Paper Citation Record · LEDGER

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe

As of 4 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 2 inbound Pith citation observations for arXiv:2410.05248.

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

pith.paper-citation-record.v1
2410.05248 v4

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T19:35:57.008007Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T09:51:52.886663Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-22T09:54:46.845279Z

Reference resolution

81 of 81 outbound references displayed

verified exact0
verified fuzzy7
unresolved74
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24f87cb7-68a0-4404-b3a5-af4d3c871b86 · outbound

This paper cites online" 'onlinestring :=.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe online" 'onlinestring :=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.285493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 3e8c67b4-fa42-44d5-bb84-7822ee48e47b · outbound

This paper cites write newline.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe write newline

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.356853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d1482371-39be-46e9-8d5b-f6c0e5e27282 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.281336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 48368030-c136-4966-af64-395dd58e75ab · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.269182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 58a348fd-4818-4ade-adc5-2e8924da3361 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.465655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f29103c2-8fb9-441a-aa5d-3f47c657114e · outbound

This paper cites Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, and Colin Raffel.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Cubuk, Alex Kurakin, Kihyuk Sohn, Han Zhang, and Colin Raffel

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.473049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e7abe67a-146c-4cd5-9513-107766f81a73 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.438175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e1671cb5-0b67-4f50-8ca6-aeb29c5bbe8e · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.452049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c71a63e8-f467-41cd-8a9b-aafbb25c9ab9 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.469149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 83c701d2-0ac7-4b9d-b449-5c2fc49375c2 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.480331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f0de5b6b-f82a-4d11-8876-6c26c097895d · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.491510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5e955ca3-d46f-482b-8dcd-87d1a7991b85 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.430964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b9f22c1a-66db-4c9e-9ef3-3bda6a3dda4e · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.458776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation caaecfb4-3d79-4fee-b468-abf78d16bdbe · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Gonzalez, Ion Stoica, and Eric P

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.477010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4d010cbb-7b4f-4bbe-bca9-ab85488a9eea · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.506179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c3ed17cc-2405-40ee-b935-04366cbb9615 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.423878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d3b6be7e-eadc-4f2a-a1c6-4a5f4380d7e5 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.487692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 8827f96a-b724-48b8-9113-35ef16d783a0 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.495010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 95120506-60c6-4eaf-96a1-af493bc43168 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.337546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation acb7697f-1503-4bcf-bc49-9a54b17ededb · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.289242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c8058a03-fb5a-4828-abbd-6c2fa11ee534 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.381171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d5b822dd-62d0-426a-82c8-11570829ce5a · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.518049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e921b6ae-bfff-4461-a768-cebfe8be00fa · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.528378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 635809a8-e0a5-4c03-8f58-c81f0dda1dad · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.273270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5c5bac20-9594-42ca-8669-6fa486ce9df4 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.410295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b353b8ee-abb5-4fc0-a6e2-c037dd516f68 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.420583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 528f991f-133b-4d60-8d5b-b324dae0f8eb · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.434656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4300858c-e55d-478d-bf67-ecb0639c5ac9 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.249689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 48e56ee5-8558-4001-9471-3cfc1d5bc65f · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.484161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 63ed034a-a5a4-49bb-a405-50afdd9aa4ad · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.391499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 34f4c554-4be5-4f48-8bb6-69c847efba7f · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.403010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a953ad44-84a1-4cf6-b135-7443de766717 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.320376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fdda4e6c-4ccd-45e8-bea7-6e47e91d1e21 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.260905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2a62d163-5dae-4ec8-bdcd-371cf4ad6683 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.406676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ee1a7cb6-4973-4f8b-9cd1-f1fa08f9e412 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.535506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e2d1e088-2a19-4ea7-ac7f-2d919fefffb4 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.352570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 203c668b-1ce4-4bd8-bb82-aa5eb85ea288 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.305276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7384595e-e882-490e-a040-1200ef8a7701 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.539136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b87cedce-25cb-4d48-ae5a-e1be3468ddfd · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.344888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c2da4a70-33e7-45c2-93a2-33d6c07b53e9 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.302150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5527c078-8ffe-4cea-9285-abe97776b502 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.399074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c68d0fdb-92e7-44df-a601-48e080767358 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.510029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 23907118-e17d-4f5e-8852-5710e76b0a21 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.360914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b6da3178-b4e0-4b83-9741-e9ab62710f66 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.256580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ab76f7c3-218b-42d2-838a-bfc445a780c7 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.309096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 34ae9628-7652-4092-8b63-69461b8f04e6 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.331982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d7303ac3-6c71-48f7-a280-79bff82e1a2c · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.364608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a0f8b97e-6939-4e38-b353-ca2e5e72bcda · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.441668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 415bc9dc-3a34-45c5-8152-a20d38b81eca · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.498860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b9204bef-7e72-4536-80b7-92102fd01565 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.413654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 04243e8a-c5f4-4d87-8b41-903d55177810 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.524757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b279a32c-ba71-45a9-9951-352e13751c63 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.277070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7790b431-8649-488a-bf2a-29cdf88b356e · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.341420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation bda74c4c-0dcd-4b7a-8953-256847f88042 · outbound

