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Paper Citation Record · LEDGER

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning

As of 7 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2507.08496.

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

pith.paper-citation-record.v1
2507.08496 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:21:51.244696Z

measured 72 of 72 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

72 of 72 outbound references displayed

  • verified exact6
  • verified fuzzy2
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de51e18a-4ac3-4917-b4b3-b045032243f4 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-06T18:21:44.570259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:44.570259Z digest=sha256:3aeb69dbf996c43b16ec94a30ff98991143a2dee8ef7f9e48da2aa8e3e8ec4f9

Observation d3a60039-9acc-4159-8da6-59e85edf3eda · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 2

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raw_fallback, observed 2026-08-06T18:21:59.159967Z

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.

source=pdf_text observed=2026-08-06T18:21:44.626542Z digest=sha256:e9524ec1ae28df536b4fee66612fd7b2c5e902e7093874770b9080af124735bc

Observation 1f418d61-9696-4600-904c-87322a01166d · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:58.961744Z

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.

source=pdf_text observed=2026-08-06T18:21:44.705572Z digest=sha256:85212b8d6bad036771e693497d1ee29d4d84cc2a953f7605d91bcf7641125523

Observation d1dd50c5-13ab-40e9-acbc-63f139ccd9e3 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-06T18:21:44.812886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:44.812886Z digest=sha256:17f14a9d105b1ffbb6e5f96c13254d32de573c173f96c23671219511c094658a

Observation 9288beff-2e3d-4a6a-8c3d-6a3b1f9dd73f · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-06T18:21:44.898908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:44.898908Z digest=sha256:ad23b16e295451ea7f94a8b98bf0e666c18a46aa2f63314bd61971faadecef5d

Observation 8b4f6cab-d886-4e5f-ac84-7fdf180f776c · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 6

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no resolver link, observed 2026-08-06T18:21:44.970567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:44.970567Z digest=sha256:99a44019143d2e3ba81654402948a547f9ad39e90996c0aae68954bda6419850

Observation 55102870-4915-4560-a293-9adcb80f0ca4 · outbound

This paper cites NVLM: Open Frontier-Class Multimodal LLMs.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning NVLM: Open Frontier-Class Multimodal LLMs

Reference 7

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no resolver link, observed 2026-08-06T18:21:45.055037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:45.055037Z digest=sha256:75d44814a47a01ac58977f367c9badb74adba499d0f332bd08b0e99d7f8a8363

Observation 7da83e3c-6af5-458e-a354-bc6d3a6371f6 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 8

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unresolved
no resolver link, observed 2026-08-06T18:21:45.121350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:45.121350Z digest=sha256:d86d2526e98885a27860f7cf1d4889d79dd21f3910020bd0bdb9b978c0c5028f

Observation 40f891bc-5672-4141-8b49-d50202128df4 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:58.751228Z

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.

source=pdf_text observed=2026-08-06T18:21:45.190264Z digest=sha256:7b628e93c621393d26e9e49e20995d8b154b440266f5438c70d85779b488c0d4

Observation 25cf6fd1-3e91-4458-abf6-d3a22240f617 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:58.425038Z

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.

source=pdf_text observed=2026-08-06T18:21:45.355704Z digest=sha256:7fbf7aef4f20c24a362c819b7f6d7ba9f873e4c67db1317a263915c412eef137

Observation ea1b7ae1-d044-454e-9ed2-6dd803815844 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:58.185367Z

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.

source=pdf_text observed=2026-08-06T18:21:45.419467Z digest=sha256:9ea72057e27571657363c925a5cb942fadb3feb999b69eafe6fd56db026ae812

Observation 67dd072d-4e1d-4e4f-924f-40258e245af0 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.985784Z

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.

source=pdf_text observed=2026-08-06T18:21:45.510100Z digest=sha256:f4b92c94fe836744c97cca87ed214fc48a4077394a068371f819ea8f33b0d411

Observation a2d50294-f87c-47b3-bbc6-cf5ed050d434 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.826628Z

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.

source=pdf_text observed=2026-08-06T18:21:45.622330Z digest=sha256:2192379469cc4337cf1f61df6785312e28a9512adb4242cffdd0e5b8d218f26e

Observation b35522e2-fd7f-4c4b-92aa-12951d693385 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.771568Z

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.

source=pdf_text observed=2026-08-06T18:21:45.775243Z digest=sha256:6c3bccfeed8ed335856572aa49566a276b69e80e412263f39209b053d8a2bbb2

