Pith. sign in

Paper Citation Record · LEDGER

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization

As of 16 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.16232.

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

pith.paper-citation-record.v1
2412.16232 v3

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:15:45.141728Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy13
  • unresolved42
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b762e6d-3d0f-40f1-960e-b7bc825df86a · outbound

This paper cites L.; and Parikh, D.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization L.; and Parikh, D

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.744585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.662871Z digest=sha256:47c552d999caf8a737849d163cd0518b60b61862a104ff2c2f070b76c74af85e

Observation 43929a86-8c16-485f-bae8-3ad8d0a9b579 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.708404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.672006Z digest=sha256:9acd74ad086d74736cd9925750c80719a9baf3b360b3d1c3b3098cce976329a0

Observation bfeb58ad-5ea1-482f-ad34-6a7b7ef5d726 · outbound

This paper cites R.; Angeli, G.; Potts, C.; and Manning, C.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization R.; Angeli, G.; Potts, C.; and Manning, C

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.686333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.680837Z digest=sha256:6ddf262057bd105816b4949228f1c1a5628de2c75004c88c2aa3937a7fc07051

Observation 93290e75-0e2e-4503-adb5-2929fa28ffc4 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.654966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.687659Z digest=sha256:786b01a2fdca4317c5fd2018bc559c9ee857639fd6e245690fa7f492d068ca4c

Observation 4635aaa8-8469-4008-ac66-8c76d29eb328 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.632445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.694154Z digest=sha256:7f20383d20a1d439aa92684376adab0c671b1f97135a29050108f76a4147e35b

Observation 669691e5-e01c-4a02-889d-f67225e67672 · outbound

This paper cites E.; Ahmed, F.; Gan, Z.; Cheng, Y.; and Liu, J.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization E.; Ahmed, F.; Gan, Z.; Cheng, Y.; and Liu, J

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.608540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.699163Z digest=sha256:477daa38a7363f3fb19eeae321759357c5a02045c42b13d85c874d228265045a

Observation 0170249c-4fc8-438c-bf89-635b528c8bdf · outbound

This paper cites Exploring Defeasibility in Causal Reasoning.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Exploring Defeasibility in Causal Reasoning

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-11T12:15:45.388648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.707657Z digest=sha256:3413e59b887ae10c7e9a81fbf7dd2653ecad41804e866db2219ba9945bb96deb

Observation a930e6fe-5d66-425f-9f4a-aaeda8ffc360 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.581891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.718437Z digest=sha256:f5cb1124aa9394fe5e6660cf19db72d32a4c3f678a2a3d443c713a07c14936e2

Observation fdc8ae03-2dfa-4e58-875c-90c40086ff07 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.556876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.724496Z digest=sha256:45537d54a68ffde0c11327600247c10fdd11adc6fdb08bbb6c1f6d39f63e07ed

Observation 38322f2d-5936-4543-8235-b22323f8f828 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.537108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.730864Z digest=sha256:9c114ee27b25b1b7df55525f2dc7b5907ff8a4de180ff90bd02bf03485bfbbf3

Observation 6d488a14-63af-4a90-9894-c46f066609f6 · outbound

This paper cites V.; Williams, C.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization V.; Williams, C

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.510149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.737349Z digest=sha256:fdc7552827789d3c7873d109cdd0065fb82c60cf8ffcedeb6a85016e68ca0472

Observation 691be2a5-001a-4fa6-9640-3083c82435d5 · outbound

This paper cites MultiModal-GPT: A Vision and Language Model for Dialogue with Humans.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization MultiModal-GPT: A Vision and Language Model for Dialogue with Humans

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:44.746901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:44.746901Z digest=sha256:b46a0b44da4a4eb59efe2cd2be157ab65e380acf190900266e622f66056ff07b

Observation f5569619-8ffc-4272-97bd-1ed69bb01b9d · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.467852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.753730Z digest=sha256:d0138d59dfc71b1bf0d6ed844d53298387d4587f490a0ba061979b6b3cabe15d

