Pith. sign in

Paper Citation Record · LEDGER

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.06632.

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

pith.paper-citation-record.v1
2608.06632 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:16:37.699156Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

36 of 36 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation beffe540-9c7c-4299-8b8d-0dc1eed755d0 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.300185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.537477Z digest=sha256:6442c78696b4d731b27e6f11e432edaa0ba2ac9afc4d22753b033041e03ddfa8

Observation a53ad064-ebfb-4b6b-a452-9407fd9d6f60 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.285805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.543364Z digest=sha256:fbebf3e9edcee30b70acb2fd9b8690f81bb74e173b35d00124b87e179d08d429

Observation e4fd84f9-45ff-4eb1-81e3-af038335c7f6 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.547997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.547997Z digest=sha256:e092c94efd903df690f0b345027011370135fa43649348e269486d96a006e600

Observation 30f3cde2-cf3d-4cc6-98ff-1dadeebe3948 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.556872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.556872Z digest=sha256:9c4a22873449eda9135bb30d8dd595a124ffa941583171bc33ead0668c522bcb

Observation d7126f00-5d9f-4b42-a266-02aeb8d9914f · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.242750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.561422Z digest=sha256:2660d9a9a673ad6a4f8afd3e8a92a8bdb28e6dee695b4455e7e2c7d1ab6d5234

Observation 27488a1e-7f5c-43cf-b868-3fd6445b3e1b · outbound

This paper cites Recommender Systems in the Era of Large Language Models (LLMs).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Recommender Systems in the Era of Large Language Models (LLMs)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.566186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.566186Z digest=sha256:aad61d4cc3df20992790ccb675fc41d593f60fa693b86034140f00eb8489c901

Observation 8c108cea-5306-4c38-999f-042ba032fb7c · outbound

This paper cites A Large Language Model Enhanced Conversational Recommender System.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Large Language Model Enhanced Conversational Recommender System

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.571391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.571391Z digest=sha256:13362f5a3e51d740e1544bb3c1bd43af6c856ef8c7e9657fbada593c1608b5ad

Observation 4477c891-8e66-4463-8af1-89977b729051 · outbound

This paper cites Leveraging Large Language Models in Conversational Recommender Systems.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Leveraging Large Language Models in Conversational Recommender Systems

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.576942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.576942Z digest=sha256:754eb20d7cb0335ef63e8b258d170ec9bc6dabca9245a05438133a19a7e23367

Observation f76d313b-61f5-47bb-bdb9-58ab3044fc9f · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.227804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.581622Z digest=sha256:c3b85ff7f4b9aff3d339ad6fea3db62f13a25c143d3b0988e3b9926e19963f44

Observation 5145f849-8bf5-4805-88f3-8d6ff4ec69f1 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.212225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.586164Z digest=sha256:d0385c2fc6a9974fa407a720c8da536ded5dc183933f6704b35c4f4c01b0c81c

Observation a5c30e58-fbd4-4ff5-9a47-513c00867c70 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.197576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.590787Z digest=sha256:fbddd2afda7ceb46b7a22d85a50253aa44ececaab85ddba31737964c47e17890

Observation bf36143c-1ddb-4009-b88e-1d7f0bc99040 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.183421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.596385Z digest=sha256:b89deac27f56e7993ba68149de1a1be045358c63f1903ab286d248c426b418f9

Observation 879ebf58-6727-4d9a-8c94-54f8e6bcd91e · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.167908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.602083Z digest=sha256:0b7da28dc9edda292bb63478d5e4e80c8d699f9b3f5ed3bdc52a36f9a91565ce

Observation 4113f060-ac64-48dc-ac40-b0c2537cf46c · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.154381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.606570Z digest=sha256:d21ae8105a2fb5a0336ac137f7f203bfa6f89c8a194956479b26c23ef7b6c194

Observation 37829f0d-cb2a-44b0-958b-e8440e6d1c22 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.610991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.610991Z digest=sha256:1a59761e9aab1a8f9033b6daa9858f5298fa1fbc7c45ea33b77af9be02ee858b

Observation a4901b37-42af-4530-a462-fd3e86301bf5 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.132070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.615492Z digest=sha256:654ab1d31040b27b2e6d419f96095e1cc7fe84bd25bc6b56bce7b411e8193f2b

Observation e739c6b4-da00-49a1-a654-036046724fa2 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.118047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.620632Z digest=sha256:b9515475cfe0c2ec03730d778b0697d04d576f849619d4b1b2e457ff1dbd452b

Observation 8b3197d1-434e-4872-a245-55765dbf2683 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.103780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.625010Z digest=sha256:fd6c6f9910949189d1fc9b83dd8bbc4840555a65a36610bf2b4e7396986a85b1

