Paper Citation Record · LEDGER

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation

As of 13 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2411.19352.

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

pith.paper-citation-record.v1
2411.19352 v2

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:20:46.914625Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:56:38.766930Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

verified exact1
verified fuzzy1
unresolved59
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c315c21f-54db-49de-a71d-6b763fd6e1d0 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.873415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcb33594-64ff-44fe-9900-87280a82610a · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.858654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5e5fb5e0-701c-40c4-af3a-d509ec95bb0e · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.843129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6858055f-3ed3-4191-9a19-1a226eca333a · outbound

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

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Leveraging Large Language Models in Conversational Recommender Systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.640509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5dec014-9e52-4d37-979e-538df6ea2328 · outbound

This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation SimCSE: Simple Contrastive Learning of Sentence Embeddings

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.645846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04acc6b6-e636-4ae1-bece-c12c1e3be458 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.824483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 98ea10ff-d06f-4993-b932-9c37e23036bb · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.809352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0f909c50-4b88-44b0-ab23-c73825ab6d9f · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.793087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bdcf33ee-de97-4d22-8833-517469befc76 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.778208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f7565a81-fd58-44f7-a50d-968b6fb89302 · outbound

This paper cites INSPIRED: Toward Sociable Recommendation Dialog Systems.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation INSPIRED: Toward Sociable Recommendation Dialog Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.671815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa404951-239d-4c2a-9962-80e6b4bd438e · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.763867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 69ea045c-d603-4986-803a-00bca305d833 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.683045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b6e0d7-2894-4225-a681-4a3c47516e51 · outbound

This paper cites Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.687937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a01f426-86b7-4c65-a478-cf7bd949df58 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.739444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f021b2fe-5b80-4248-aca4-6eedcad93eee · outbound

This paper cites Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.697930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4842c0a-d0f1-4085-921e-64dae5948bf7 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.724240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 54eab397-3d1b-457f-94c8-2b51e3d3e358 · outbound

This paper cites Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.705972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ad1fb8-58a9-45a4-82db-49cd07b41217 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.710303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 01de330c-7545-4683-928f-5cc34ae4dfd9 · outbound

This paper cites Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.714317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 263cedbf-9283-4fb6-8920-66b2c15af75e · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.696178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cce9efbb-1823-40df-a9c6-c79ee235f8ea · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.723929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712c7488-bc3a-40f7-96ff-4f6160377754 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.680975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation be547c07-6b6d-4ea0-9bb8-84fe9ab3930d · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.666342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 337e5af8-7a5c-4fac-82a9-c6943446ec51 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.651624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0fb145ed-ef4f-49e0-aedb-ad9c915e8953 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.637485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c69baf36-95f9-416d-a232-6790e8c56af2 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.621980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1f466ae0-c248-4688-b498-911ec072126a · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.606989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e01023d0-8a60-418c-97b8-89f164bef481 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.590300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 70f8c7df-9b62-402c-999c-e5a26815ea24 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.575342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 59f71b87-ab28-41b8-9211-e4c8f5c3e4ea · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.560715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d1e739f5-e79b-40df-8d59-3f28936c15b2 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.772815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8c7c776-3f17-4619-92f1-3bb87620e204 · outbound

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

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.777769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab40e2ec-6fd7-4650-a7d9-81a0df4467e8 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.782621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf8c3ef-589d-4bbe-9e9d-eed69f7ddfc4 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.521133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48bd2c63-c631-4436-941a-8595dfb40b0b · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.507516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 21b06929-b56a-4023-8148-2643f22c4dbd · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.492639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca8c581f-8bba-4ab6-931d-310bf6fa0091 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.477276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 942139e9-0a32-4240-8ad1-cf8835f0617b · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.809846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa4eb097-fb24-41c3-8311-b1c61bfbddb0 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.450759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bcd43ef8-fac1-46ac-9985-b14d1f6129f5 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.818727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b914d5dd-a8c7-4485-aac7-19c01a762400 · outbound

This paper cites Executable Code Actions Elicit Better LLM Agents.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Executable Code Actions Elicit Better LLM Agents

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.824254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f0dff03-cd74-49c0-8169-8d38222eec76 · outbound

This paper cites RDRec: Rationale Distillation for LLM-based Recommendation.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation RDRec: Rationale Distillation for LLM-based Recommendation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.830065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076898c9-c349-4a29-8189-81db64252a0c · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.434974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24a74ed0-f056-4a2a-abb7-32e650ee8daa · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.419897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 713f75be-230a-49fc-856d-29b6724ad022 · outbound

This paper cites What Are Tools Anyway? A Survey from the Language Model Perspective.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation What Are Tools Anyway? A Survey from the Language Model Perspective

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.844383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887388df-fa6a-4dbc-825c-f83f78e5fe72 · outbound

This paper cites TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.848898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85ec8a9-a7dd-4303-ae1c-fa2384edd2ce · outbound

This paper cites MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.853640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8af2b02-4a43-4271-af44-7066247bb172 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.402190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bfd25f3c-dc0e-4306-8745-52122ec5c708 · outbound

This paper cites Item-Language Model for Conversational Recommendation.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Item-Language Model for Conversational Recommendation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.862857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1bfe1df-af3f-4ba6-8634-6a0a77978c93 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation ReAct: Synergizing Reasoning and Acting in Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.867381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b77b6fc-b68e-40b0-8bbb-87839c17e633 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.386123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fd03e475-7043-4c1b-aa12-44cd5205dd78 · outbound

This paper cites Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:20:47.029677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6de8dc21-606d-47be-b798-a1aa2d3432cd · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.371702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e1b615ac-25c5-4484-a481-719bb1a169a6 · outbound

This paper cites Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.890533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014ab6ff-b152-4b13-82ce-8bf012c29db0 · outbound

This paper cites CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.885757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d72934db-8bd0-466d-8131-fcf14911a109 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.341468Z

Source-reported events for the cited work

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Observation dc03f80f-4618-456b-ab1d-2cffbd29e93c · outbound

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OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.357043Z

Source-reported events for the cited work

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Observation aa7355fa-a05a-4a26-a0c0-03cc9598efdd · outbound

This paper cites NATURAL PLAN: Benchmarking LLMs on Natural Language Planning.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation NATURAL PLAN: Benchmarking LLMs on Natural Language Planning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.909103Z

Source-reported events for the cited work

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Observation 9c09e7e1-7968-40bd-9652-6448c27c7f24 · outbound

This paper cites Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:46.904071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4398e7-9fb0-4000-8b15-2033ec8d7ed5 · outbound

This paper cites an unresolved cited work.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:20:47.325949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 60025acd-6799-4787-8235-1f607d8e8156 · outbound

This paper cites In RecSys.

OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation In RecSys

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:20:47.534968Z

Source-reported events for the cited work

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Pith citing papers

Observation d77549a3-c3cb-486c-80f4-6a83dadad1d3 · inbound

RecoWorld: Building Simulated Environments for Agentic Recommender Systems cites this paper.

RecoWorld: Building Simulated Environments for Agentic Recommender Systems OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:56:38.766930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.