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Paper Citation Record · LEDGER

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions

As of 17 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:2506.17285.

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

pith.paper-citation-record.v1
2506.17285 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:51:44.947782Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:25:10.751448Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:56:01.045939Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4c6e7e9-46a0-4dc8-b57a-7d619ffeca1e · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.229436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:40.692126Z digest=sha256:32974a58bd754eee16b9aa6e1c446d2a5bf9a3292f3bda44439bfe6a18f3c80c

Observation d86e3475-10bc-4ca8-aede-245ec6cd6164 · outbound

This paper cites Yelp Open Dataset.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Yelp Open Dataset

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:51:47.221184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:40.751406Z digest=sha256:668d73281ec934eadde5b7d0ad334c4cf795fa5ceef95376e8ad31f9f0487054

Observation db9cb55a-d7e2-408b-ae67-90f2bae62e92 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.213308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:40.815745Z digest=sha256:9341e9a5a130d1d21be499c8bf86a01d1c62ca58bb7e328d37de4cefc21bb6c0

Observation 33511344-5403-4955-91fb-287eb300dd8f · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:40.932234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:40.932234Z digest=sha256:6abd8f71f96b80274e18aebbfe56e0afccc285e5e5d34422f858bfc19071e4aa

Observation 8946a034-442d-400d-aef8-b2f5d47f5948 · outbound

This paper cites HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.015083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.015083Z digest=sha256:9ca406391786d5c4bd95b87c703840f5c0d751b5583717f343a266defed94620

Observation 7ad900db-0146-4493-83ce-9f64fd4e9f29 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions On the Opportunities and Risks of Foundation Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.100167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.100167Z digest=sha256:92e9443a8eb56cc05ffb8c8914ab9eb1fee0563d676269fc6bcf100fb2adb505

Observation f309d7a6-6095-4d05-9b54-2ad1f0c36ee0 · outbound

This paper cites Language Models are Few-Shot Learners.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Language Models are Few-Shot Learners

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.159213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.159213Z digest=sha256:e47138b47da202e0c75831413f155166269e3d07c517128eac161a87d07fb6c9

Observation 59d533ac-6604-4cf4-b0b2-274c812f839e · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.237624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.237624Z digest=sha256:c1694c8a161e7f7c455be145ee31ee79294ae083d04bca500705f4463f4092b5

Observation daae06aa-b978-4b00-beed-45e73e49a793 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.200032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:41.330587Z digest=sha256:09945c0118c14af212077380c145805d6f53b77d858cdc433b2939c1778e3754

Observation 88d51c56-35aa-476d-831c-2766967a1bc0 · outbound

This paper cites Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.405583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.405583Z digest=sha256:20c066675eef478c7a27a3633509c5d23ddd6a3453b463fbeb9ba1c7694c5324

Observation a817cb41-8fdc-48f4-947e-1e246f80a373 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.191824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:41.537973Z digest=sha256:a14642c5e9abd221a4a9dce39185bb6f9cab65291a48c17b6b919cbd3d88d0ef

Observation 73a61c84-8031-4668-803d-2618adc3540e · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.594037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.594037Z digest=sha256:cc5002490b9ec098f1b634e7435acbb32641100830608a480f2e0600a93ad14a

Observation 8c0a7245-fb9e-49f4-847f-508b1bc239ec · outbound

This paper cites INSPIRED: Toward Sociable Recommendation Dialog Systems.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions INSPIRED: Toward Sociable Recommendation Dialog Systems

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.675232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.675232Z digest=sha256:63e5678be51c30a5b72a63a439210dd4eb9c0c9f2c324804b6d4ed3775b08dae

Observation 0b95171d-f462-469a-a260-597c5784a3b6 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.795676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.795676Z digest=sha256:03e88386531154eb63c461a2828025fe311d69968d36fdce54d71945266cbcae

Observation f8fb2272-1c97-4893-b095-565ce4b070e2 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.890291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.890291Z digest=sha256:4be9fda54e56418090294526d155adac2dfa9ee679b116322cad7a62309e28c1

Observation 580c5515-f496-4ef4-814c-a8d7d9b6fcc2 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:41.962102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:41.962102Z digest=sha256:f24ef3d52d2df4ca824a43d55c84ea4c9bc6d1e5af32762b2c8b7b57877cef68