Observation 198ef76b-fad9-4456-acdf-2dc88cca0729 · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.629246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.629246Z digest=sha256:958c3dcb2e2e07b86f15a4a2f8ec32ca123ed10c1ac09f53505d7a760bbf7d4a

Observation dd3ffa04-ad1c-4475-92a1-b81d1baa6cc9 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.634297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.634297Z digest=sha256:b69d0322e2b445a24b2863651d2da78c69d97d8cdb9577ae67c3e239ef6cda20

Observation f08df073-dc5c-4b7b-9239-2fdf3e0980ad · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.080073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.638737Z digest=sha256:9c19babedc41fecc5492bedecbbf8bf585438228541ad7f8a99c21e9331d64ee

Observation 1e05f0f9-7664-4e83-83de-612bbcb88526 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.647609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.647609Z digest=sha256:c36da44690757fe736ddbfdd5330bac6b4ae743d1c677fcd5a653042ea96d485

Observation 6b7cafbc-887d-41ce-bc10-ccca5827ffa9 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:38.039759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.651887Z digest=sha256:0dc27e0164482cd05e358dfb3ec7dbdfe4f6452e667b19c1fdf3bb5dc2d2d851

Observation cc034dff-e392-4fc5-b9d0-d1a6277b5cfd · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.656152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.656152Z digest=sha256:02c6811e5539230fcc59482f64cb29c9b97d23b215ea71b1dfd0e856a7d59e1a

Observation 126a38b0-a187-4187-a8d7-5e25dc7b60d4 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.665026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.665026Z digest=sha256:36c736183f30d22002d2ce75cf5f6c7f5b52734421c6e70cfe16db0b0e51e417

Observation 0c0419ec-a758-412b-822a-535d83ab7d78 · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.674726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.674726Z digest=sha256:fefc0a20febe05cc7678102a072be92db65b5cc06d69fe1000266e6468a3fcec

Observation 752e2809-77aa-4530-a999-77f08e30e498 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:37.988481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.679244Z digest=sha256:f5dbb6abcbaafa77b4c8328c8694d2ee3e42d149e5ff46dcdd4a3b6057653953

Observation 548972d5-8201-4788-a0e3-b235d662a481 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:37.974072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.683217Z digest=sha256:3d5d94784c7cea9a2c5faa5386b00948fdbf671770bbc5d95c702ae9af6f0c8c

Observation ebcd711e-f2bc-4aa8-b41f-3bf8c27f8533 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Survey on Large Language Models for Recommendation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.687138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.687138Z digest=sha256:c01decaf5bc0b3b84cac0c0a8292138aaf2221bd2eda7e06137dddafb55b21c3

Observation 5925cac4-d680-4a36-8eb6-519a8b039004 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.691303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.691303Z digest=sha256:b9c2f2e9863692bec377843226b72717614484e161b6f0c81feaa0ae6d361ee6

Observation dc39617b-1724-4d00-a424-68088847b3b0 · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.695193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.695193Z digest=sha256:7e41b4bce2423eb6b6b3a70e5b5057bc8ace8d6a3b5f6cf4a4e655a8602c64f0

Observation d11fb755-ec50-4c48-a537-b9046343ad8e · outbound

This paper cites an unresolved cited work.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:16:37.950104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.699156Z digest=sha256:a7d3dba65cc7c3b58d84bef283722feecc29ee25f5d37594899911c3290b39b7

Observation 2d4cdcb5-4464-45a0-ae91-3409a495a966 · outbound

This paper cites InProceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation InProceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI)

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.660665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.660665Z digest=sha256:2c30f951949817c2d588ccfd66e682bcd4c23e032311e302c8aa95ef72bfcddc

Observation 160983ee-0587-4816-a54c-69ec25c133ac · outbound

This paper cites InProceedings of the 1st Workshop on Deep Learning for Recommender Systems.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation InProceedings of the 1st Workshop on Deep Learning for Recommender Systems

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.552346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.552346Z digest=sha256:81f3140d238a405233823283be38b745bb83d4454a50fcab422b0703c7eb8571

Observation 051bed76-0005-464c-9424-272bbedd942f · outbound

This paper cites InProceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation InProceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM)

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-10T04:16:37.670161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:16:37.670161Z digest=sha256:d640a79364048a17c099daa248e7268f858c13f2ed0683972ec78b4929bf4d18

Observation 2fc0f50d-ec19-45e4-99de-254db1ab4a64 · outbound

This paper cites Nature Communications(2026).

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation Nature Communications(2026)

Reference 2026

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:16:38.065068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T04:16:37.643302Z digest=sha256:08c73f6bb3fe20633f3186c41e068a26f122ac1dc4208d9fded89aebdd66e9c0

Pith citing papers

No inbound Pith citation observations are available.