Paper Citation Record · LEDGER

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs

As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.24799.

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

pith.paper-citation-record.v1
2607.24799 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:37:51.068749Z

measured 19 of 19 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 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

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf58c25b-ba3f-41af-8ad5-7b55d20a5580 · outbound

This paper cites https://huggingface.co/cross-encoder/ ms-marco-MiniLM-L6-v2, Accessed: 19.02.2026.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs https://huggingface.co/cross-encoder/ ms-marco-MiniLM-L6-v2, Accessed: 19.02.2026

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:50.981180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9bd260f-ef91-4cea-a3b4-588f42ee5a44 · outbound

This paper cites an unresolved cited work.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:50.986225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d669183-07cb-4706-9600-df3dcf242dec · outbound

This paper cites https://huggingface.co/datasets/ZhaoweiWang/MMLongBench , Accessed: 19.11.2025.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs https://huggingface.co/datasets/ZhaoweiWang/MMLongBench , Accessed: 19.11.2025

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:50.990615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5765f82b-08c6-4a24-a823-52b7d4d024ec · outbound

This paper cites an unresolved cited work.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Unresolved cited work

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-02T08:37:50.995346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41a56bc3-ba9c-42ee-841c-946887c15d51 · outbound

This paper cites Efficient inverted indexes for approximate retrieval over learned sparse representations.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Efficient inverted indexes for approximate retrieval over learned sparse representations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:50.999706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37435af6-aa65-4631-8266-40531d287cb9 · outbound

This paper cites Cormack, Charles L A Clarke, and Stefan Buettcher.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Cormack, Charles L A Clarke, and Stefan Buettcher

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.004281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d9e126-6428-4e06-af7f-3c48e008d244 · outbound

This paper cites ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.009371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac65c89b-3c2c-40b1-84ab-eeab0b0b1937 · outbound

This paper cites Optimizing Query Generation for Enhanced Document Retrieval in RAG.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Optimizing Query Generation for Enhanced Document Retrieval in RAG

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.014236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6358cf62-6a87-4107-bc99-5acbbe1931c8 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.018607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e34859-f9c2-492b-86c9-1021b4391307 · outbound

This paper cites A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.023504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3701994-f0b4-4b6d-af79-428eb606a90c · outbound

This paper cites Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.028130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99aba0a-b637-437b-b7f6-5f47b72c0599 · outbound

This paper cites Reimers and I.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Reimers and I

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.033393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba44dd1c-68ba-4a6a-ae22-1684a6c556ef · outbound

This paper cites The probabilistic relevance framework: BM25 and beyond.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs The probabilistic relevance framework: BM25 and beyond

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.037607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 920cf934-3d92-4ceb-aca1-cc59863fae66 · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.041912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93b65abf-1578-487c-bc4d-f87bdaba9225 · outbound

This paper cites Assessing RAG and HyDE on 1B vs. 4B-Parameter Gemma LLMs for Personal Assistants Integretion.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Assessing RAG and HyDE on 1B vs. 4B-Parameter Gemma LLMs for Personal Assistants Integretion

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.046575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1dcdb2-fb8d-45a9-bb1e-6787b4fe6625 · outbound

This paper cites EmbeddingGemma: Powerful and Lightweight Text Representations.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs EmbeddingGemma: Powerful and Lightweight Text Representations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.059833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eba47f43-641f-4209-8dc1-e700c14a7aa8 · outbound

This paper cites Qwen2 Technical Report.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs Qwen2 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.064004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e155bc-92a7-4937-8f30-4122863da110 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs BERTScore: Evaluating Text Generation with BERT

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.068749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702a785f-e173-416f-8df0-78597ddcedf3 · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Multimodal Hybrid Retrieval-Augmented Generation for Scientific Document Understanding using Open-Source SLMs BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T08:37:51.055725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.