Paper Citation Record · LEDGER

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering

As of 17 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2504.14493.

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

pith.paper-citation-record.v1
2504.14493 v4

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:51:25.971974Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:12:43.649649Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T14:45:40.673561Z

Reference resolution

57 of 57 outbound references displayed

verified exact2
verified fuzzy2
unresolved51
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 660f785f-e144-4931-80c9-405d5dc436a8 · outbound

This paper cites Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.732905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29fdfc25-d2f6-4cf2-b7be-e090a1da8f3c · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.894581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6d9149c7-7e51-4000-9116-940bcd5a27b2 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.882876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f43fe6b-4dfe-4580-ac04-462a3125aeea · outbound

This paper cites Injecting the BM25 Score as Text Improves BERT-Based Re-rankers.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Injecting the BM25 Score as Text Improves BERT-Based Re-rankers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.746815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63b51a82-60e8-40a9-bcb9-96e05accda04 · outbound

This paper cites Seven Failure Points When Engineering a Retrieval Augmented Generation System.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Seven Failure Points When Engineering a Retrieval Augmented Generation System

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.751245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f318f973-28ff-4656-b40e-f7336e91b2d3 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.755657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f620b1c-93ea-4ce9-93bc-d4364e04a6fc · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.760771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d799d504-dd78-4b82-be94-d8455c9609be · outbound

This paper cites Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.764891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ef5361-75d1-4734-92c6-0ccd8b394243 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.768953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf3cf1b-bafa-42cc-87e5-093ff733e7b2 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.772793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d477eca9-1d09-4f7b-82bf-db6e5d84a484 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.777201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b3ffef-a1a3-4502-9576-02974acad874 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.868661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a28aacbe-5c76-4087-8710-a64c4e80a749 · outbound

This paper cites Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.785140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 249d1926-7919-41ef-9701-4a92358f8161 · outbound

This paper cites A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.789137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 003bafc2-83d2-44ce-a715-104a5105eba0 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering FinanceBench: A New Benchmark for Financial Question Answering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.793447Z

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Observation 55906ccf-495e-4d7d-ab8d-b2ba9bd4d1d5 · outbound

This paper cites Drowning in Documents: Consequences of Scaling Reranker Inference.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Drowning in Documents: Consequences of Scaling Reranker Inference

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.798455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac79cf81-2572-42f3-99ac-37726bf2c2cb · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.857077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf3ea26d-2b2f-40e2-8588-b4f97a96073d · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.814039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9f5c4fa-92aa-4c9f-ae0f-0f23e0ff7b0f · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.818119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7007cfef-ca72-4584-ad9d-22cccd065f4f · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.828282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4dccb61d-680e-4e8e-89c6-a49b39a864af · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:51:25.826192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf083a6a-3ac2-4506-8717-d8d2177398cb · outbound

This paper cites From Matching to Generation: A Survey on Generative Information Retrieval.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering From Matching to Generation: A Survey on Generative Information Retrieval

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.831078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb68198-db58-4296-a4a9-7d9e5bddb901 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.836249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3db4f657-76e8-4fea-ae73-92025f77ac7f · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Lost in the Middle: How Language Models Use Long Contexts

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.840006Z

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Unavailable: canonical work link unavailable.

Observation f752cf81-a942-422b-bb51-9a943e460a93 · outbound

This paper cites RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.844260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb835f6c-0dad-4de4-b170-7bce2b7e07d8 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.849149Z

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Unavailable: canonical work link unavailable.

Observation 2ac286b5-90d8-4a36-91d7-5f5b20280a3d · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.816010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0648f9d9-a4be-40f9-ac2e-2cacc70fc5e9 · outbound

This paper cites Assessing the Quality of Multiple-Choice Questions Using GPT-4 and Rule-Based Methods.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Assessing the Quality of Multiple-Choice Questions Using GPT-4 and Rule-Based Methods

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:51:26.022772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 848a6765-9d30-4eec-af8a-2a03930fdbc6 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.861220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 051194ed-f610-4ee6-8436-78db0429e14c · outbound

This paper cites Recommender Systems with Generative Retrieval.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Recommender Systems with Generative Retrieval

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.865013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86102f48-041e-4134-a937-48bca6faff94 · outbound