Observation ac1c9c30-934f-4870-a021-c176ef44e1af · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.433286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.759056Z digest=sha256:bf2e09f513795b0157b0c39c65055a062d58ceb1f6b49f800d10ec87b169b7b3

Observation f7e7d9eb-6fcf-45ff-97a3-8303e86ae0f9 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.400190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.767422Z digest=sha256:2457e89fa29d7b55d254f5a8f64182e67d79714768607ac30f5eff58deffd8fd

Observation 9c63e5fb-7dcb-47ae-a4fc-24d1a063c075 · outbound

This paper cites L.; and Choi, Y.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization L.; and Choi, Y

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.355094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.775817Z digest=sha256:704fec1b02210e4b79c6580dd284a950604f7130b2bdbd36026821a64e59a7a0

Observation 0a70c75a-6330-4128-ab55-0a088f67f43f · outbound

This paper cites L.; and Girshick, R.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization L.; and Girshick, R

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.330996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.780978Z digest=sha256:91f003cc5830303932d11cb6ffc410655d94c03f88ad6e4e48bb3253afed52f4

Observation a058ea33-14d9-42f0-844f-41cd7485e7da · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.304779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.788472Z digest=sha256:ae16340cb383b344bee2f357e62c284fcb2b8f175c76534dabb209e19d2872f8

Observation fede750e-9fc8-423f-ba56-10a0d8658727 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.282359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.798833Z digest=sha256:6d90cfb1ec4a24ecf623fe2d8a6de9a44692c4a54c7cef4881ba05d4a148a432

Observation 42dd4f15-dd1d-41ee-8e29-407c0973ef89 · outbound

This paper cites P.; and Ba, J.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization P.; and Ba, J

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:44.813114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:44.813114Z digest=sha256:522a431816ea9a5fcadd8452062042d15b44b5a63cf3982a405db09caf0e0a93

Observation 7fc026d0-8ec0-44b1-92b9-4921d40ea0b0 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:44.825156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:44.825156Z digest=sha256:24cae5318e1ef66066443500127227976ebdd414c07a8a58df56438e44a5c812

Observation 3513503c-089e-477f-85b8-0ab6d31f637e · outbound

This paper cites Y.; Shen, M.; Zhou, W.; Zhou, P.; Bhagavatula, C.; Choi, Y.; and Ren, X.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Y.; Shen, M.; Zhou, W.; Zhou, P.; Bhagavatula, C.; Choi, Y.; and Ren, X

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.212350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.834005Z digest=sha256:da3697ec5e52c6e9d418971d84c7fec50922fcf74ca0521c172d3f0f70c6ad24

Observation 01dbcc40-647b-4660-aa9b-c15b6c0df072 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:44.842306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:44.842306Z digest=sha256:0d5095bae1387efc35a409a0aaf1b4862320c4db79341f08f19b284a5f27f1a9

Observation fdb0aa31-a0f2-4a85-8bcb-d4ad73ed591e · outbound

This paper cites J.; Hays, J.; Perona, P.; Ramanan, D.; Doll \' a r, P.; and Zitnick, C.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization J.; Hays, J.; Perona, P.; Ramanan, D.; Doll \' a r, P.; and Zitnick, C

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.163060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.855101Z digest=sha256:f5a0f6bafa98b4058d251c2c34da9d34a42a919ebe3341ede496b480c109bdd7

Observation c6c4bcc5-2f77-43f3-aec8-167111f39e53 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:44.860093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:44.860093Z digest=sha256:d7ff020e38f4cf6e5d15756030f52b2a383f6bf4cbf2a836f85c8972a54ea4a2

Observation ab0f2e29-36e8-4e67-8c92-e571619743a7 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.112933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.866268Z digest=sha256:1a4a7d6835eec1852f1d11bae1b7694466ca45e80c5490b4be52f60439df64fa

