Paper Citation Record · LEDGER

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems

As of 22 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2505.11388.

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

pith.paper-citation-record.v1
2505.11388 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:58:10.321240Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

27 of 27 outbound references displayed

verified exact1
verified fuzzy1
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b4e96bc-1424-402d-8021-da1f46ed89e6 · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.201780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dec4497-8977-42ba-9b0c-95789af9a4cb · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.210676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08b60d8e-0e95-4a91-b8e1-ddd8ab9dbb7d · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.215138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b2cdf55-1560-439b-9860-2a20a699a141 · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-15T20:58:10.359244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 833bb8ce-b330-47d2-80e7-ad2120bb203c · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.219320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aedcb0b-527a-4d7a-8ad8-cef7bac06d23 · outbound

This paper cites Post-Training 4-bit Quantization on Embedding Tables.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Post-Training 4-bit Quantization on Embedding Tables

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.233293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad8ee3bc-2bea-4c47-87a3-4d022fc2c03e · outbound

This paper cites Scaling and evaluating sparse autoencoders.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Scaling and evaluating sparse autoencoders

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.228597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff8c6637-b9b1-45a0-94d8-786784af7ccf · outbound

This paper cites Matryoshka Representation Learning.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Matryoshka Representation Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.241980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20923b90-f9b5-41fe-a92d-9635d5eee38f · outbound

This paper cites Adam: A Method for Stochastic Optimization.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Adam: A Method for Stochastic Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.237491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a129c7-7720-46e4-9db8-84eb59ab468d · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:58:10.756179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff2a5dcd-f2d7-4713-a95d-192cc1a38e5c · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:58:10.769079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3431a073-388a-4c4d-bfc4-85925d0cae9d · outbound

This paper cites k-Sparse Autoencoders.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems k-Sparse Autoencoders

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.258459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34806373-5fa6-49f7-840a-926375941e17 · outbound

This paper cites Monolith: Real Time Recommendation System With Collisionless Embedding Table.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Monolith: Real Time Recommendation System With Collisionless Embedding Table

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.254066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33cec9db-d465-4d46-82bc-07df8f834c4e · outbound

This paper cites Morris, Brandon Duderstadt, and Andriy Mulyar.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Morris, Brandon Duderstadt, and Andriy Mulyar

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.272857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c05ca56-f68a-4d5f-af9b-622001d71ccf · outbound

This paper cites Malkov and D.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Malkov and D

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.263959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19b94e1-cb8f-496a-a37a-40e02ff75beb · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.291052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd5c8839-3411-4a3a-a114-2a96a67396e1 · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:58:10.694538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff4a2402-f90a-4ef4-956f-0d724512cf8d · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.301227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4b5a17-e754-4669-a765-522d8ccc66df · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:58:10.717963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d4ed147a-4f67-41c7-a8d4-5adf7e24f43e · outbound

This paper cites In Proceedings of the 18th ACM Conference on Recommender Systems (Bari, Italy) (RecSys ’24).

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems In Proceedings of the 18th ACM Conference on Recommender Systems (Bari, Italy) (RecSys ’24)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.286776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c192f0-0f11-443b-b03b-f39f6cb76c4f · outbound

This paper cites Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.321240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ece7991-e31c-4c27-9cc2-7026fbbd4d65 · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:58:10.677752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e342e9a-199a-4818-958c-da32325e4238 · outbound

This paper cites Transformer Circuits Thread.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Transformer Circuits Thread

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:58:10.664821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dd079e8e-5605-4819-9a1f-d2faf2a4c7c0 · outbound

This paper cites Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan J.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.316555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db1b4dcf-444d-4925-9587-4128d62ed2a7 · outbound

This paper cites an unresolved cited work.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Unresolved cited work

Reference 836

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.268359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa567485-7b91-424b-bc62-b1d7c672918e · outbound

This paper cites Transformer Circuits Thread 2 (2023).

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Transformer Circuits Thread 2 (2023)

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.206306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8bbeb9a-4ebb-457d-a889-6b3de7588d6b · outbound

This paper cites Nomic Embed: Training a Reproducible Long Context Text Embedder.

The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems Nomic Embed: Training a Reproducible Long Context Text Embedder

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T20:58:10.277293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.