Observation 312ca3f7-0776-4652-927a-2709e8e400a5 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.663552Z

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.

source=pdf_text observed=2026-08-06T18:21:45.851468Z digest=sha256:4a7082bf816b940a373727af4f57837ce99e121b0feca1f8ec6cd4ad01e8459f

Observation 4d986e8d-8962-410c-a1e7-fba22849afac · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:46.036257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:46.036257Z digest=sha256:545d783a4b2b1bc6680e027c696cb50f8e794b8fd6523a15a596eab65024b644

Observation 83edfb12-579f-4ddd-88d0-ca6c4ce8fc09 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2023), 79081–79094.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Advances in Neural Information Processing Systems 36 (2023), 79081–79094

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:21:57.580794Z

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.

source=pdf_text observed=2026-08-06T18:21:45.929141Z digest=sha256:009774c0fd1cec5deafbf8a0597ec5effcc4d3f7195c2e03d603cdd28ef40f89

Observation d0297501-576c-4a55-a56f-bc833b517f97 · outbound

This paper cites Counterfactual Planning in AGI Systems.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Counterfactual Planning in AGI Systems

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:21:52.762518Z

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.

source=pdf_text observed=2026-08-06T18:21:46.204560Z digest=sha256:53f6c9900a8f04b6f9e4f08bd400d8b54fb83b4bb698e364579dcfa852b46076

Observation e940cd0f-f53b-48dd-a6d8-1d92c029d8c9 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.451996Z

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.

source=pdf_text observed=2026-08-06T18:21:46.148386Z digest=sha256:960a379354e8340ac4d1736c16b936fdc2bdca49f9d083cd9779eddb11ecaa5a

Observation 8f4f3677-ad05-42a1-8f06-a4be3430292a · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.333877Z

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.

source=pdf_text observed=2026-08-06T18:21:46.451657Z digest=sha256:1fe8c361032227f6b7b2d25872fcb0c6d90f4762097324e680b1ece25d95899a

Observation f20074c7-b984-4847-b974-746f5a7e85e0 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:46.302352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:46.302352Z digest=sha256:dcfd10e620142987c6927a557cda97c48f1a02e1ab96ecdb401985a6f4c7b762

Observation 47d31e5c-7e2e-47d6-b623-71397a896084 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning LLaVA-OneVision: Easy Visual Task Transfer

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:46.733044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:46.733044Z digest=sha256:348d41e08012a29f2405efb006b8b9e12e5aa6d3319f9a4fac2065751a849c37

Observation 42d5a748-a7af-4678-be46-52e92a024a12 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:46.601214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:46.601214Z digest=sha256:8237e2e629f6180ff09716b3350f0e076dadab6fd237af67583b4693e107a884

Observation 4538fcbd-2ec2-4ba8-94e9-b6a0e76935b6 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:46.949417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:46.949417Z digest=sha256:cfa23fd9bcf97d8e0625efcee10e82351ea053f0c435387bc7c97c785e95ec20

Observation 3127d0da-76df-48bf-8f75-9da24455b3d3 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.261240Z

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.

source=pdf_text observed=2026-08-06T18:21:46.828028Z digest=sha256:e83d64c65285bd585c60473c5ddbee0e78e5c52d9f30ecc7e1dfe07d7ea6ff23

Observation a0a2da3e-07ac-4e11-b916-af72f7b19b3c · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.168596Z

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.

source=pdf_text observed=2026-08-06T18:21:47.116830Z digest=sha256:8b879db29aeedc373ee4fb0155113cd5a0f52d9c4b97ff5137f264c9049edab9

Observation e25e0201-3283-4438-9f8e-5f5121cef561 · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 27

Resolution
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no resolver link, observed 2026-08-06T18:21:47.045449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:47.045449Z digest=sha256:87d973cf6a016ce283c8863fe078dff1781ff7e9cdcd58da7d4e91a9fe2ecfd6

Observation 50f8a404-a11d-4ed2-8c3d-a0ad1c2812ec · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:47.284989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:47.284989Z digest=sha256:37f3ba27df5e2c87c5616d83859ab9dc6305bbb2679b0acc1bdbedc7f1773b2f

Observation 768446ef-3ed2-4d7e-9d0c-19b60dcc2fbd · outbound

This paper cites SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:47.197177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:47.197177Z digest=sha256:a619fea0f790ed88ff780de48c38ad692ebe0c9e4f278af52a46fbb9d0eaec00

