Paper Citation Record · LEDGER

Is There a Case for Conversation Optimized Tokenizers in Large Language Models?

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2506.18674.

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

pith.paper-citation-record.v1
2506.18674 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:19:15.885007Z

measured 14 of 14 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

14 of 14 outbound references displayed

verified exact0
verified fuzzy7
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 725f6711-9b46-4f34-b203-63df23ab2765 · outbound

This paper cites https://allenai.org/.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? https://allenai.org/

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:17.302133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 95586cea-cfea-4675-9341-53c8a8900702 · outbound

This paper cites Accessed: 2024-06-08.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? Accessed: 2024-06-08

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:17.076164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed8f7381-cfaf-4990-9304-42eb9b4ac645 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:14.869810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8b2201-94f5-481a-b4fd-b4565cd64973 · outbound

This paper cites https://huggingface.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? https://huggingface

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:16.429621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bd3b149-c04f-4bea-a3c6-e77e24d1dd7c · outbound

This paper cites How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:15.359114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2288a8-c6bb-474d-80dc-8905e470c649 · outbound

This paper cites Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:15.550305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6552b5f-5d64-46e9-9c13-6d3acd288c70 · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:15.802586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da335835-1b20-4270-b1cf-b13241b3ddce · outbound

This paper cites LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:15.885007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4341cc1e-cde5-4471-a04b-606ce150088b · outbound

This paper cites Neural Machine Translation with Byte-Level Subwords.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? Neural Machine Translation with Byte-Level Subwords

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:15.667006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04343bb5-875a-4885-925b-9b6921216121 · outbound

This paper cites https://pile.eleuther.ai/.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? https://pile.eleuther.ai/

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:16.814416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4f9ba5f-e3f0-4321-a224-fd5e3daa375c · outbound

This paper cites Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T23:19:15.192201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be4c696a-12d2-40ed-935d-ebe6b5a460a2 · outbound

This paper cites In 2023 IEEE High Performance Extreme Computing Conference (HPEC), pages 1–9.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? In 2023 IEEE High Performance Extreme Computing Conference (HPEC), pages 1–9

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:16.191426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72344704-6d8c-46f2-b5e6-1b11d0c1550e · outbound

This paper cites Associa- tion for Computational Linguistics.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? Associa- tion for Computational Linguistics

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:17.538945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d8ac7d09-d05a-4675-9bc9-932cf9f107f6 · outbound

This paper cites https://www.demandsage.com/chatbot-statistics/.

Is There a Case for Conversation Optimized Tokenizers in Large Language Models? https://www.demandsage.com/chatbot-statistics/

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:19:16.614492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.