Observation 587c3488-d205-4c77-9f8c-88cac7cc905b · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.086669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.873033Z digest=sha256:6d70d819f635ef270d9ead3ef977ae9d1a59e716f984e550403da3e11ed73b3d

Observation 81ad5e2f-e975-41e5-9db1-70cf08fcbc82 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:46.053122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.879245Z digest=sha256:178678b606027d0d6c9c92ce1e47a2b277b6760c5221efd5b7d6fa9515b511aa

Observation c4b3cfb9-8c30-44bf-b0f9-461c50efc09e · outbound

This paper cites B.; and Lapata, M.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization B.; and Lapata, M

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:46.015862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.887126Z digest=sha256:a2923622aba9c9c14801dced847d33183a2ee9946af1dc53cd5179b235215861

Observation e21853fd-cc16-407e-9db6-ed18da6c77d2 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.989732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.897788Z digest=sha256:c65c4533d2a600e85309884f91d21acc2de36704b17997fbe857cb7f2daeb460

Observation 210b508e-a4f7-4595-9031-5e8cca8285fd · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.961559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.905857Z digest=sha256:972e7e9dc9458e6aaeab9c5ddc6714a171f00af74fc37706651f752c0a2aa516

Observation 9f767590-fc63-4def-8566-69d6f04ed6c1 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.940459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.915823Z digest=sha256:c202d29fcc6ef3ad4c1f6485a855000df960845998e75ca8daa3b57fafc24376

Observation f53af33e-f528-4338-888e-7d3a0cfffb3b · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; Krueger, G.; and Sutskever, I.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; Krueger, G.; and Sutskever, I

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:45.919624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.923867Z digest=sha256:ba3bcfee1ffe98d346ebe5f252f3d61f8126aaef9206643ff504e1d4b06d65f9

Observation 2acf86a4-d7a4-4e97-83c0-8441334d873a · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.893279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.936659Z digest=sha256:887ce912376620ab067259023b148f13cab5f159de3c6332ca1a5907ac982615

Observation 9310a3f4-4da0-4011-bd0d-c1b2446be4b1 · outbound

This paper cites D.; Bhagavatula, C.; Forbes, M.; Bras, R.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization D.; Bhagavatula, C.; Forbes, M.; Bras, R

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:45.850495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.944150Z digest=sha256:36ba01ec9e998bd65d2cbfced582ca56cd2775363a74cf7d18ce1d4477896e97

Observation 59be0dd2-e579-492c-8c31-123b67dc05f8 · outbound

This paper cites S.; Berg, A.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization S.; Berg, A

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:45.831447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.952005Z digest=sha256:e3c7b9093ba7ec972054b5c75ebf04abaa09af6200607bc40625d7adbfb4b3d3

Observation 349b4370-e33a-408c-883c-5f6b1c31acee · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.804544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.958789Z digest=sha256:551325e90ba9c6019631cd54b354d187236bb685fcf03671ab68469f10908599

Observation f039a43f-994f-4e0e-8d70-369fa02c3ec6 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.788803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.968367Z digest=sha256:c901dfe3b5051373a34fb89cb4921fe82d206cdaaab2b4ec6d1bb4e43449d5e2

Observation 86d6e143-605a-4fa1-ae34-fda0475050e8 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.760567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.973584Z digest=sha256:7ea227710d9531f25aa5513b01e83befe9a9703e8e52fbe6f94f4b9e8c5b80b7

Observation e6da3144-fd2d-463d-9d24-02ed53a2ec2a · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.737677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.981902Z digest=sha256:ba7091bf30ae94674403f449fe655befd18d651e2531fcedebe72b2d0659cdfe

Observation 6afe3a37-9914-47de-b712-37b2ab83c5ee · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.718083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.988272Z digest=sha256:3ade6f624a8684b278f044f28d74835eb580a05b07bb80c746b10f9d914bc730