This paper cites Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, and Aldo Lipani.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, and Aldo Lipani

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.514071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 70c6956a-9251-4c92-965f-672e455e9eef · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.448684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4e564e21-9706-4c1c-a6bb-4916348acd54 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.387765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ac2f75d6-60d4-4cc6-87e2-e23e583ac15a · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.417030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5aa81183-e086-4c9e-bd9e-b51cfd30799f · outbound

This paper cites Hashimoto.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Hashimoto

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.253189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f6aad2f7-1553-4af6-869f-96208892e2ae · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.327906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0d8b539c-8f39-4df6-bcdb-d66b82fc54df · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.455442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 27c04fae-d1ce-46b0-9a13-fd46e426a6c9 · outbound

This paper cites Sirazam Monira, Wheemyung Shin, TaeChoong Chung, and Sung-Ho Bae.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Sirazam Monira, Wheemyung Shin, TaeChoong Chung, and Sung-Ho Bae

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T19:38:24.243372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation eba0d041-377a-445b-af67-aff37b06d246 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.239230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b0c31a51-3aae-4a70-82d0-12fa50252427 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.234992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2ec0e767-af0b-4e2b-98c9-330e191ced9b · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.230859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fe45d81c-5211-4277-9980-8be8f6e2e975 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.384459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 46ea8490-e840-4f05-a8c9-b8ffacd01d45 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.427725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d45b5505-7433-459a-a7bd-f892ef1af174 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.445057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e1dd4828-8d33-4146-a87f-24c53b2f669c · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.395267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 82030552-902d-4330-b5ea-1cb1177f936b · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.462117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 3e9f29a7-88c3-4237-bbae-114e81357295 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.265347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d0a5285e-2dc8-4591-9b68-644fdcd08510 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.532096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 98be2df9-996f-4f3e-ac05-00c8e6e11e7a · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.373113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ffe8ca2a-1d30-4992-bc3e-4a8a5022e41f · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.502463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 174a1232-258e-498b-8fe3-bcfee19bf341 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.377524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 87d70168-b665-4472-8318-1b5730f792ef · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.312971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4035c289-952f-439b-9973-ac398087ab8d · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.368912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 08d3b88a-36f2-4038-9f7c-51e24ac812d9 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.521451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e06dc0ec-72ba-4d73-b0f2-dfacc711b918 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.292954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f454c4d1-4898-4ff2-a6de-7669cfe27b59 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.297194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2736500f-ee8a-4918-a977-71dbaa8d2d49 · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.348611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f580f8f1-2c63-4a59-b183-d12c027b43ea · outbound

This paper cites an unresolved cited work.

SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-05-23T19:38:24.324229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation 57ac674e-0f8c-4bde-b703-35b02ca24c85 · inbound

A Brief Overview: On-Policy Self-Distillation In Large Language Models cites this paper.

A Brief Overview: On-Policy Self-Distillation In Large Language Models SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-20T09:08:10.009224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d9ff5cbd-2c8f-4c4e-8686-cd6e62844fac · inbound

A Brief Overview: On-Policy Self-Distillation In Large Language Models cites this paper.

A Brief Overview: On-Policy Self-Distillation In Large Language Models SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-05-22T09:54:46.847725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.