Observation 255dc6f9-6f10-4c13-acb6-2b97f65a8b23 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:47.469042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:47.469042Z digest=sha256:ea27769df28d379ff2b2ea1126431fcacd34eec4ba4d7b3094e8987ac43c0160

Observation 178569e0-a431-4cfa-912b-a902ac1d7649 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:57.058628Z

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.

source=pdf_text observed=2026-08-06T18:21:47.394798Z digest=sha256:b59404654b7a1147f255dca239d0f46ec526b33892d8ffe18d5780c6ec604879

Observation 3b0436a6-5740-4776-8d01-81b4ff07d57f · outbound

This paper cites STRUX: An LLM for Decision-Making with Structured Explanations.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning STRUX: An LLM for Decision-Making with Structured Explanations

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:21:52.513904Z

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.

source=pdf_text observed=2026-08-06T18:21:47.634914Z digest=sha256:15f27d20972db9a39d2ac43bc393327564cd24e1b65d93adcf707b7ad2705848

Observation f636e258-24da-4249-bf27-abc01c587ea6 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.915471Z

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.

source=pdf_text observed=2026-08-06T18:21:47.550941Z digest=sha256:366bb39fae2035fbf3b5a5cb1f3aa4bce0f2a58e3d81cc9872ecbb9b72055a63

Observation 382d78d9-c7aa-49df-baa3-9797b2cf1ffb · outbound

This paper cites Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:47.820050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:47.820050Z digest=sha256:278eaaa0cc97ba8fba41ab0d908b6b3e040bfeca8b30892f9e1fe6cfe8564495

Observation 381d6a6b-ef6f-4752-9839-5cb1e98f4cf1 · outbound

This paper cites Multimodal Procedural Planning via Dual Text-Image Prompting.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Multimodal Procedural Planning via Dual Text-Image Prompting

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:47.730503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:47.730503Z digest=sha256:ccd39b3b84acaec4625081bd1b497197c83c1e031307c1e9741f9520fd897c29

Observation 2b9446f8-4cdf-4d22-bfb3-39c3394bd966 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.741272Z

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.

source=pdf_text observed=2026-08-06T18:21:47.972327Z digest=sha256:e62598f4cc99351322d3b165d495ffbf6496326710a5f1c0086d22c1e3efdfee

Observation ae7049a4-0ffb-4ff8-89b6-671b094941cb · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.823219Z

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.

source=pdf_text observed=2026-08-06T18:21:47.909243Z digest=sha256:860a27a18c947b8524e4ea9cb461e6c8cd42c52b8020b27cd1e7fc7c7f5231a9

Observation c81a00d7-54e0-4dfe-bd29-e0018b8af0b2 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning SAM 2: Segment Anything in Images and Videos

Reference 38

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unresolved
no resolver link, observed 2026-08-06T18:21:48.130614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:48.130614Z digest=sha256:40b8614c97c18608512ad18f0cac552493b1687bd1a0f8bbc72a53ae216d17f2

Observation 79fb74c5-9b67-477f-954a-6fe79b7b4987 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.633666Z

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.

source=pdf_text observed=2026-08-06T18:21:48.029177Z digest=sha256:5a1d8ea2ebcb39c23978657ce78ea5e3e925b4942b4bdd1beb9385884ed85ce3

Observation c7c1d50d-27bb-47d0-b34c-3eb5eec05941 · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:48.303361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:48.303361Z digest=sha256:e59bcb291c72710ef41b0261c8a446d62ab79663c8f4a47b6986dfae632fa72c

Observation 448d2f21-6508-4fab-beb8-07749773831c · outbound

This paper cites Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:48.217230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:48.217230Z digest=sha256:c7fa86da8c60d7c90307efde8ce53d219e366f56506b8613e90849b5e8b1d1de

Observation f91df066-fb23-416f-80c7-7d6acc8eab16 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.541918Z

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.

source=pdf_text observed=2026-08-06T18:21:48.461774Z digest=sha256:a5997e71373758c508c2a95526e5096cffa7f0253f78aaad2e39dac82c868410

Observation e44564d2-74e2-4c89-95df-10e4106c651a · outbound

This paper cites FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:21:52.259006Z

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.

source=pdf_text observed=2026-08-06T18:21:48.407968Z digest=sha256:e3842f6f82e3d92da593927f5fe921b80cf5e4738a13039722bdb096f0a42f84

Observation 47629d3a-09a2-42bd-a089-217e4766fa49 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.253166Z

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.

