Paper Citation Record · LEDGER

An Enhanced Text Compression Approach Using Transformer-based Language Models

As of 13 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2412.15250.

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

pith.paper-citation-record.v1
2412.15250 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:25:04.763989Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:32:03.943524Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T18:32:04.164727Z

Reference resolution

33 of 33 outbound references displayed

verified exact2
verified fuzzy18
unresolved13
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5231bccc-b1f9-4b15-85a7-08da5d7a0db1 · outbound

This paper cites Worldwide texting statistics.

An Enhanced Text Compression Approach Using Transformer-based Language Models Worldwide texting statistics

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.701828Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa9b9c2b-c9f9-4aee-801e-54f4406c9ad1 · outbound

This paper cites 100 document management statistics for the digital era.

An Enhanced Text Compression Approach Using Transformer-based Language Models 100 document management statistics for the digital era

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.676152Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a1b45d8-be71-49ac-ab71-2ed4bc3ef2fb · outbound

This paper cites Lzw data compression,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Lzw data compression,

Reference 3

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Observation 512ea604-bce7-45fb-a632-0d7d47ac26cf · outbound

This paper cites Dynamic huffman coding,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Dynamic huffman coding,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.605237Z

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Observation 18117085-aec1-438f-b39a-a7d03ca7dbb6 · outbound

This paper cites Crossword: A Semantic Approach to Data Compression via Masking.

An Enhanced Text Compression Approach Using Transformer-based Language Models Crossword: A Semantic Approach to Data Compression via Masking

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:25:05.153624Z

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Observation 07613fc6-cf37-4af1-bed2-54dae3617656 · outbound

This paper cites LLMZip: Lossless Text Compression using Large Language Models.

An Enhanced Text Compression Approach Using Transformer-based Language Models LLMZip: Lossless Text Compression using Large Language Models

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08fbe13-91ac-4a3b-bad7-ac5810aae2a4 · outbound

This paper cites Text compression-aided transformer encoding,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Text compression-aided transformer encoding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.584035Z

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Observation dfe1c965-012f-4a36-afb4-6e3b27fe344a · outbound

This paper cites Explicit sentence compression for neural machine translation,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Explicit sentence compression for neural machine translation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.558839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4c6e8ecc-1097-4a0a-835d-c7e82e222e44 · outbound

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

An Enhanced Text Compression Approach Using Transformer-based Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5801aa15-89a5-4767-b120-58d43794e352 · outbound

This paper cites In-context Autoencoder for Context Compression in a Large Language Model.

An Enhanced Text Compression Approach Using Transformer-based Language Models In-context Autoencoder for Context Compression in a Large Language Model

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:25:04.595111Z

Source-reported events for the cited work

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Observation 9ceb1c93-5484-4b37-9332-ba4fa825d4df · outbound

This paper cites Trace: A fast transformer- based general-purpose lossless compressor,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Trace: A fast transformer- based general-purpose lossless compressor,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.534598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 12f35475-5220-4b10-80d6-3b8a818eec82 · outbound

This paper cites Approximating Human-Like Few-shot Learning with GPT-based Compression.

An Enhanced Text Compression Approach Using Transformer-based Language Models Approximating Human-Like Few-shot Learning with GPT-based Compression

Reference 12

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Source-reported events for the cited work

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Observation e87e6356-1fa1-40da-8087-46aea4c85140 · outbound

This paper cites Lossless Acceleration for Seq2seq Generation with Aggressive Decoding.

An Enhanced Text Compression Approach Using Transformer-based Language Models Lossless Acceleration for Seq2seq Generation with Aggressive Decoding

Reference 13

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Source-reported events for the cited work

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Observation f66c954e-245a-4001-b03f-6195cc56ea94 · outbound

This paper cites Llama: Open and efficient foundation language models,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Llama: Open and efficient foundation language models,

Reference 14

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Source-reported events for the cited work

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Observation c0150cc9-702e-4f2f-80de-d2e6ca584546 · outbound

This paper cites Tokenization Is More Than Compression.

An Enhanced Text Compression Approach Using Transformer-based Language Models Tokenization Is More Than Compression

Reference 15

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Source-reported events for the cited work

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Observation 4e41740f-c527-4954-ab9c-dee8388a6573 · outbound

This paper cites DeepZip: Lossless Data Compression using Recurrent Neural Networks.