Observation b8b9901b-e9b6-4a56-8ef7-33009c62fe1d · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.167972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.169412Z digest=sha256:a32c90f0b5d4f1e22e185d94c7c71869909263cfadd8448f22a71212a5654e1f

Observation ecd65ede-5283-4e64-a653-2fbeef0fc309 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:42.239073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:42.239073Z digest=sha256:97f3e49202121fa12fab5f5c5156ed647a9386b6fc78959e16bed2f9218f44b3

Observation 8b70e8c5-025b-4b57-8cb4-7c3831924cf8 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:42.301799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:42.301799Z digest=sha256:8b273d14239923df9348a0e78c8e3951d3c79f04dc3ac7f0f1f313046b86179a

Observation 0e7c97df-8272-4113-9c12-cc13706686c2 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.148541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.373013Z digest=sha256:6f23ce3b00eb082941b990386b1d4c3d1ee4cb1bbc16ccf03b7f295418aa8d9c

Observation 123f0016-9733-4fb7-84da-17f54d24c2a6 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:42.435850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:42.435850Z digest=sha256:1ffac8045175cc2f5ad841a438acb16757e2d4e4952977ef30c6fb111dd5d065

Observation 9df22f78-153f-4b74-878c-c09c505b61ca · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.134691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.499894Z digest=sha256:95a5fa062c0d14e5b188f076f2190570d0678b2226f7439558d0234711355677

Observation 35503956-e7c2-4565-93ec-6c08be97c2e4 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:42.553761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:42.553761Z digest=sha256:2469376ebf069ab450373c45820448b8b6597db83752047215045257005d65cc

Observation 5c2d55da-a523-4435-8c00-d79fb744c70c · outbound

This paper cites Levenshtein.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Levenshtein

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:51:47.119657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.634029Z digest=sha256:11078bd4ffe434539280bd75bd0434fd3170c5473d5345dcc6fb1fa3f439e6ec

Observation 4f086efa-e057-45da-ae80-e3abd69f0524 · outbound

This paper cites A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions A Conversation is Worth A Thousand Recommendations: A Survey of Holistic Conversational Recommender Systems

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:51:45.986259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.691336Z digest=sha256:c6f385bbfdb703cbf1f4e363123b5ece0d3d436273a9639fc4e14669b958b80f

Observation 678c7202-08b7-4737-83e7-50766ee4e76b · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.110240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.764695Z digest=sha256:8ad7a40ff410f908086bd1ff81673c84b4ce23d4807ae1baae1e268441bd7010

Observation 90d3bef6-8d98-433e-964b-e25044612568 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:42.802047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:42.802047Z digest=sha256:b516c5154e1de93497adc75c3446b94a1c7a108ed1d35a86350fc4d8fbb98bae

Observation d20d47f1-13d3-4b8c-bc21-74234b554898 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.096367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:42.884433Z digest=sha256:532f47db8457cf865c1464604d58aca1fd8630aee925a708fc64e275588e22b6

Observation 9483cf57-1211-4e31-b5f7-0daa5025e266 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:42.987036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:42.987036Z digest=sha256:42452a97e3f6855e1fadf5e9ffecbb2666303528eda55adbd3e9d58f0df2b49f

Observation d79f449e-a90a-42d6-9883-0d4c3bffd868 · outbound

This paper cites U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:51:45.711814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:43.066370Z digest=sha256:844a025f4f0752ca22819e5eb564cdf885344597a7093a6925402ae02aad74a8

Observation 9754b435-e993-410e-ae07-ea5ca91a6fe9 · outbound

This paper cites Towards Conversational Recommendation over Multi-Type Dialogs.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Towards Conversational Recommendation over Multi-Type Dialogs

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:43.117206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.117206Z digest=sha256:fe0315dee096a2a666dac87d4e2909b30c878df0060b9047a02a2300777027bb

Observation ea5f9831-fce2-404b-bdf3-6d38eb774b13 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:43.171605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.171605Z digest=sha256:c7562ce821e9deca89e7c8a325ce990c7998b4604156e14b3651bf2e912a6d28