source=pdf_text observed=2026-08-06T18:21:48.635053Z digest=sha256:509deb80fad526e0b1e6eedebc2d0241782c0e8402b8634337879c612ea4a8f7

Observation 960cce1a-f8dc-4ab0-97e4-5e297f4d71fd · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.409140Z

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.

source=pdf_text observed=2026-08-06T18:21:48.538941Z digest=sha256:b35e70595fb1bed389c1dee50edaebefa9f38c81989e3238fa4b55a7cd6f6fc7

Observation 2880b169-72af-4688-9d65-b89db8b0448a · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:55.897345Z

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.

source=pdf_text observed=2026-08-06T18:21:48.790985Z digest=sha256:cbbe1d5a24f5a8df32cecb194a6a46168e20641cfbe29739e87bffb5916e8d62

Observation 2e03fc59-f774-418d-adb2-511a521d5dc6 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:56.088891Z

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.

source=pdf_text observed=2026-08-06T18:21:48.692673Z digest=sha256:85d9c709c863284acc4f615d3b11375a9b7112dc034872e4ec7ff53df34779ad

Observation 15f1b08c-cfdb-41f7-aa7b-a9d2ab420388 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:55.738252Z

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.

source=pdf_text observed=2026-08-06T18:21:48.978102Z digest=sha256:5d7ae1248e23358157d332b803b90decde65fa7935ec2a246668b3332979b9af

Observation d244ec0f-50a4-45b1-8273-29df7bdc7a30 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:48.881030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:48.881030Z digest=sha256:47679c77cdd351c7a21926c1d1b48bddd47f9f2d30e1840bcbdc67ba545247e5

Observation 16015d9b-6303-4576-b813-2f6613b30d82 · outbound

This paper cites ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:21:52.068349Z

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.

source=pdf_text observed=2026-08-06T18:21:49.202777Z digest=sha256:f5204c555639ad71a568eab68b9f0fe02cfd65ae1bb513fd753eed6e02879186

Observation 5708d831-5d80-48f4-be54-22e78eb60cdf · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:55.585682Z

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.

source=pdf_text observed=2026-08-06T18:21:49.091212Z digest=sha256:bc76e0d4aa4c152604d940cf9a0b88665b02cf908e77219a8bc296ab00c6f200

Observation 042b9872-1e5b-478e-a056-683d8f24b51a · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:49.401390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:49.401390Z digest=sha256:f83026c8a8fc740da118b9a3131414b9246cbc8e5c162f9f856e8f7b998fba15

Observation 10aded97-1fa7-4530-b7d3-be0d6110d617 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Gemini: A Family of Highly Capable Multimodal Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:49.285266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:49.285266Z digest=sha256:27e80b139b82c37a695cea94db0e5f4a21af9d1949e1d1843e90e4038dd0ca4d

Observation a3738f7c-9caa-4790-a277-b8df595ff2c7 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:49.626937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:49.626937Z digest=sha256:d74e33dcb56844083ef5e0519d3d2b7bbe830eb49df5823a1c0c613a670d4928

Observation d19622c4-52c5-4e47-a46f-90c9700d1814 · outbound

This paper cites E2CL: Exploration-based Error Correction Learning for Embodied Agents.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning E2CL: Exploration-based Error Correction Learning for Embodied Agents

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:49.504791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:49.504791Z digest=sha256:5fee2a5e10a8e198e766cb991aed846c720b8bdb5de1d145e73a2bf0b7852c0c

Observation ee959a1b-8557-4843-b50c-3f50782e9263 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:55.189047Z

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.

source=pdf_text observed=2026-08-06T18:21:49.785253Z digest=sha256:05a75b5016cb9510688c9c1a788618a5dd37a771130d6043a9f2394f66a20ceb

Observation 4f03097b-8baa-45e1-842d-fb384cbc7f57 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:55.411122Z

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.

source=pdf_text observed=2026-08-06T18:21:49.705965Z digest=sha256:ff51d39a5f9536006d1ab7b3ab86f2a90ba250c47b4c78ee5cfc2e2634a5cb51

Observation a59b773e-e5ad-47c4-999d-0009ac114356 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:49.974992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:49.974992Z digest=sha256:3086bfa3c121ff1aba02678376e30b354a14150f368b66c17c211cb514773a22

Observation 52418382-3195-49f7-9433-ef79cc2ea618 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:49.892524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:49.892524Z digest=sha256:5be222f5567c732b95807577733933bbdca534c33ab0dc7db32488f73658c538

