Paper Citation Record · LEDGER

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.22841.

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

pith.paper-citation-record.v1
2607.22841 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T04:28:57.343397Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33bfe839-ade5-44cf-ae55-987d1e0cd240 · outbound

This paper cites an unresolved cited work.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:54.454835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418d12a6-1d2b-4582-a6b4-ad1fd4c192e2 · outbound

This paper cites https://qwenlm.github.io/blog/qwen3/.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval https://qwenlm.github.io/blog/qwen3/

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:54.604874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3f0eed6-d180-46db-b8f0-3057471540c0 · outbound

This paper cites Qwen2.5 Technical Report.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Qwen2.5 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:54.666247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0744a1-dd01-48eb-9804-7c2c1bef7050 · outbound

This paper cites The Llama 3 Herd of Models.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval The Llama 3 Herd of Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:54.774870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b024c93-a04c-49a9-a814-d6c6237a9e49 · outbound

This paper cites an unresolved cited work.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:54.861173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7766adc2-04bb-47c1-b1f8-40d41d562f76 · outbound

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

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:54.944751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9535ac64-1220-4bc4-b29f-c05a897f2eef · outbound

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

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:55.094752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56803960-5bd2-4bf6-8e9b-c0cdada70741 · outbound

This paper cites Izacard, E.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Izacard, E

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:55.224749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6357f1ee-4cb6-44ec-a26c-c7b300b7acbc · outbound

This paper cites The Faiss library.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval The Faiss library

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:55.427191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90b9caf6-960c-4f23-bee2-c32acfcc1ac5 · outbound

This paper cites Johnson, M.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Johnson, M

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:55.654911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12fc0f10-cb49-40c2-8980-ed444a7fcd36 · outbound

This paper cites Hendrycks, C.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Hendrycks, C

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:55.906667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5978c88-65ab-44ad-a6a8-0ca26ca13fbd · outbound

This paper cites Koncel-Kedziorski, M.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Koncel-Kedziorski, M

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.044751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6bed306-ea89-4f56-b816-29f89e957161 · outbound

This paper cites an unresolved cited work.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.244826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b948b71-47ba-4cf8-9081-b6cd4c71b360 · outbound

This paper cites PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.464068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ce010d-cba7-4160-aa03-1f487f625247 · outbound

This paper cites Language Models are Few-Shot Learners.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Language Models are Few-Shot Learners

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.640011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3182936-67e7-4822-a6fe-cbedf1cc6824 · outbound

This paper cites an unresolved cited work.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.764739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b88ac698-fa19-47fc-b79e-0dbdce7ae09a · outbound

This paper cites Angulo, V.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Angulo, V

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.924742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6833d9c8-c577-4eea-bf05-814632696074 · outbound

This paper cites an unresolved cited work.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:57.104748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3b83d3-707f-472c-bfcc-e105fbf8ee5e · outbound

This paper cites CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:57.234752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02ea4b66-5b5a-4737-bb46-ead49bb6bd40 · outbound

This paper cites URL: http://www.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval URL: http://www

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:57.343397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed6241d7-f4f0-44b0-9bda-85983a1e6468 · outbound

This paper cites doi:10.5281/zenodo.12608602.

Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval doi:10.5281/zenodo.12608602

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T04:28:56.816905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.