Observation 77c68efa-0633-4b4d-9963-2d6a660406cb · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.086922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:43.239060Z digest=sha256:334ae6ad4d74fdb95ac25c6bc728ce7e7f54d99a5cc81bb841ad43e87f29d4ba

Observation 56d72b5f-f26a-433c-a951-28eb700d5deb · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:51:47.035527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:43.288971Z digest=sha256:302a5fccf439379f2404838be8e07849d166bc441110f43cb8796f69a3a452cd

Observation cfe9ee96-75a3-4515-86d7-aae5f766f98b · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Representation Learning with Contrastive Predictive Coding

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:43.331746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.331746Z digest=sha256:7554c935f995edb008d18d6be1a530ace75f02d18dcedf88f1d2ea8ac5386ee3

Observation 96a1a900-c39f-4b00-8431-f6813fe27c63 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:43.404450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.404450Z digest=sha256:226162bc21eaa8708c6e2dbc16daae4af5242e338f8a0154664d53fb3b3d3ee0

Observation e6bcdafb-1bdc-4da7-9776-707df37bcb40 · outbound

This paper cites Summarization is (Almost) Dead.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Summarization is (Almost) Dead

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:43.456648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.456648Z digest=sha256:24cd78a0b9012a1003b8f04430235a2d2995c76a215437f34bf5213b3f41334f

Observation 2a901f93-fa89-465f-b771-c0e54e998a73 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T00:51:43.530855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.530855Z digest=sha256:acaf5172c124d2f9c1324a9e3f64d21c0d9d6c4cef9b04cf0c4855753588b92a

Observation fba4472b-f262-4413-a29b-bdb7eb45a6f4 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 39

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source=pdf_text observed=2026-08-07T00:51:43.614454Z digest=sha256:108a102055fb33ad7053b00c5ef1a4422da3c08100b28631297381e6eefa8dc0

Observation 0ecfd7a4-62d1-4bf8-821c-bfe95c490074 · outbound

This paper cites A Survey of Hallucination in Large Foundation Models.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions A Survey of Hallucination in Large Foundation Models

Reference 40

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source=pdf_text observed=2026-08-07T00:51:43.667304Z digest=sha256:c08ec86dcb38f9d0d425572d7f472e8b2cddd573f42d8124ebbbd9398641cd50

Observation a296a0b4-1ff9-4279-b9e4-f997a1f60d40 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-07T00:51:43.731965Z digest=sha256:39289163717234b23053b329cf35eb7f008fb87b4a0d3a5d489a0c6481bf9dea

Observation 72551ca4-38d2-41d9-9a77-f0bde97d3157 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-07T00:51:43.772178Z digest=sha256:fe9d8a0912e01654f3181ae3281fff364824b79919f4c8c419e6f7d93e7cd948

Observation 3f15bd34-fca9-4656-adfa-ae89a5c2c45d · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-07T00:51:43.928594Z digest=sha256:947342dca102c19214bee436b60bd483fad24aa5eefacb7cebb6e068d6fdec48

Observation 1c3744c3-2d3c-4967-9e5f-46ce665ebb95 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 44

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source=pdf_text observed=2026-08-07T00:51:43.977205Z digest=sha256:cebe26ecc1e85d3eaab3b25ec9a52fae78a137977b20ef5c9851b7e0115597b8

Observation 3f279e5e-eac1-4d92-b4b3-a801fa0e5562 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 45

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unresolved
raw_fallback, observed 2026-08-07T00:51:46.738142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:44.033272Z digest=sha256:338634b996bfe36e71ced75364182dbabdb68f1c8bfb591d5e17639ff64b561a

Observation 9b547cb0-3e09-4940-9ebb-a4b2f98c8af7 · outbound

This paper cites A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models

Reference 46

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source=pdf_text observed=2026-08-07T00:51:44.096731Z digest=sha256:2bb7ac6531de7e058c345c8fa1978f2796e62367b4a3f54169f9811342b7a2f8

Observation 151ab735-49fd-4a7d-9066-9266ac7dab8c · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 47

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verified exact
raw_fallback, observed 2026-08-07T00:51:45.245019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:44.174360Z digest=sha256:731539a1a84bf0d6f9ef8856bae3e179f5390c402ace3648742131f32b957ca1

Observation 28f71a34-442e-4394-b130-c546c341380b · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 48