Observation fa73e92c-6378-4804-8a69-1145a5b1c8a4 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:50.171609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:50.171609Z digest=sha256:89a138ad9b1c064cc9cb5f15b43112c296ef95262daee49ce25685ee35e03661

Observation 283b3559-40a3-4893-a2ab-0261073de399 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:54.638034Z

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.

source=pdf_text observed=2026-08-06T18:21:50.064837Z digest=sha256:9ecc2b559bb82ea5918d6a9f9360977d148d07fbf29834fee3765b50aa3d5768

Observation 4f323420-6eec-404f-9541-3ad9f404edb1 · outbound

This paper cites Learning Adaptive Lighting via Channel-Aware Guidance.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Learning Adaptive Lighting via Channel-Aware Guidance

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:50.498420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:50.498420Z digest=sha256:2b63eb1d3ec3f76087aa5ddb5c4b4146844c843a29fd229cce5887a473ed6f75

Observation 15e53f39-d6cf-4161-9149-abdeca3212b5 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:53.976808Z

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.

source=pdf_text observed=2026-08-06T18:21:50.282178Z digest=sha256:2809932b3d5601e73055ce8aa9fcc08f1629b472a73293fac5c2ade8a8389cef

Observation 7282c70b-c68e-4089-ab2f-cdcb5c69e3a2 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:50.713158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:50.713158Z digest=sha256:87bea92b7231074e2164217397c038f27b6351e04dca9b67d1c7d95be8013578

Observation beacfd96-9a84-4420-b15a-2568e4b055d1 · outbound

This paper cites MM-LLMs: Recent Advances in MultiModal Large Language Models.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning MM-LLMs: Recent Advances in MultiModal Large Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T18:21:50.798439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:21:50.798439Z digest=sha256:79fac57b68375070de5c7d6af3b5393d61eecf301c391c03aeccbb37e52e12f7

Observation 58767394-874b-4238-a71c-6030e8db97ad · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-06T18:21:51.770078Z

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.

source=pdf_text observed=2026-08-06T18:21:50.585216Z digest=sha256:6df9981add824cf4ad372349deda04710b70506b5389b52aeab88a88165fa29f

Observation 6574e7e6-688b-47f5-8cb7-ff6328bc68aa · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:53.507027Z

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.

source=pdf_text observed=2026-08-06T18:21:51.032096Z digest=sha256:b73161391147e224b4acbce4290a2a63f3d0d3ba4857590d7df455992d63b68b

Observation a72647bb-ce11-47e9-aadf-69851487f872 · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:53.259183Z

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.

source=pdf_text observed=2026-08-06T18:21:51.122714Z digest=sha256:ceea8309d3830e4e57ebc4935ff2746631424b0146b6f21daff4729504d87cb4

Observation abfef92a-a834-42a1-8574-f0094014b7cb · outbound

This paper cites MFE-ETP: A Comprehensive Evaluation Benchmark for Multi-modal Foundation Models on Embodied Task Planning.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning MFE-ETP: A Comprehensive Evaluation Benchmark for Multi-modal Foundation Models on Embodied Task Planning

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:21:51.459545Z

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.

source=pdf_text observed=2026-08-06T18:21:50.906222Z digest=sha256:224b70b25b87501e140eeefdafe12da73ed94db18ac4b5e0743f7933c0973fce

Observation 35108cd2-4e3b-4608-8caf-14862978782f · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:53.064953Z

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.

source=pdf_text observed=2026-08-06T18:21:51.244696Z digest=sha256:1ba67b63869e014854fdc84cfd14232cf2b9c20ee4d99979528c44093a23f477

Observation 41be7759-a05b-4a56-84d4-dc7e4071ecfa · outbound

This paper cites an unresolved cited work.

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:21:58.583649Z

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.

source=pdf_text observed=2026-08-06T18:21:45.301234Z digest=sha256:8ef53b1211302db64a1a09ceec4491c8f545f448b48df54584bc9feb1fd93ea1

Observation 394c7b69-d444-49de-8e49-57c028e12b0b · outbound

This paper cites IEEE Transactions on Image Processing (2025).

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning IEEE Transactions on Image Processing (2025)

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:21:53.744140Z

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.

source=pdf_text observed=2026-08-06T18:21:50.402373Z digest=sha256:b3389d8021a506260a102626e42dc0ba8d3bb7825cffa35cf244be1399fd42b4

Pith citing papers

No inbound Pith citation observations are available.