Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T01:53:59.290098Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 100 of 106 outbound references and 1 inbound Pith citation observation for arXiv:2511.01202.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T01:53:59.290098Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:17:24.873091Z
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 106 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1fb5a7a1-b555-476a-9767-aa5b8c95470f · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A mathematical theory of communication
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c466089a-7f63-4c52-8cf7-37c2b102f819 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Recent contributions to the mathematical theory of communications
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 94d56e54-d63a-4e2f-bc4c-98a1c9f0d9d0 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Empiricism, semantics, and ontology
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9964e3f9-1974-4d87-8e10-869f0daa8f31 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs An outline of a theory of semantic information
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 108d101b-7e6e-462a-9107-67eb3ea4ab77 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Semantic information
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29a278b7-c574-4678-a04a-7825a359a5fc · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Carnap,Meaning and Necessity: A Study in Semantics and Modal Logic, 2nd ed
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a8fa223e-023d-4c02-9f97-a5314c5e07c7 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Burgin,Theory of Information: Fundamentality, Diversity and Unification
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9cdd6d94-646d-4040-942a-19028ecc38aa · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Floridi, Ed.,The Routledge Handbook of Philosophy of Information
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bc1a43ec-d9cc-4821-9cf5-c3cd14d94df6 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A formal theory of inductive inference - Part 1
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6e0462dd-473b-4331-9e13-756595c0fdb3 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A formal theory of inductive inference - Part 2
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c90bdb97-1abc-4796-afd2-ba394531c782 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs The discovery of algorithmic probability
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 04350a90-5340-45a1-8b47-3adcee56f155 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Three approaches to the quantitative definition of information
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 09e479ff-bfa3-4489-86f4-7bf1e9609f7b · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Logical basis for information theory and probability theory
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 055446d1-1cbd-4e11-946d-cdc2cf41ba27 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Hutter,Universal Artificial Intelligence: Sequential Decisions Based on Algorithmic Probability
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad1bf95a-fa68-496c-b414-c4f6b62ca382 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation de7be1ba-92e1-4d22-9e77-701d431c545b · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Cover and J
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45bb9889-5db6-4861-b1d7-9ffe0cfdd313 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs On variational bounds of mutual information
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06fa24f5-d4c2-4146-8e75-a41d61340496 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs The bitter lesson
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 50d0cc82-2e57-491a-8041-bac3bf4c616d · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A new method of recording and searching information
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e8dd9a38-c5dd-4cfa-af8a-56c7acd1c34e · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A vector space model for automatic indexing
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a2405a4a-9f09-46ce-87dc-6f1afe7e3626 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A neural probabilistic language model
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d7453a6c-e71d-498c-8047-3b3889a32a2a · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Efficient Estimation of Word Representations in Vector Space
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6cfca85d-5ab6-4b2e-a9a2-40f72ce7270c · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Distributed representations of words and phrases and their compositionality
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7aadaff9-0059-4971-bdc0-62e7954fffca · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs GloVe: Global vectors for word representation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e0c511a4-4532-4db7-a5ca-8749bee6efce · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Enriching word vectors with subword information
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 654f567d-bd44-4f26-9626-0544b95e722b · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Deep contextualized word representations
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5da9ac9c-f266-43ec-a5c5-a3197fd88d1a · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Jurafsky and J
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d210bb9b-51ea-4a28-a237-0a031065f437 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Attention is all you need
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df428459-d8ed-4a97-947b-8361883cbfc1 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Improving language understanding by generative pre- training
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 90779b57-0435-435a-a1c3-4df186efeebd · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Language models are unsupervised multitask learners
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 66185392-a011-422e-b214-de9fe6f4e8fc · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Language models are few-shot learners
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9de6d2e1-a999-463c-a02d-d76f9f8580be · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Training language models to follow instructions with human feedback
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation facb04ab-b242-422d-86c9-fd174d08270d · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 013b720e-59af-4e57-81b3-d55fc8ddc61d · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs DeepSeek-V3.2-Exp: Boosting long-context efficiency with DeepSeek sparse attention
