Paper Citation Record · LEDGER

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering

As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2506.00491.

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

pith.paper-citation-record.v1
2506.00491 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:09:38.170248Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact1
verified fuzzy1
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad0f9c53-7a4d-4b31-9a3e-0dc9af300ace · outbound

This paper cites GPT-4 Technical Report.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:33.606653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ad6da2d-689c-4c52-8107-e5ddceb553f7 · outbound

This paper cites A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:33.668069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88822a1-87f4-43be-b703-114a93e29f11 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:33.727509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99e4c184-edfb-47ab-86e9-fd99cf8e26e2 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:33.794330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a906b30c-3c82-43c2-be31-4be5aceed0c6 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:42.581504Z

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 0285ea1e-3710-489f-805c-4cf122c5ef58 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:33.907407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9f936e-54c0-4cde-bd23-d91ce32dd91c · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:42.388036Z

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 7d94f42a-81b8-4a68-ae66-67af2f437e09 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:42.148861Z

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 ab407e03-e47d-4721-bfc7-4da20c6f6dc2 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:34.213052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac1edd80-a380-4637-bf3c-8ba225760430 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:34.280548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa578bb-512a-4a37-9ac2-78fcd5b5177e · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:41.942576Z

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 da2b9cf9-356f-44d5-b00b-92e5413fb23a · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:41.664676Z

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 35f09f27-fa42-4ffb-a60d-627271c4e932 · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:34.501816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d5a556-f76a-4a93-83ba-69d6b598361d · outbound

This paper cites Atlas: Few-shot Learning with Retrieval Augmented Language Models.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Atlas: Few-shot Learning with Retrieval Augmented Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:34.603352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc587203-bc75-4369-bc67-065b972acc43 · outbound

This paper cites Mistral 7B.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Mistral 7B

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:34.705964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9fb29a2-55c1-4a8f-b34e-7e7159add04c · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:41.434383Z

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 dccd06b1-5585-4ca6-ba3c-6fa9049da1f5 · outbound

This paper cites Robertson.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Robertson

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:41.163815Z

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 5b890af2-a51d-4061-b20d-4db401e16d94 · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.009317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c9232fa-9c7a-4bc1-b4f8-6a9ced5feb03 · outbound

This paper cites SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.069260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9696f07-6214-4731-9226-b32553494780 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Adam: A Method for Stochastic Optimization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.132508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0d9925f-0d75-439b-89c5-9ed2564dcd46 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:40.921865Z

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 2ee04ea2-5581-4a95-831b-22d7bbfc8eca · outbound

This paper cites Internet-augmented language models through few-shot prompting for open-domain question answering.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Internet-augmented language models through few-shot prompting for open-domain question answering

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.352631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9217e9ff-2c35-48a9-9e5b-1f294d1d05c0 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.469198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 006041a6-e7a4-448d-b601-3fa338854f9f · outbound

This paper cites RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:09:38.414523Z

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 d23ed555-55ce-4433-80bd-570815b2aa75 · outbound

This paper cites SFR-RAG: Towards Contextually Faithful LLMs.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering SFR-RAG: Towards Contextually Faithful LLMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.661820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fae9fc7-b944-4bd4-a4d4-22f1e790a8ce · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.792476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c7fd8a9-e17d-4795-a6fd-fdabec9bf9bd · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:35.905921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e44b086-a1b9-4016-968d-a6096804f496 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:36.011626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2806c80-01e4-4466-b780-6c1bfa39519e · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:40.615029Z

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 375a710b-99cb-4935-804e-97e2c14259b2 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:36.330021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb585a8c-05b5-41ab-a1be-5eb0a2392e66 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:36.489520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e77be5f-b6ac-4b4a-82f9-731704f79907 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:40.371043Z

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 e5c1cba5-3ee5-42db-8ed5-232c5764d521 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:40.108400Z

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 9616a600-e4e8-4409-a2a2-3f4bf75cf708 · outbound

This paper cites Iteratively Prompt Pre-trained Language Models for Chain of Thought.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Iteratively Prompt Pre-trained Language Models for Chain of Thought

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:36.843396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a2743b0-9c8d-4a98-a745-94a6b9ec0188 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Improving Text Embeddings with Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:36.943901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3795d33-4adb-4aa7-8124-f125ab5957da · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:39.840513Z

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 2fcadffb-5cfd-4887-b7b0-085f9ea06d75 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:39.547651Z

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 dd67a12b-1750-4937-b99b-57e7b6b7240f · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:39.338591Z

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 c3039525-384c-4cdc-85d6-7470b4e87bc6 · outbound

This paper cites ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:37.419022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0eb155-d2fc-4b33-bb7f-cba7632e6911 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:39.084857Z

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 d2b2c915-416b-431c-ab83-2b719a1d8234 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:37.598251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21130d05-12dc-4320-950c-cd428ce1d6a2 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:37.696549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27d26d2-0bc6-4f7e-8a40-ffaca4dfea80 · outbound

This paper cites an unresolved cited work.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:38.797080Z

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 8d53e088-be99-48ac-9359-7648813ec77d · outbound

This paper cites MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:37.905603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51201182-94a6-4cc4-9099-053e3394fa91 · outbound

This paper cites online" 'onlinestring :=.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering online" 'onlinestring :=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:38.046916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de8d16fe-9ac9-455d-ac2f-4e64a17b8adf · outbound

This paper cites write newline.

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:38.170248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.