Paper Citation Record · LEDGER

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism

As of 14 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2412.05821.

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

pith.paper-citation-record.v1
2412.05821 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:23:34.842428Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

30 of 30 outbound references displayed

verified exact1
verified fuzzy1
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a171f0f9-d756-4ed5-97b9-d4b1f2ab7fa7 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.056931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4a1fb9-99ff-4f56-8c3a-e75a513260b5 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.985009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a21cd74b-db7f-41a5-abf5-286de7037106 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.806544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56c87514-cf0e-41a9-aeda-92431e604e32 · outbound

This paper cites All You May Need for VQA are Image Captions.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism All You May Need for VQA are Image Captions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.396167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d918e5d9-cb4b-4ed4-abef-7b8bd2f0f5d7 · outbound

This paper cites MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.526744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6786b901-a96e-49b1-afaa-1cbd6ae6ff21 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.712779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3686741c-4d8d-4b8e-96c8-a18855c5a943 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.564898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce319c1f-932f-48eb-a503-fbcdce68b127 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.694512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 969cac5a-0a70-40e6-a89f-5a6bf9602f1f · outbound

This paper cites Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.572697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85443b33-69e8-4ef1-9087-c0b12042afe8 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.617306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c4b3efcd-d3fe-4752-a88e-e9853aea592a · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.580895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7226bca5-618a-4eec-81da-987b93a7782f · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.533478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b340e781-a3bb-423e-831e-3b42464b6c2f · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.256706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a35c2546-ab72-49f5-be82-d974bb34102c · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.597588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376fc4fc-e669-4ce6-b552-b606c0ef3813 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.232083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4876f0b4-b791-47d4-b052-b95171da3d42 · outbound

This paper cites MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.605595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd712e34-0a3a-4268-917d-857b3a862767 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.609752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cdf01f2-4af0-459d-9a76-b53543aeaa85 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.201358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 590f781e-8f27-4b0e-82b5-525e1ab164e4 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.695188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c547688d-e181-4e20-ade9-494f9052d84f · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.769454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb5e188-dd84-4462-af65-3ea9ac3a751e · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.165519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e73ad114-ebac-4cf3-86c9-adb93639811d · outbound

This paper cites MultiModalQA: Complex Question Answering over Text, Tables and Images.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism MultiModalQA: Complex Question Answering over Text, Tables and Images

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.806615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d3c59c8-f5e7-4148-b4ee-0eb7dcce833d · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.811511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52623a0-88ab-488d-919c-11992c24ba5b · outbound

This paper cites OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.816815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d03a94a6-358e-40ca-ad7f-1ab0efc01d19 · outbound

This paper cites Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-11T20:23:34.932810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8e7be44e-640a-460c-9e22-eb732cf9d016 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.109493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b29d89f8-6f14-42ef-8611-ba2b195a1a59 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.096061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5992db5-c6cd-4be2-aa67-3d9d5e968db3 · outbound

This paper cites an unresolved cited work.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:23:35.081058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 81735a40-58e6-4244-a93b-4207c5803238 · outbound

This paper cites ST-MoE: Designing Stable and Transferable Sparse Expert Models.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism ST-MoE: Designing Stable and Transferable Sparse Expert Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T20:23:34.842428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e030a92f-667c-4bb4-8f39-1fa386cb84bc · outbound

This paper cites In The Eleventh International Conference on Learning Representations.

An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism In The Eleventh International Conference on Learning Representations

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:23:35.347264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.