Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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

Resolution
unresolved
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:d7ecf16a08d93d1d024a7791ce4aaef8bf631328a3e10646f42a211eeee94e81

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

Resolution
unresolved
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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:44.626542Z digest=sha256:556a663879bdcded0e6687c0cf1dc507c32d175ef57b4642aa40bcd6532f5670

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:44.705572Z digest=sha256:e53c01eadb4b8beed9f93635d303087f52a8d7fd4bc03e6c6362bca59f8ff67a

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

Resolution
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=sha256:18872eb4c42d9b6214f42203c35d936d22752b46cf7084fef85b787752d34138

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

Resolution
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=sha256:8e59ab86df1fc1d83970bf892db2db70dd34a313345b0df708961fe6cdc2de59

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

Resolution
unresolved
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:d7f41e4698a519efdbee030645663eb12e0a0693ce75b5a0586d3f0cb9ebb1a9

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

Resolution
unresolved
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=sha256:0bce6ae0098e2e8e7099d0e7adcce96ad17b6a576b7aebd2169f3a3e68c23201

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

Resolution
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=sha256:17f1a591b5eb792bd5bbd0076f03ddf9a60fe05abebf0510da41048592f3d7a3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.190264Z digest=sha256:2feddb750c73886b5de70460f8e68e3e0ebfda9ad1def2c9a407e04eb9c44a1a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.355704Z digest=sha256:113c20b4deceeb11c6a97c613729c0352ada95092c083da593b09c7069f76c66

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.419467Z digest=sha256:1fb6447604c4e357364dff7615dfa5b7b069f8e6946b3f7d6d1c9094f5a45b2c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.510100Z digest=sha256:88a2403fde692ab4e4e434dc7cdc785d159b478c161a005fd6906261e1382054

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.622330Z digest=sha256:53fff365d7aac55c08c5293313100ae0a9e9e6329dc2bbddff5b200a6e526e19

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.775243Z digest=sha256:4d2a73205f8bae0281b3213ab84ea5bbc2eb1264278bcfd82df91a4c236f4b08

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.851468Z digest=sha256:6c5391828d2364332f5c11fc5a8c74a4a4fd29c03df4428d66fc13b6433f03e1

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=sha256:839d34f53491cb7ca7cf59484d0f98eac2ca732cc360e363613738ded87e5380

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.929141Z digest=sha256:247ab9bbb7996986de0c824b8c9589d497755d1d567aff7651d23868cb1225ee

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:46.204560Z digest=sha256:2a2202b431bcca967cbbe09ab0f0ca0de5a31545a3f923f5847673128189ae49

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:46.148386Z digest=sha256:81383225f10ab0efc51b4968883de48b5c0c6980f6f9035a7a471cd1ba737d7e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:46.451657Z digest=sha256:aa241b7b61773f8c3b85d3b15d058d993c32a8f03082a5efb70a015ec414bcbe

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=sha256:5f92662cd0c05f439f8e6297d9fddcbaad192f653c55fbb5f01496aa7334db5f

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:a583a3b2fd9ace630289ebfb8ab875affbc32b276164e558b5e64972d5d0a238

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=sha256:2738b115de691439d5e3b41db7a6aa9cd9e33b6cf2fc7dca1aaa7dbab4f8b99d

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=sha256:79655b7872fdabbe5c3212c241691661ef14a2b70cf5e193fd513de76d091eb7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:46.828028Z digest=sha256:fcce64fb15c2f86482000fa06c88067b7ab585cfee202dab4484ce84f4399603

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:47.116830Z digest=sha256:6ecdcc6be1824f03db70234feb8cd859cd05ff0201b4ffde980f1ba10dc66303

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
unresolved
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=sha256:091730fd358a086024a466937f6e4495ab8d3983d9f3239f4700f32f7c6d139d

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:ad4ee7275f13c00b7f52cfd78b6a56d660890a1337b8311803aae48fb5ddebb5

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=sha256:729cb547dda6717906cc1d5fbd88b77a887722ad9ab2a69b7d7f792aa18bb24c

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:cb6899dceb141235e76aeeb7d2898f410500bf6f30c6df88dfa7fe0a8b3da951

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:47.394798Z digest=sha256:212ab012fb255a799716508e3599827b41e051becaab9604f4304f59aed59f93

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:47.634914Z digest=sha256:4427e1c653b37f13cde69880a1fbdabb4843f379b6fbd5fe99de3893941d9db4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:47.550941Z digest=sha256:1727db35032e3c89f7f9a95d48d370774ce008e23037eeb4c8be945d86afd9f9

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:df9a8be9f6dca2036a7828d86f233d3582efefc5e6ba1a09af0dec55cc5bfb8d

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=sha256:8fd9ca4d0cb2c2f3660c3d5755ff1fc7a0fbfa2fc75d8ac50ba9c8407d8d87c1

