llms and the physical world: Research and application.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Integration of llms and the physical world: Research and application

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.689525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4c2fca8-0a26-4b97-9127-30847689c2af · outbound

This paper cites LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:32.795731Z

Source-reported events for the cited work

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Observation 698dc568-4009-46bb-a2c6-16e78a7f96e9 · outbound

This paper cites Enhancing reasoning capabilities of llms via principled synthetic logic corpus.Advances in Neural Information Processing Systems, 37:73572–73604, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Enhancing reasoning capabilities of llms via principled synthetic logic corpus.Advances in Neural Information Processing Systems, 37:73572–73604, 2024

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.001164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c654b9fd-cbaa-49e8-ae90-835b79f51d11 · outbound

This paper cites ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.129544Z

Source-reported events for the cited work

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Observation 16e92cc0-a3fb-4b4c-98ed-8a555ecf90bb · outbound

This paper cites Adaptive Graph of Thoughts: Test-Time Adaptive Reasoning Unifying Chain, Tree, and Graph Structures.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Adaptive Graph of Thoughts: Test-Time Adaptive Reasoning Unifying Chain, Tree, and Graph Structures

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.241913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5f53dd-4224-4a3e-9283-b317a0e9b682 · outbound

This paper cites LLMs can learn self-restraint through iterative self-reflection.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning LLMs can learn self-restraint through iterative self-reflection

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:49:36.221125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 608c7fcd-855a-4d83-aa61-240ace93f3fa · outbound

This paper cites Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.389096Z

Source-reported events for the cited work

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Observation b2a78e1a-cb5a-4bea-ad86-bfea69ff2d96 · outbound

This paper cites A tree-of-thoughts to broaden multi-step reasoning across languages.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning A tree-of-thoughts to broaden multi-step reasoning across languages

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.532366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0042ae70-87c4-4f30-a5fe-1a1ec63f1229 · outbound

This paper cites Collaborative Quest Completion with LLM-driven Non-Player Characters in Minecraft.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Collaborative Quest Completion with LLM-driven Non-Player Characters in Minecraft

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.591408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dfa7f4c-29f5-456b-8781-be48838f897b · outbound

This paper cites Self-Reflection in LLM Agents: Effects on Problem-Solving Performance.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.715435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1768a570-af9a-4c4d-9840-0b8aa0415e41 · outbound

This paper cites PhD thesis, Massachusetts Institute of Technology, 2020.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning PhD thesis, Massachusetts Institute of Technology, 2020

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.781838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8877ce1f-ff5b-4152-aae0-61c698e83fb1 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.847818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d663f43-fa8a-4f65-98c1-284b0cf26c97 · outbound

This paper cites Learning to Summarize from LLM-generated Feedback.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Learning to Summarize from LLM-generated Feedback

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:33.950410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5862f00-b620-404b-b069-4078f9cfc14a · outbound

This paper cites DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:49:36.004160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 01c21ea6-7a9a-4185-977f-c3c8fa390380 · outbound

This paper cites DebugBench: Evaluating Debugging Capability of Large Language Models.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning DebugBench: Evaluating Debugging Capability of Large Language Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.165662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b2fd661-cb37-43a1-acd6-00f54d74b6a1 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning LLaMA: Open and Efficient Foundation Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.273992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9824dbd5-d1ba-462a-a060-25cdfbc07ca6 · outbound

This paper cites Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.480037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057437c3-648c-49ae-ae05-acd084c7d1a2 · outbound

This paper cites LLM-Empowered State Representation for Reinforcement Learning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning LLM-Empowered State Representation for Reinforcement Learning

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.579442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9907e356-e0ea-45e9-9e39-a81b4b91975f · outbound

This paper cites Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.648272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b35b281-2477-4496-9d43-88b1b60f64fc · outbound

This paper cites Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.744077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4c2ac8-faa8-45bc-b89c-7cf00ff10e65 · outbound

This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.817399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b230e7-b3de-40b5-bcd0-e53b4dc01908 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Chain-of-thought prompting elicits reasoning in large language models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:34.902579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11fa3152-5ce9-4ec2-9a6f-9b303525475e · outbound

This paper cites MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.005797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a83c4496-02aa-443f-b028-1cc28b28a1bf · outbound

This paper cites Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.065728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d3e7c0-c174-45d0-8568-b5f9132b9f93 · outbound

This paper cites Jamplate: exploring llm-enhanced templates for idea reflection.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Jamplate: exploring llm-enhanced templates for idea reflection

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.337295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5ba1cb2-1dc2-4448-a513-8d9f8d993208 · outbound

This paper cites SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.225409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf17ded-4b9d-4fbb-b1cb-6280c1ad8920 · outbound

This paper cites Qwen2.5 Technical Report.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Qwen2.5 Technical Report

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.307811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d892c07-6236-4352-9374-c1ed21ca63a7 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.Ad- vances in neural information processing systems, 36:11809–11822, 2023.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Tree of thoughts: Deliberate problem solving with large language models.Ad- vances in neural information processing systems, 36:11809–11822, 2023

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.366532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 051e4b9e-ed8b-4c10-a9d7-7a5bebe4950f · outbound

This paper cites Rest-mcts*: Llm self-training via process reward guided tree search.Advances in Neural Information Processing Systems, 37:64735–64772, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Rest-mcts*: Llm self-training via process reward guided tree search.Advances in Neural Information Processing Systems, 37:64735–64772, 2024

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.435869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4bf0cb-1564-42ef-9d45-b75021261a4c · outbound

This paper cites Chain of preference optimization: Improving chain-of-thought reasoning in llms.Advances in Neural Information Processing Systems, 37:333–356, 2024.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Chain of preference optimization: Improving chain-of-thought reasoning in llms.Advances in Neural Information Processing Systems, 37:333–356, 2024

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.505429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f603f27-c921-4b73-ad45-fbee0fa36519 · outbound

This paper cites Evaluating large language models through role-guide and self-reflection: A comparative study.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Evaluating large language models through role-guide and self-reflection: A comparative study

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.171564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 705c7f47-c650-4da2-bafa-e2200ee27ed8 · outbound

This paper cites Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.608895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 170ad275-e312-46ce-967a-d02a92e631ae · outbound

This paper cites Can llm replace stack overflow? a study on robustness and reliability of large language model code generation.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Can llm replace stack overflow? a study on robustness and reliability of large language model code generation

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:49:37.038751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6439f9ff-47aa-407f-b472-50c46a5dbb26 · outbound

This paper cites Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step.

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.726058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Reference resolution

Outbound references

Pith citing papers