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raw_fallback, observed 2026-08-07T00:51:46.561411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:44.242390Z digest=sha256:3c4a02e9a0554fd75e218ce6a98a2bbdfc48da790f2a84b14f0c2014069fbfc6

Observation 92121f6f-9347-4a86-89d3-1c10605b33b5 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-07T00:51:44.290290Z digest=sha256:3b45a4d3c2b820ea653883aaa9dec61bf40926ac33825466fc2ff8e8d801ea7e

Observation 4e55726c-06fc-4b2b-b457-2cb70a7fa688 · outbound

This paper cites Weinberger, and Yoav Artzi.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Weinberger, and Yoav Artzi

Reference 50

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source=pdf_text observed=2026-08-07T00:51:44.373624Z digest=sha256:91dddebcd7de3bc888397539f58ca76bf78d448570edf85c31834e75c8cf4a20

Observation e03174fd-060f-49f4-82af-9b908e5f7f71 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-07T00:51:44.556079Z digest=sha256:eb59fa9a4f0def14bb6956ba6cc8e7c89d2054254d37691df312c9577dff734a

Observation c8d1e098-93e0-48a0-855f-89d6fbdf4c96 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 52

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raw_fallback, observed 2026-08-07T00:51:46.347604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-07T00:51:44.668233Z digest=sha256:013c0b7a857fdff13065b9394cbb276938c62edd102cd6cb85178877a482586b

Observation d0387a2d-4a12-4408-b789-c7ba95646e4b · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions BERTScore: Evaluating Text Generation with BERT

Reference 53

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source=pdf_text observed=2026-08-07T00:51:44.509305Z digest=sha256:f0483cc472e3573bdfffce406930d57821e403397d2e72f5ebfd005755750292

Observation a76dc9e9-609d-4358-8d61-a65d2f62a086 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-07T00:51:44.947782Z digest=sha256:42ff46e071637715a117c086ac1403533e340ba06771db783ffd6df6c4b1502b

Observation 20614498-8a83-48ab-8b9a-61c97a2a2965 · outbound

This paper cites an unresolved cited work.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Unresolved cited work

Reference 56

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no resolver link, observed 2026-08-07T00:51:44.751166Z

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source=pdf_text observed=2026-08-07T00:51:44.751166Z digest=sha256:aef5aafefc0ae8aa83e3c1bae0f431fc9e719f5a9631993a27f08ab47ade6860

Observation 6f34377b-aec3-439b-b997-f260b19ac1eb · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Session-based Recommendations with Recurrent Neural Networks

Reference 2015

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no resolver link, observed 2026-08-07T00:51:42.051862Z

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source=pdf_text observed=2026-08-07T00:51:42.051862Z digest=sha256:ca790518688be5c6f5e5eac37eff33dc88ca080fb099cee73374a9fd5aabdee6

Observation 57b5aa8b-4d30-4e06-95ca-f8cfb52cc6c3 · outbound

This paper cites InProceedings of the 28th ACM international conference on information and knowledge management.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions InProceedings of the 28th ACM international conference on information and knowledge management

Reference 2019

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no resolver link, observed 2026-08-07T00:51:43.856704Z

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source=pdf_text observed=2026-08-07T00:51:43.856704Z digest=sha256:2895b6fc0b81de3d5787f430719289b8ef77eff4652a9826cf28f425f2b83d07

Observation 679a334f-c6ca-4651-8850-a73ae643fc0d · outbound

This paper cites Towards Topic-Guided Conversational Recommender System.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Towards Topic-Guided Conversational Recommender System

Reference 2020

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no resolver link, observed 2026-08-07T00:51:44.814728Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:51:44.814728Z digest=sha256:69eab9fb5f19fb99327deb6dfaed27c35f40e5e9d6a8100ce357271b3363ba6a

Pith citing papers

Observation 5a441084-87e0-47ad-8fd5-274eac95ce4e · inbound

AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs cites this paper.

AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions

Reference 1

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verified exact
arxiv_id, observed 2026-05-11T08:56:01.059238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T16:25:10.751448Z digest=sha256:8977d47c5b019885cfa0c5a64c2ea568b09a9b63ca59c8d68ae269af60a56ee2