This paper cites Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.869361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d8ee809-e96b-4b9e-a316-a1f5b7cff272 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.873446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69919309-a981-45ea-99a0-704044ffbd35 · outbound

This paper cites Ensemble of MRR and NDCG models for Visual Dialog.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Ensemble of MRR and NDCG models for Visual Dialog

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.877983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37fd64c1-aadc-4af9-a19e-47a0a8b9be7c · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.794727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76be489c-92c0-4df0-8ab6-a4a6b1ee2fa4 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.780690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6a7029e9-74fd-4747-8c3f-a9699d60dd14 · outbound

This paper cites Improving Retrieval for RAG based Question Answering Models on Financial Documents.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Improving Retrieval for RAG based Question Answering Models on Financial Documents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.890574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82206600-cbca-4ec6-a1a5-b8d1dd20cf0a · outbound

This paper cites Multi-Document Financial Question Answering using LLMs.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Multi-Document Financial Question Answering using LLMs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.894555Z

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Observation 85858d13-8d19-47fd-a3b1-50a6d7b2fa74 · outbound

This paper cites Domain-specific Question Answering with Hybrid Search.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Domain-specific Question Answering with Hybrid Search

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:51:26.275215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d8f34b6b-42e5-4302-9d0b-523a7745ef74 · outbound

This paper cites BioRAG: A RAG-LLM Framework for Biological Question Reasoning.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering BioRAG: A RAG-LLM Framework for Biological Question Reasoning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.902335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f6eac2-4189-4bf1-b563-6fe517828379 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.767854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aab7542b-bb6a-469e-b60f-c2123aaf5aac · outbound

This paper cites MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.910844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0135e2f2-4814-4c00-b37f-efdbab1cb078 · outbound

This paper cites Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, and Sophia Ananiadou.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, and Sophia Ananiadou

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:51:26.756658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aadc4bae-07af-4e30-9b77-cf23e949411a · outbound

This paper cites Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.923298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d10eb7-7396-42df-8da9-1e2f6f279358 · outbound

This paper cites Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.919431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478cf89d-754a-4401-ab8f-cf4eace7ccbf · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.732929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3265965-aab8-451d-8fbc-ed01632faee8 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.744587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation af985db4-9e83-4482-8573-9aed9cac5254 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:51:26.721618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b1842cde-33c5-4c9f-a6af-8bd848845474 · outbound

This paper cites A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.935222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21fe03a6-f62e-4fea-a7a9-13ee3482cf65 · outbound

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FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Self-adaptive Multimodal Retrieval-Augmented Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.939977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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FinSage: A Multi-aspect RAG System for Financial Filings Question Answering LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.960030Z

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Unavailable: canonical work link unavailable.

Observation f1421ea7-2873-4101-90be-b90cae93bae2 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.963881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 171f53d3-def4-4bf4-ab65-cffdabd7b6a2 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.951923Z

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Unavailable: canonical work link unavailable.

Observation 009e0e6e-61ba-4dba-b0a8-fb3545aefc15 · outbound

This paper cites an unresolved cited work.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.956180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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FinSage: A Multi-aspect RAG System for Financial Filings Question Answering RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework

Reference 56

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:51:25.967835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35ed8bf-b4b7-4fdb-a047-1380d8e50880 · outbound

This paper cites previous.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering previous

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:51:26.702958Z

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Observation c4a50b34-87b0-4b50-b6c7-868954458ff7 · outbound

This paper cites MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.947813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e2fe09-a6e5-4a8b-9210-9b37e39c97a3 · outbound

This paper cites Financial Report Chunking for Effective Retrieval Augmented Generation.

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Financial Report Chunking for Effective Retrieval Augmented Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T11:51:25.809159Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 30e143e8-5b74-4fd0-8905-8ba6420b4626 · inbound

A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs cites this paper.

A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs FinSage: A Multi-aspect RAG System for Financial Filings Question Answering

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T16:12:43.649649Z

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Observation a4115a29-6dc6-4947-9d1b-fa0d9dc78e46 · inbound

Adaptive Query Routing: A Tier-Based Framework for Hybrid Retrieval Across Financial, Legal, and Medical Documents cites this paper.

Adaptive Query Routing: A Tier-Based Framework for Hybrid Retrieval Across Financial, Legal, and Medical Documents FinSage: A Multi-aspect RAG System for Financial Filings Question Answering

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:45:40.681768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.