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 65dba637-570e-42e9-86e7-df640acd6ad1 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Polyanskiy and Y
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2084d94f-ae00-460a-bd3c-0f81d8d8e1c5 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Opening the Black Box of Deep Neural Networks via Information
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 650dab92-d96b-4814-9306-a1d1dbaf3647 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs From tokens to thoughts: How LLMs and humans trade compression for meaning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a531652b-896d-4812-92ce-3734d387188d · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Toward textual transform coding
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 577ecbf4-6a35-4f22-9601-594644749a3a · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Rate-distortion-perception trade-off in information theory, generative models, and intelligent communications
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d41bb5c6-5308-451b-b7c0-1d637ca95938 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A mathematical perspective on Transformers
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e17696ab-de48-4547-b688-e44e2eea748c · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Rodrigues and Y
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 07d2a195-65fe-46da-8aab-91198451f80e · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Causality, feedback and directed information
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f8fa02a8-0f61-462a-87f7-920f57a64f92 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Berger,Rate Distortion Theory: A Mathematical Basis for Data Compression
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1e945590-7a60-4fe1-8ec3-f50b4ad9e5c2 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Sutton and A
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 48588177-b1de-4eb6-8c97-7c9e54486caf · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Testing for causality: A personal viewpoint
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9d339687-8ed1-4b29-8fad-6fe7f27b2dbc · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Gromov,Metric Structures for Riemannian and Non-Riemannian Spaces
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 64dc12f4-85e2-4418-95c8-858ed4e6579c · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Villani,Optimal Transport: Old and New
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e7969dd8-0206-41ac-9485-c648a7afdec4 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Representation Learning with Contrastive Predictive Coding
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b64cd8af-1aa8-48e0-bdd7-880d92c77b32 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Text and Code Embeddings by Contrastive Pre-Training
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 02b62ae0-4da1-4a6c-88ab-285a761498ad · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Lütkepohl,New Introduction to Multiple Time Series Analysis
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cf30549b-04bf-4279-9567-9b0958923618 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Graphical models, exponential families, and variational inference
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 87421cf6-5611-4205-bbe3-09aa613b35d7 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Mohri, A
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3c5f00e9-e3a8-4f04-827a-82c1e280d1f8 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs The space of interactions in neural network models
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d55c0a3f-2439-4ec0-8fa3-67057cf6e0e8 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Optimal storage properties of neural network models
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c70d8c61-00b8-4d3e-b6ba-469a38baa70e · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Three unfinished works on the optimal storage capacity of networks
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 40d1c403-566d-45d2-a0ab-f0809771e107 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 89f10a41-442a-4843-b0c1-442a1b715dda · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 480f232c-d804-404c-95b2-f98edc105b1e · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Large Language Diffusion Models
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1dbf6c30-3e27-42f0-bccf-e29a97c7b018 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Computation of channel capacity and rate-distortion functions
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 43af1f5c-471e-45fb-bd5b-acd95729fbea · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs An algorithm for computing the capacity of arbitrary discrete memoryless channels
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 80adfb29-9b04-4c46-94d1-f71a0aa92cb5 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A Communication Optimal Transport Approach to the Computation of Rate Distortion Functions
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 111be61c-9f75-47ac-982c-ac82a26cb207 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A Constrained BA Algorithm for Rate-Distortion and Distortion-Rate Functions
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 97f0fec0-168f-4e8c-9f1e-a5273d6387ce · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Computation of rate-distortion-perception functions with Wasserstein barycenter
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f61e23a-b58c-4a4c-af95-4eefaaa5af6b · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Directed information for channels with feedback
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9923cec1-85ee-44cd-a67b-a60b781597e7 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs General formulation of Shannon’s main theorem in information theory
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 20e37ab0-af3a-49ab-8604-360c83ab4d14 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Extension of the Blahut-Arimoto algorithm for maximizing directed information
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 372de6c3-8c8e-42a0-b981-3b1fb89b9c51 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs MINE: Mutual Information Neural Estimation
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3043431f-cf5e-4c76-b083-9b4881adcc6d · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Neural estimation and optimization of directed information over continuous spaces
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fa2fc163-a6fa-4aeb-a5f4-7d6aebf7ef94 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Asymptotische abschätzungen in Shannon’s informationstheorie
