Paper Citation Record · LEDGER

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks

As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2508.19724.

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

pith.paper-citation-record.v1
2508.19724 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:38:03.182852Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

49 of 49 outbound references displayed

verified exact3
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06e00d24-3ea9-40d7-bb7e-db397931edbb · outbound

This paper cites online" 'onlinestring :=.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:02.935874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4a9138-96ac-4737-ad13-beb1ef99a322 · outbound

This paper cites write newline.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:02.941560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a747a99d-3907-41a8-ae5c-206b7810e0e2 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:02.946561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7faadbe6-faa5-47da-a4cd-eee9db44d8b3 · outbound

This paper cites Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:38:03.900414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b0901905-06bf-4089-a939-97ff45343e75 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.191100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5114b0ea-2e9f-41b3-893e-648e0619826f · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.176161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 07a9695b-9cf2-4f75-b797-9930ee7ca73a · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.160352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 100b7c04-ced2-409c-b846-8bca78004c88 · outbound

This paper cites Zero-shot Visual Question Answering using Knowledge Graph.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Zero-shot Visual Question Answering using Knowledge Graph

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T15:38:03.876190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f3b7292c-3bdb-47b6-a17e-7c8412570315 · outbound

This paper cites Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:02.977618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b8804a-3001-4e5a-a4e9-8d602f529e68 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.144514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation da2b0a4b-47af-4fa8-86ac-07150a1390f7 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.129757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 51ac8500-eec7-487c-a14c-0df0b2c70aa0 · outbound

This paper cites The Faiss library.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks The Faiss library

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:02.993502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ab70b55-0522-4475-8827-915bd09f1a97 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:38:03.817659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7f312dae-f234-4b03-989f-7ad67048048d · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.005667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fcf6112-518c-41ed-8da9-5e9264abd851 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.115103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fbf2abdf-1e7d-4c46-a396-ce732e719934 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.100443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9f0abdb8-4176-426b-8ee7-faf29d191edf · outbound

This paper cites MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.025221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb61f862-e2c8-43bd-929d-067a7770709f · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.085607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c1012697-b2b8-41da-9fa2-eda5547fea47 · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Dense Passage Retrieval for Open-Domain Question Answering

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.035552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcafef6c-d2b1-46e2-bf68-06a01ac0908f · outbound

This paper cites ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.040549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86feb922-f94d-494c-9fbe-328b7144cf97 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.045809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24bc312a-511f-4491-8dc5-bf8365d947ee · outbound

This paper cites A Survey on Retrieval-Augmented Text Generation.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks A Survey on Retrieval-Augmented Text Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.050139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e8c39dc-5113-4c0d-9624-ecae0a818d46 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.055201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adeb4cf7-27a6-4045-8287-7922dbef969c · outbound

This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks VisualBERT: A Simple and Performant Baseline for Vision and Language

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.061206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2707851-a5ee-4b0d-aa48-39dc39e21164 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.061779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 718a8fcf-17b6-4b1b-bb89-1157bf29f071 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.071016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2549d932-e490-4c7e-b03f-c5fa182ea1c1 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.046251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a5b217b6-8a8a-4ef9-9a47-237442c2a3fa · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks MTEB: Massive Text Embedding Benchmark

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.079658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2df558f-e73f-4913-be5d-7078a59c3bc5 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.084464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 871baa18-eb27-45bd-b7d5-778f3aeb3aed · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.019040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d872079c-fb05-4465-895d-2fb0caeda6e3 · outbound

This paper cites RAVEN: Multitask Retrieval Augmented Vision-Language Learning.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks RAVEN: Multitask Retrieval Augmented Vision-Language Learning

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:38:03.604130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3bfed7af-4690-4b65-b131-88e6c1ae39f7 · outbound

This paper cites You Only Look Once: Unified, Real-Time Object Detection.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks You Only Look Once: Unified, Real-Time Object Detection

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.098157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8398cdd-8d45-48cf-877b-81bc1c98ded4 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.102828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e3544ce-6f4b-4588-a6f1-d0bb2c3001ac · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:04.002009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 955cd114-199f-4fdf-8eb6-aa661f482904 · outbound

This paper cites A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.112975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b632f1b-d34e-4b8a-914d-3a270c43352f · outbound

This paper cites FLAVA: A Foundational Language And Vision Alignment Model.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks FLAVA: A Foundational Language And Vision Alignment Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.118595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb005cd-c6dc-4e45-9298-f1e432c346d7 · outbound

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

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.123763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3e51c6-8bea-480f-8cbb-a26f37e8e99c · outbound

This paper cites Explicit Knowledge-based Reasoning for Visual Question Answering.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Explicit Knowledge-based Reasoning for Visual Question Answering

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.128701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de1f07f-8e45-4b2b-8edf-fb0f514d412f · outbound

This paper cites FVQA: Fact-based Visual Question Answering.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks FVQA: Fact-based Visual Question Answering

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.134169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dbcafb2-f8dd-4620-ac09-bf9a20a4dac6 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:03.984829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8833d998-bbd8-4df7-83db-fda0df108aa0 · outbound

This paper cites Symmetric Cross Entropy for Robust Learning with Noisy Labels.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Symmetric Cross Entropy for Robust Learning with Noisy Labels

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.144734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d52915-0dde-4dbc-acfb-a948d676d104 · outbound

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

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Visual Entailment: A Novel Task for Fine-Grained Image Understanding

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.149463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 441eb0c9-15b7-49bf-9506-1dd82f5e33c5 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.154906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6f9c88-95b1-4bb9-bc01-ec7fee2ac99f · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:03.968475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a8e53d53-772f-4764-a384-b42b54513bc1 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:03.952676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b64b3993-2b1f-415a-9be7-6a4d0aab71de · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 46

Resolution: verified exact; doi, observed 2026-08-05T15:38:03.224056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9f186618-6049-464e-9bdc-36b2ef75065f · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks BERTScore: Evaluating Text Generation with BERT

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T15:38:03.173064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26eb3db2-5aad-4a86-9822-a826c71f25e6 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:38:03.936825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 837989f1-cd28-4187-9a6d-e11db5592168 · outbound

This paper cites an unresolved cited work.

NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Unresolved cited work

Reference 49

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:38:03.362565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.