Observation 14b75e0e-cb6b-49ff-9bc5-7757d665119b · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.689444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:44.998934Z digest=sha256:cc79ab451acee8330ee38cb32e0d7cddaac989f7679b0be160292f96336357b5

Observation 9478fef7-9e5f-4630-9e9e-08b5259535d4 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.662582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.009903Z digest=sha256:941bf3e7b1943b3660f5f0cf9ec7f7d3a0863beab12c1dad0bcdd464b963eada

Observation 87b0c7e8-2724-4c28-bcd0-f3847098c166 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.632875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.021299Z digest=sha256:602b73f1c082d53594b4c8dfe4dbabb93dd091441af990a5628ea8c1f8e6b53d

Observation a2e77394-b30f-4c9e-b576-0c6f9dc052e3 · outbound

This paper cites Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:45.030909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:45.030909Z digest=sha256:99e2dc022a6bb78227c6a12086801e7bfb0eaeab2e4268a13a85b2b1d7b1bdbb

Observation 857f985d-189d-443e-a1b5-ca66e59223e1 · outbound

This paper cites Visual Entailment: A Novel Task for Fine-Grained Image Understanding.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Visual Entailment: A Novel Task for Fine-Grained Image Understanding

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:45.057075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:45.057075Z digest=sha256:3f588574183410f30c924d1d0a471cde586bee3691a4d8fac069c8e055c42c7e

Observation ee955a6d-a6a8-4eed-a556-647b42156c9b · outbound

This paper cites mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:45.062737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:45.062737Z digest=sha256:038da09cf1ba31f1988bd20cfce2230e0239e56b0473f0fd67c7e4d7e00ff579

Observation 105ca4e6-69da-4772-9a32-25190da6e462 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.580169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.070204Z digest=sha256:63736543ce9b68f74231fb53d145a6dee8268b0353190037f3be8a55a6d52949

Observation c7b3bbf8-255a-49ff-83af-bcf674c37246 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.557140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.075802Z digest=sha256:833360dbc08acd0f259cf62114060c7aee65976be334d494398156ea1724e904

Observation 77773398-8c86-4310-9f4d-f293115b96f0 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.534303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.083936Z digest=sha256:ed2241f239994174acec8fb03c484de6459d6d763dadf49c7e1d860f926bc8e8

Observation be3638d6-9fcb-4752-97d4-4f6247cd9c29 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.511067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.090226Z digest=sha256:8f4d94afcf7eda42de9e00c97fc0cc53c1f6d316a46f3c35dc68421569821e68

Observation 9b54ed28-7242-4986-a2bc-c6e32b23a00e · outbound

This paper cites Q.; and Artzi, Y.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Q.; and Artzi, Y

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T12:15:45.476773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.099585Z digest=sha256:ca25adc1658221fcbf16651096c2d0041aca0eac5804da5f1d07d2d4779f5734

Observation 2a858232-88b9-4309-aaeb-e55455d2c185 · outbound

This paper cites an unresolved cited work.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T12:15:45.449041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-11T12:15:45.113942Z digest=sha256:873173bf605369ca34073a16366f887d3c2b5dd348e58b1da537aff47ce90a4b

Observation cfe9f996-41b0-4727-bb63-5f0ea2858109 · outbound

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

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:45.121837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:45.121837Z digest=sha256:6e1ce0d3b9c2dbd794431ee777e78eed95cf639717d25d787e77150801e9f1d7

Observation bd2693de-7bce-48be-9373-10a96db87778 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization , " * write output.state after.block = add.period write newline

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:45.128411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:45.128411Z digest=sha256:cca295eac9e4107b05242ebec93d928496f6756cd2db9cdb01f57d5638da36f1

Observation 1b49bf79-2e8b-4a3e-8599-1138d051e0e1 · outbound

This paper cites write newline.

Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization write newline

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T12:15:45.141728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:15:45.141728Z digest=sha256:934d744cb13ef874d6bb942296a14dc7c6b36b9a2fb79193a9280d38b5eb99ea

Pith citing papers

No inbound Pith citation observations are available.