Paper Citation Record · LEDGER

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2505.18549.

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

pith.paper-citation-record.v1
2505.18549 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:32:35.258946Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2deebfcd-dca0-48aa-807c-3f711c53a821 · outbound

This paper cites online" 'onlinestring :=.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.056669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb10f08-41e7-4c60-ade9-826ae6537b3c · outbound

This paper cites write newline.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.107093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc0ad2a-6d5e-435f-9c47-6c5ccae449e5 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Training Verifiers to Solve Math Word Problems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.139555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510d8dba-4e45-40d7-b64a-9c6c0310787b · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.186684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f13cecb-8f26-4596-a689-a8ecd94f6b49 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.218197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc234d14-8eac-40f2-b3b0-780c7b21b8f6 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.308028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec81f34-131d-4763-bbc5-3e258252fb7c · outbound

This paper cites Measuring Massive Multitask Language Understanding.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Measuring Massive Multitask Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.368127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deab4f35-f402-4b9f-91be-57082b4023ae · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Measuring Mathematical Problem Solving With the MATH Dataset

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.419561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4423e2dd-199c-4742-adce-e715fdd69241 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors LoRA: Low-Rank Adaptation of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.463357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a965d8e6-52e6-479d-8f5e-ff0ea5493d58 · outbound

This paper cites Mistral 7B.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Mistral 7B

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.509815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c58f18f-8544-4b34-ab2f-b1a460d1130e · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:36.017758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c43a55f8-529f-4cf8-a8be-d811db5cc3af · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.874232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 730deb59-d6cf-4cb7-b188-b699f0a9d941 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.704684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72552e29-3226-4908-98af-1648db5966a6 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.743295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d37d075-967f-4a36-a371-1534853affb2 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.689187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e825ee5a-d4af-4f7e-b605-0c49cd44d510 · outbound

This paper cites Nye, Arthur C.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Nye, Arthur C

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.799624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a00a33-85a4-424a-b6ee-4449de217cf8 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:32:35.532522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ecb734a2-3d3d-4b95-a8d9-de3ca4136842 · outbound

This paper cites GPT-4 Technical Report.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors GPT-4 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:34.939460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1dde95-849a-4d65-8d27-2958175ee6b7 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:35.009025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ada0a2f-c838-4449-a636-cdb44477ca6e · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors LLaMA: Open and Efficient Foundation Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:35.059432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b984e682-df53-4a0e-8c25-7942c4981ca8 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:35.123111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0342e639-0073-4c5e-82e5-63005717c945 · outbound

This paper cites an unresolved cited work.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:35.183904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56890d57-b668-459e-b6a2-80df874c47dc · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:35.254764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cad88f8-44f8-4119-9131-a821ec45a442 · outbound

This paper cites Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need.

MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:35.258946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.