Paper Citation Record · LEDGER

Evaluating Morphological Alignment of Tokenizers in 70 Languages

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2507.06378.

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

pith.paper-citation-record.v1
2507.06378 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:10:44.626686Z

measured 23 of 23 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T12:35:36.132687Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T07:53:14.342913Z

Reference resolution

21 of 21 outbound references displayed

verified exact3
verified fuzzy7
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99facb24-8779-40cc-9272-8f92be6a9e56 · outbound

This paper cites Dobrovoljc, K.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Dobrovoljc, K

Reference 8

Resolution: verified exact; doi, observed 2026-08-06T19:10:45.008427Z

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 17400160-9dc4-4c75-a44c-71fe2c118723 · outbound

This paper cites MorphPiece : A Linguistic Tokenizer for Large Language Models.

Evaluating Morphological Alignment of Tokenizers in 70 Languages MorphPiece : A Linguistic Tokenizer for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.583977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee41e8b-5f5f-4a60-b147-84010c0f4b04 · outbound

This paper cites 10 Morphologically Aligned Tokenizers Kuzgun, A., Cesur, N., Yıldız, O.

Evaluating Morphological Alignment of Tokenizers in 70 Languages 10 Morphologically Aligned Tokenizers Kuzgun, A., Cesur, N., Yıldız, O

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:44.982432Z

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 47b6ba4b-a0b1-49b0-b324-19e35bd73174 · outbound

This paper cites Splintering Nonconcatenative Languages for Better Tokenization.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Splintering Nonconcatenative Languages for Better Tokenization

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:10:44.899774Z

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 15344899-d4d7-4c8d-9b4b-9715a6af31fa · outbound

This paper cites Few-shot Learning with Multilingual Language Models.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Few-shot Learning with Multilingual Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.592518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2af82489-e426-474b-9b4b-add6f41012a5 · outbound

This paper cites Ramasamy, L.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Ramasamy, L

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.605236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db59b49f-e578-4b24-9737-3a820adf9590 · outbound

This paper cites doi: 10.18653/v1/2024.emnlp-main.40.

Evaluating Morphological Alignment of Tokenizers in 70 Languages doi: 10.18653/v1/2024.emnlp-main.40

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.613425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8e74a9d-935b-479d-9af1-fa1757b31e0a · outbound

This paper cites Gemma 3 Technical Report.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Gemma 3 Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.617493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0a45b8-6dc0-44bf-93d2-cf726fcc6f37 · outbound

This paper cites eacl-srw.22.

Evaluating Morphological Alignment of Tokenizers in 70 Languages eacl-srw.22

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:44.937133Z

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 ef3c87bf-8898-4dfa-8302-9438a9e6ac1e · outbound

This paper cites Borges Völker, E., Wendt, M., Hennig, F., and Köhn, A.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Borges Völker, E., Wendt, M., Hennig, F., and Köhn, A

Reference 114

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.555377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d362997c-6107-4cec-b3e5-1f139737e058 · outbound

This paper cites emnlp-main.185/.

Evaluating Morphological Alignment of Tokenizers in 70 Languages emnlp-main.185/

Reference 185

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:44.968744Z

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 0fdc9741-1f54-4be5-86cb-ea6a5af49776 · outbound

This paper cites MorphBPE: A Morpho-Aware Tokenizer Bridging Linguistic Complexity for Efficient LLM Training Across Morphologies.

Evaluating Morphological Alignment of Tokenizers in 70 Languages MorphBPE: A Morpho-Aware Tokenizer Bridging Linguistic Complexity for Efficient LLM Training Across Morphologies

Reference 247

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.540347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a6992e-f805-4433-8460-cf02c29bfcb5 · outbound

This paper cites naacl-long.324/.

Evaluating Morphological Alignment of Tokenizers in 70 Languages naacl-long.324/

Reference 324

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:45.065612Z

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 f21c1709-61a3-46cb-89ef-50e06e8a40de · outbound

This paper cites findings-emnlp.414.

Evaluating Morphological Alignment of Tokenizers in 70 Languages findings-emnlp.414

Reference 414

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.559661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dead1354-a0ba-4c93-a7f8-ecf20eef8e74 · outbound

This paper cites emnlp-main.614/.

Evaluating Morphological Alignment of Tokenizers in 70 Languages emnlp-main.614/

Reference 614

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.534053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0b20976-16cb-410a-9495-ab3cbc7d1232 · outbound

This paper cites Rahman, M.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Rahman, M

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:44.956660Z

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 74fb5e77-ff37-4887-84c6-4c931725429f · outbound

This paper cites Greed is All You Need: An Evaluation of Tokenizer Inference Methods.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Greed is All You Need: An Evaluation of Tokenizer Inference Methods

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T19:10:44.621485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe62268-e8a5-40e5-8091-526d6f647277 · outbound

This paper cites tal-2.4/.

Evaluating Morphological Alignment of Tokenizers in 70 Languages tal-2.4/

Reference 2019

Resolution: verified exact; doi, observed 2026-08-06T19:10:44.995314Z

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 03179e49-fd8a-4ebd-bc6a-bf7ff9923dfe · outbound

This paper cites an unresolved cited work.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:10:45.052935Z

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 6b1823ff-fe11-4277-9884-0f59d8a051b5 · outbound

This paper cites 14 Morphologically Aligned Tokenizers A.

Evaluating Morphological Alignment of Tokenizers in 70 Languages 14 Morphologically Aligned Tokenizers A

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:44.924956Z

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 608d5f43-50f4-4746-9d9f-03d7389cb3cd · outbound

This paper cites Dione, C.

Evaluating Morphological Alignment of Tokenizers in 70 Languages Dione, C

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:10:45.029214Z

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.

Pith citing papers

Observation ad2f034a-285a-48a9-bbf6-95f13e00d9ce · inbound

Adapting Multilingual Embedding Models to Turkish via Cross-Lingual Tokenizer Surgery and Offline Distillation cites this paper.

Adapting Multilingual Embedding Models to Turkish via Cross-Lingual Tokenizer Surgery and Offline Distillation Evaluating Morphological Alignment of Tokenizers in 70 Languages

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:53:14.344272Z

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 25e74dd0-5cbd-4193-b046-8d0efe73c87e · inbound

MORFES: A Benchmark for Productive Inflectional Competence in Modern Greek cites this paper.

MORFES: A Benchmark for Productive Inflectional Competence in Modern Greek Evaluating Morphological Alignment of Tokenizers in 70 Languages

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-31T12:35:36.132687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.