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:47.972327Z digest=sha256:d5f6f8488502ef8088323eeb1fc8f7c6236f35d213bbae3f792ed1cec7b4b18e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:47.909243Z digest=sha256:20f57ad10d4c1525605f3a78ec9e69a7c53fdca6cb4b95435d0307e2dd9f2fa7

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

Resolution
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:b16ac5e79ff5b7395777d835e25652d65a6d6a60ad6bbde004da1e6d3949bb33

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.029177Z digest=sha256:160c859d05ad34957ad1301ee87279080ee791b903d4622689d75825cccdf8a7

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=sha256:973d2c89c6e77c5011df54a3af43664b0d1f1409d74991e382b9f8f9bd22fe34

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=sha256:6e660760878cc64e1261d1ca5ad101fd7c6f9b7afdd1d97adf4a113e030dc53c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.461774Z digest=sha256:0af93a64cbd359a55485cb94141effaae73be11e5265a77d74fd6ed92fbbb661

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.407968Z digest=sha256:967bc064244562d0b15ccb4f591aa271ddee32b1585fc8e76f85751772025e4c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.635053Z digest=sha256:2d77da6253de75303d02c027a4733bb0a0e339cda2899d9528eebe9d1c793796

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.538941Z digest=sha256:54ea6ba11549a07a1db5a875ebda64d1539ff90a2d50926c3d10a75a348421a9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.790985Z digest=sha256:8c8156f194939c462a9287317855ff9207c666605d4320a144d333323ef16227

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.692673Z digest=sha256:30b1a7579aa978ae646a5bec17818401c8cbc3b49ecaf68fb7ec1323ae5aaa85

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:48.978102Z digest=sha256:a88cd67ea69d89264b768756faabd0011cd86d85d09bb73d56c1b02230f1c041

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=sha256:84f6e7930bb3c4d7d1067f7b336f116d6f75cee141f96532b09ea2872edfef95

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:49.202777Z digest=sha256:4dc185de9197fd5ecc7ded07fc8d189af9af9382cc5e921a645c9df6bbfe1c33

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:49.091212Z digest=sha256:dcff172eef0a36791568279ec3df4a89f813e40ab76880fa53a9a6c1e18c75b2

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=sha256:612dde65ec2e9282c871f2011c071247e236bcbf370a75e71ef850b32ded974e

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:ec331662d9daa987ad3d7799acd525ef27ef728f11c9875da19d6b77209e9280

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:f17bfd1f9011501d3fb865c45780287104b5365c245b04a89f0af3493e65d453

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:bfdceefa7005bfc36c08a4fc9c306a2e71095c86ae126184d7d86fc80f72138d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:49.785253Z digest=sha256:c9cfcde640cc9f2311fcc33937cdeb8c9a12df8e736bf5d09a01bb8d1d4ae776

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:49.705965Z digest=sha256:ed150ce488014f9862ad6739d5229987db9d733065a5db56e44e05ea605f1ed8

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:f0a885d53f5a126d5f2a01ed11afdd320530eeb59e2f812b9437180faac0348b

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:aa6286164fd50bab463b5460b8efdbc5a3379bc0efc023fa8b0242773a3b4339

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=sha256:5faad7abf7b6debd0164376c4d9d4cb35918d474579132d126923463f0e31289

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:50.064837Z digest=sha256:c1d685eb4f8cde56579dad9e239189ed104b38dfbb8a06551569150fd58af0ad

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:e52c55ed348686fff53f2eba4e01c558aac9ebfabeb4cbd2935c7f41f3753bec

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:50.282178Z digest=sha256:48e578c378ad2e3e85144bfb5b1dc72d1c569c52644fc46091fe7a7c4cedbd84

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=sha256:7343dc86d43602641228782bc24e974da942d1d5ab0817baa103ed0b9eb675d5

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:ef9029655472dd0ea572fd3cdedf05df84fedcc8896c059e23e073dd4adf939a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:50.585216Z digest=sha256:cbfc80d22cf60e14c9dba1c0ce9ee19454b1d7bdd0f58e5161aac6e78d40d2fb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:51.032096Z digest=sha256:4dcf06a5bc44b397f84287bb2364cbdc6af8af7c4537147381a1ae6716d82c9c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:51.122714Z digest=sha256:80b2fa2516d3349ffa946e48e82fb9318438b70aa0669f6dad8702dee671e848

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:50.906222Z digest=sha256:c01561c04adb265e473ffdc24655ce2d1aa5636092ef7dbe273278853c0fcdf4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:51.244696Z digest=sha256:c085defc50a5c78144c8d2c45cb60c3481d38611afebd7218c4920fb53f6be46

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:45.301234Z digest=sha256:84dc1ee071763fdf7cb57298c14bdf217bb6eb07a00c348dce301573c538ece5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-06T18:21:50.402373Z digest=sha256:d163d155edf262c08a1e551f0dfcc23be4ed7ed7b9caa91ee4dccb1bf71526de

Pith citing papers

No inbound Pith citation observations are available.