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bce1cf5d-471a-4c4c-987b-20fad121059e · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs The relation between Granger causality and directed information theory: A review
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b34dea66-c955-4a6c-afc3-3467ca5a1252 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Measuring information transfer
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4ff716c8-95e8-4878-9685-64a7562861dd · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Granger causality and transfer entropy are equivalent for Gaussian variables
Reference 72
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Observation 777d1e71-6887-4ff0-a086-6780a3f11692 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Transfer entropy
Reference 73
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Observation 0da84beb-4765-4270-ad77-f82dc2c30678 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Pearl,Causality: Models, Reasoning, and Inference, 2nd ed
Reference 74
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Observation 5b78a1bf-35b3-4f03-8e97-9886c71bee1f · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Shannon Information and Kolmogorov Complexity
Reference 75
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Observation 3cdb68d7-39f5-428c-a521-035e995c22a1 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Amari,Information Geometry and Its Applications, Tokyo, Japan: Springer
Reference 76
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Observation c6fc17b3-59c7-4386-ae59-b55f3f844f76 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Optimizing neural networks with Kronecker-factored approximate curvature
Reference 77
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Observation b3b596c6-2137-4afb-8d62-9607e9f2b87c · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Reference 78
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Observation 36cabea1-511a-4987-bde6-2f3a5523d1ff · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs On tail probabilities for martingales
Reference 79
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Observation 55f46537-359f-4e10-806c-f71099878ae6 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Williams,Probability with Martingales
Reference 80
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Observation 89a5ccb3-ee6d-4ec3-9e2f-0ec68b964feb · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Gromov-Wasserstein alignment of word embedding spaces
Reference 81
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Observation e3e2215a-07e5-4232-a328-e9e3da357c38 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Lapidoth,A Foundation in Digital Communication
Reference 82
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Observation 97a41092-bd0e-4162-872a-7f1802c3ac4a · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs An introduction to latent semantic analysis
Reference 83
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Observation aaef066e-fdb3-40b7-85bb-d266db7c37b3 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Extensions of Lipschitz maps into Banach spaces
Reference 84
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Observation b8158180-7326-422b-a9ca-5304673cb7c8 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Foucart and H
Reference 85
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Observation e1e54d1f-0214-4dcc-ad36-8ec78dcdeb2f · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs New and improved Johnson-Lindenstrauss embeddings via the restricted isometry property
Reference 86
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Observation a6057587-97b1-467a-95ef-03aa2f6b06ba · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Predictive coding - Part 1
Reference 87
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Observation c0d0b38e-e6e2-41c8-b987-2d2e4fc3d50c · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Predictive coding - Part 2
Reference 88
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Observation 391734c9-3b14-4712-affc-a6368ba65bcd · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Jaynes,Probability Theory: The Logic of Science
Reference 89
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Observation c996d3e8-df49-4b96-b532-7b1611f231c4 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Talagrand,Mean Field Models for Spin Glasses - Vol
Reference 90
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Observation d22218c7-1358-4f18-85c4-776e51cf2010 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Talagrand,Mean Field Models for Spin Glasses - Vol
Reference 91
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Observation 0d5bbfde-129c-4c65-a653-b2e1a92f6891 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A learning algorithm for Boltzmann machines
Reference 92
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Observation a6a0569b-3182-43ab-806b-1c817c360574 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs A practical guide to training restricted Boltzmann machines
Reference 93
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Observation 0293238e-8cba-46d5-9556-e866856ff9ef · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Structured Attention Networks
Reference 94
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Observation 8c993054-8996-471e-aa95-8fe47c311ded · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Mézard, G
Reference 95
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Observation 1b264f85-3b19-4cbc-97c1-96e49af9aab5 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Mézard and A
Reference 96
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Observation 9c56958b-0195-4714-8122-8eed27335e5e · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Neural networks and physical systems with emergent collective computational abilities
Reference 97
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Observation c01722f0-6383-40ed-9dee-e4327a7750a1 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Hopfield Networks is All You Need
Reference 98
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Observation 4e6db65c-722e-431c-98c8-3f492389c988 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory
Reference 99
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Observation e2d956c8-448d-4553-96c8-5e7311a14174 · outbound
Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs Asymptotic evaluation of certain markov process expectations for large time, IV
Reference 100
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Observation 8eeceaa1-36d7-42df-a73f-5c7ea191d469 · inbound
Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs
Reference 6
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