Paper Citation Record · LEDGER

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning

As of 18 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 1 inbound Pith citation observation for arXiv:2505.09118.

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

pith.paper-citation-record.v1
2505.09118 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:46:32.749086Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:11:02.464556Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:14:20.876165Z

Reference resolution

68 of 68 outbound references displayed

verified exact1
verified fuzzy1
unresolved65
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe2c70e0-cff6-416a-8dd9-27f12a166e6f · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.484993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca777a10-efe4-49e8-971e-c61244dbff29 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.524290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64b013b5-42c1-4edc-86c0-dad766c0cf2f · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.511654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7650f597-ab3b-4af8-a7d1-64b447d35949 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.498304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c20f0be-8851-46a4-b78f-fdc4ce3987be · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.502700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108af4b2-e4e5-4c5f-b8d4-4459901a9392 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.510672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693a4800-8943-44f8-9734-a9b836fa72bc · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.485429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9055d57-2b38-465e-89f1-8c0d20c63852 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.518348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 135417eb-5952-45b9-890c-037c4038ca25 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.522122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ceaa70e-6c74-46be-b9b4-f122b067ff33 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.526083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86018529-ba52-4dd5-8e0b-69def92f17f7 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.454478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a468037d-4d17-4671-b329-215a4293dbf6 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.536528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a35c10b-5dea-44b3-ba4f-6b4e78c5b470 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.437179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 600bb012-2fae-457a-a976-47fd38fce154 · outbound

This paper cites Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in Multimodal LLMs.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in Multimodal LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.543218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba7cefa-5d9e-417d-bfe0-90e5b5b37306 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.426243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5b2c63fe-e610-4d3b-af5d-652de6437c21 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.550215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 270663b6-84d1-4a17-b27f-740ec23feaa1 · outbound

This paper cites A Survey on Human Preference Learning for Large Language Models.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning A Survey on Human Preference Learning for Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.554927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a6eed4f-86f2-4201-8207-b271bd33c015 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.559106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 640c7e61-d748-4491-8ed2-6e70325b594c · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.563270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ad0aa57-f6da-4ba9-8d63-5a999cfd9d35 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.571125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 498ef88b-311d-48cc-86fc-f8fe5a54f288 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.377229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f394feb-2315-4413-93e7-aaaa9922f7b5 · outbound

This paper cites International journal of computer vision 123 (2017), 32–73.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning International journal of computer vision 123 (2017), 32–73

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.567261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cea41c8d-645e-4e0a-8a99-a00ccf697ead · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.583403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0aca05b-7507-47bb-87fd-67883281d908 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.351466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a91a7f99-530b-440b-b59d-91a0ecaf9af7 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.579501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7724a97f-cfcc-4c98-8035-5d0dce267496 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.339568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f06a70cd-9d61-425f-bb38-756d8b196616 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.327445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a29dd3bf-55c5-46f8-95f3-ea4ea4e223a0 · outbound

This paper cites MoE-LLaVA: Mixture of Experts for Large Vision-Language Models.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.591591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae71b79b-ec48-4838-b68c-6b51fd0aaf75 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.609115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83e1f6d-cf8a-476a-a0b6-543752d6413a · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.616868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2499ede0-6221-44b3-ba0a-b9ef10247007 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.604995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6874933b-cdb5-4814-9102-2f4515047035 · outbound

This paper cites What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.624657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2bb92f4-d370-4335-9e8a-06c5c3336ffa · outbound

This paper cites Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.612929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c372cf1-b92d-4c13-9d85-821b14d4fbf6 · outbound

This paper cites #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.632306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e8dfa81-9264-4af9-8c5b-16ae82e793f9 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.294462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c10dfc9-4412-47da-9d5b-c01449dccc89 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.258723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2aa3dd4e-4383-4ba8-81d3-fda8e3bf824d · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.628793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48590838-8881-458e-921a-85c7cc21d896 · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.648094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3452de8b-0a78-4708-9f97-08585edcd770 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.272664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bbd4126-4876-4242-ba64-55788d2f6436 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.655993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f42ef5ea-dfcd-43ab-a68d-cc3e9331ff72 · outbound

This paper cites Instruction Tuning with GPT-4.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Instruction Tuning with GPT-4

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.643808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cd91289-a74b-44e6-9b00-ba0b3cb40256 · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning LaMDA: Language Models for Dialog Applications

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.663414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ade2d10-616d-4f40-bea0-8e4fa24c10a3 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.244936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9fbeeaa-147d-48ab-8af4-d1dc59b836ec · outbound

This paper cites To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.670495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14457149-d8c8-458f-8c05-403f4c7648bd · outbound

This paper cites Emu: Generative Pretraining in Multimodality.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Emu: Generative Pretraining in Multimodality

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.659594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27ee7363-6615-408f-837d-95bb62da53f9 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.212870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 253cfeb2-28fd-4360-8773-a9d1dac4cc83 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.224849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f558daa-f18f-4a5a-8bef-377f8df8026d · outbound

This paper cites Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.685395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb679c5a-8827-4061-aee7-c07d5c49e649 · outbound

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

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.673777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1fc05d-263d-418c-a434-feaeaf035045 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.178332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f44f3d03-16d9-4e16-aa5e-0d0a5e929529 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.201682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6f35519b-5595-47c7-89a4-6ae29a98db82 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.702038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5700b233-dd1c-4d10-9b45-cc8772485ea1 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.189245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2588ec95-6ce6-4a29-9409-1f98ca454302 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.141108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation babc3aac-4f90-454b-a4d2-a38b77deee3a · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.698380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f6c79e-dae6-49e9-8ee9-25d18e881094 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.722238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0881ec-37aa-466c-807a-aa050aa91ef0 · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:46:33.153280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2220eef3-5d3f-46ad-a08e-eafd0a89da07 · outbound

This paper cites A-Bench: Are LMMs Masters at Evaluating AI-generated Images?.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning A-Bench: Are LMMs Masters at Evaluating AI-generated Images?

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.709744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 865fe1a7-9e18-4066-8ad2-cd2445e186a4 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 59

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Source-reported events for the cited work

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Observation 169f20ff-e6b2-420c-85ac-174e26a9ee8b · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 60

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Observation c41b6b79-53db-463e-b4a7-d793c781695b · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.725986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6555c831-6e64-4344-b131-1cadaf870e19 · outbound

This paper cites VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:46:32.807084Z

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Observation 8e4da9c8-4827-4087-969b-f91145430de0 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.093460Z

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Observation d3560ba8-ef8f-4027-83ad-cdeadba51043 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 66

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Observation af8f94e6-a77f-42c3-b071-1c317cf12495 · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 67

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Observation c3a686c7-0960-46b4-aff4-c96910834b0b · outbound

This paper cites an unresolved cited work.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:46:33.052510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 56fffcb5-3916-4186-951e-f17f3d735353 · outbound

This paper cites In Proceedings of the IEEE conference on computer vision and pattern recognition.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning In Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.529788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11210261-7067-4124-8809-8b0f5a25ca79 · outbound

This paper cites Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic.

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T21:46:32.506569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d0d34ec4-6bf9-45c3-99e9-bda1de719a45 · inbound

Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning cites this paper.

Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:14:20.877492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.