An Enhanced Text Compression Approach Using Transformer-based Language Models DeepZip: Lossless Data Compression using Recurrent Neural Networks

Reference 16

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Source-reported events for the cited work

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Observation 4c6e9a4f-5750-4ee7-baf1-337610227068 · outbound

This paper cites Bangla social media cyberbullying detection using deep learning,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Bangla social media cyberbullying detection using deep learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.493740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 450c28af-fa72-4e28-9f3a-d8f4ff9b2fa0 · outbound

This paper cites TexShape: Information Theoretic Sentence Embedding for Language Models.

An Enhanced Text Compression Approach Using Transformer-based Language Models TexShape: Information Theoretic Sentence Embedding for Language Models

Reference 18

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Source-reported events for the cited work

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Observation 45dc5f14-c6bf-49cc-ba70-afb5e88f2920 · outbound

This paper cites Dc-graph: A chunk optimization model based on document classification and graph learning,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Dc-graph: A chunk optimization model based on document classification and graph learning,

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0412218-b649-4596-b541-160ae24a3f58 · outbound

This paper cites Natural-language text compression using reverse multi-delimiter codes,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Natural-language text compression using reverse multi-delimiter codes,

Reference 20

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Observation 0be00aff-52a0-46b0-9a1b-fb7e272c86fc · outbound

This paper cites Graph Neural Network and NER-Based Text Summarization.

An Enhanced Text Compression Approach Using Transformer-based Language Models Graph Neural Network and NER-Based Text Summarization

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:25:04.871171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a82f85a2-19fd-4404-bafe-b7ab79537a1e · outbound

This paper cites A new method for short text compres- sion,.

An Enhanced Text Compression Approach Using Transformer-based Language Models A new method for short text compres- sion,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.420048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8e996378-81c4-41d6-9cfe-ca4534f2899e · outbound

This paper cites Attention is all you need,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Attention is all you need,

Reference 23

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Observation 705260d5-b04d-4eff-80ff-df2da3f2963e · outbound

This paper cites Findings of the 2014 workshop on statistical machine translation,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Findings of the 2014 workshop on statistical machine translation,

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 686ad78e-9acb-44b8-8eaa-7b854c6e9ce9 · outbound

This paper cites Aligning books and movies: Towards story-like visual explanations by watching movies and reading books,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Aligning books and movies: Towards story-like visual explanations by watching movies and reading books,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.349463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5d1a0777-24be-49b5-927c-ce00d6dca7bd · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 26

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Source-reported events for the cited work

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Observation e2ae2bc2-3a22-4c17-a766-1ca60a094f35 · outbound

This paper cites Bertscore: Evaluating text generation with bert,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Bertscore: Evaluating text generation with bert,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.304730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b0519580-6daf-44fd-a54d-f212b1d8ff1d · outbound

This paper cites A call for clarity in reporting BLEU scores,.

An Enhanced Text Compression Approach Using Transformer-based Language Models A call for clarity in reporting BLEU scores,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:25:05.279378Z

Source-reported events for the cited work

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Observation fc756023-c98f-4142-8015-9c46d9f32c1e · outbound

This paper cites Gzip file format specification version 4.3,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Gzip file format specification version 4.3,

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92ad27f6-ad74-4ccd-81a4-1215ee8277a0 · outbound

This paper cites Zlib compressed data format specification version 3.3,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Zlib compressed data format specification version 3.3,

Reference 30

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Observation ff0b96e9-c69a-4572-b374-5ee8606ad943 · outbound

This paper cites Arithmetic coding for data compression,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Arithmetic coding for data compression,

Reference 31

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This paper cites Advancing bangla punctuation restoration by a monolin- gual transformer-based method and a large-scale corpus,.

An Enhanced Text Compression Approach Using Transformer-based Language Models Advancing bangla punctuation restoration by a monolin- gual transformer-based method and a large-scale corpus,

Reference 32

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Observation 5f36440c-a747-4bc0-a8b0-faf9f3197f6c · outbound

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An Enhanced Text Compression Approach Using Transformer-based Language Models Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:25:05.653238Z

Source-reported events for the cited work

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Pith citing papers

Observation 6737fb76-44a1-4362-a6b7-5d0f4491732e · inbound

M+: Extending MemoryLLM with Scalable Long-Term Memory cites this paper.

M+: Extending MemoryLLM with Scalable Long-Term Memory An Enhanced Text Compression Approach Using Transformer-based Language Models

Reference 2020

Resolution: verified exact; local_arxiv, observed 2026-08-09T18:32:04.170039Z

Source-reported events for the cited work

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