Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering | Paper Citation Record

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This paper cites In CoT mode, this prompt also decides whether the question is already answerable from memory.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering In CoT mode, this prompt also decides whether the question is already answerable from memory

Reference 1

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This paper cites MCTS-KBQA: Monte Carlo Tree Search with Information Gain Rewards for Knowledge Base Question Answering.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering MCTS-KBQA: Monte Carlo Tree Search with Information Gain Rewards for Knowledge Base Question Answering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T23:56:26.993377Z

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 4

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 6

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Observation 1b1f3153-5c95-4dd7-ae74-b6305112d2e0 · outbound

This paper cites Oregon Trail/MECC (1971).

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Oregon Trail/MECC (1971)

Reference 7

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Keep at most 3

Reference 8

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 10

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering ## Instructions

Reference 11

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 12

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 13

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 15

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering current",

Reference 16

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 18

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Be liberal and inclusive in this initial pass

Reference 19

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 20

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This paper cites Add context for clarity but preserve original meaning.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Add context for clarity but preserve original meaning

Reference 21

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 22

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 23

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This paper cites Only use your own knowledge when context is absent or clearly incomplete, and explicitly state when doing so.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Only use your own knowledge when context is absent or clearly incomplete, and explicitly state when doing so

Reference 24

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering State any assumptions clearly

Reference 25

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 26

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering No pronouns or references to external context

Reference 27

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering If one item is completely contained in another, remove it

Reference 28

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Retrieval

Reference 29

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 30

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering If two [Retrieval] items conflict, keep both and note the conflict

Reference 31

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 32

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering System Prediction

Reference 33

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 34

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 35

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 39

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering ## Canonical Relation Direction Always use the ACTIVE form

Reference 42

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 43

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Observation 43882e36-4f0b-424a-b00c-0c471877b589 · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 44

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Applied as the LLM stage of the two-stage pruner (cross-encoder reranker followed by this LLM filter)

Reference 45

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering What is the capital of France?

Reference 46

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This paper cites Who is the spouse of the president of France?.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Who is the spouse of the president of France?

Reference 47

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

Reference 49

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Observation a7f6f522-5e2f-44cd-9201-0ea434f2efcd · outbound

This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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This paper cites an unresolved cited work.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Unresolved cited work

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Revise if not

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Observation 0de5c168-09fb-41d6-8338-247f7878ca9d · outbound

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Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering - Otherwise, verify accuracy using your knowledge

Reference 66

Resolution: malformed identifier; no resolver link, observed 2026-07-31T23:56:34.729739Z

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Observation 3b3aa24d-34b1-4ad8-9f31-d83d681eeae8 · outbound

This paper cites ## Output Format Respond with a JSON object with exactly these keys: - rating: number, float from 0.0 to 10.0 - reasoning: string.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering ## Output Format Respond with a JSON object with exactly these keys: - rating: number, float from 0.0 to 10.0 - reasoning: string

Reference 67

Resolution: malformed identifier; no resolver link, observed 2026-07-31T23:56:34.851178Z

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Observation bc4bb29b-04a4-47d9-a053-a296bcc4a384 · outbound

This paper cites Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph.

Co-Evolving Graph and Text Memory for Training-Free Multi-Hop Question Answering Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-31T23:56:26.877172Z

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