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Paper Citation Record · LEDGER

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:40.692126Z digest=sha256:0895eb913e1068c8cb6806a0adaf15c3d543025d245bc7845f75e1cea7cdfa00

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:40.751406Z digest=sha256:d05ff85f09ff65b966f3eef30453db5b7722e92796274449ec714b4d1b05af07

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:40.815745Z digest=sha256:77ecaf77272801bc7dc703e5cb9ccd484c9b4e642e38d0b658f5f9a57a0ef590

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=sha256:96209f2337c2b116a9d30232df22fbe195a7a41fb41d61fccb183e0cf58018b1

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:db9d386a5110ccac893f7432d3dd512929336ad569bb83276f5a299a41b1066e

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=sha256:4f909c1b83929adff3274af12f3237c19deb33f3a0b7d0b482912211afac5711

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=sha256:39201d5fd4b8e498d3730cdca38340c3aea78272f09c42d1ceb42ff2aa2a3a68

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=sha256:717f3722260307b927d55927f3d6cc4a18a90164a401cfda5a686c360e770709

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:41.330587Z digest=sha256:723992765e4aeb68948e1a87f9389c98cdf15b87b8b11021111bb59a19ed7025

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=sha256:2cc2dc2ac13a7fa239c464274b1a92af7fa0f30fb1fb0ec4afc1a0f1fc805cde

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:41.537973Z digest=sha256:889142e097cb2e5000bfe0e926ecb59425639e5b2518cd71077eabdfc10cdfcc

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=sha256:9db42fd8aa8a51eee549447bd3654c054e59a50705d55399a6e6dd7f1ec23442

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:c71f8a0c93b2e85ef87ba3115ab7296b14d249a942ef3fb52161c445c1121cec

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=sha256:4a4d6e2801835af549d8881f020aac8a75031d199ebe4b7d488c9ca000ab213c

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:c026ea02c76e641e158600d465549db2a39a70b3e6d5461c52558b5b10bee5c5

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=sha256:17a10f56ec63eac24ce06077a0e41db25d0a3848475ca89357ef9aa819ce0cdd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.169412Z digest=sha256:045ccd5647226bddd40f97d795a8ea9532bad848253d9b955f6736cfc3c05aa6

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:ada1314ba4100d665633373f69d61dba5b751b3b45b311bd8059fb987cf3f945

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:d55fda7c7589011f03231d814452931f9d6bdc78ae7247fa6938382bd00c4449

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.373013Z digest=sha256:bc8878e29261dadc7927777c00c0a4d316ced00cb9ff9b23bd9917d9af0c0506

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:fbe1af8500bdd78e0e36a0d94b5d41a21525ea279fbf1cc2e0180498af040672

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.499894Z digest=sha256:1e0f3dfd6aaa83990fb4cbc04e5a40f7ab4f986b5a7ecb0919f5c41a0acb6b99

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:df5a703e63b4681eefddc6aeb22ed312c61663cef16c29967b089e7c45d8e729

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.634029Z digest=sha256:e9d9ecfcdedee712217fe32a520f1821a4a4e74a7b4d62b3277e43f6eb0868aa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.691336Z digest=sha256:daca7b86b3b5e458bfd4c154e59ef879a07a07d9212233c77976f57dc0338073

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.764695Z digest=sha256:176fd08cd45ef19029295755df90661400b0ed8e914ddb4d141523f85d1fea0b

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=sha256:25913a5c631a77c3cc281b2f15b3d0bc6a34030bfc07faef194834ded502873d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:42.884433Z digest=sha256:de09497d6c08d470844b1f0f187bffdda0b6f58f6d355f02843d54b98668d8b6

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=sha256:6fc055d0125168813e97ce7fe78f4b2901af0e29e022f11a40f4903e3bc08de6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:43.066370Z digest=sha256:b5dff8874f40238dd8f6fb3e7c3bb56c453020f35e3707cdd894b76f23484f11

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=sha256:91b85f76ff0749fbd40798939909f19248ab9c4a91ca068ba63a6001d3df8d3b

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=sha256:9d4ec4aee33a3a3e9547bcf421515b156bc2285aaa47807e1dfbfc42ac841e6d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:43.239060Z digest=sha256:8a0230e4f1370ba24f2ef0d34b7f044fc0f831b9b577771c9cbc1331d83be27a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:43.288971Z digest=sha256:4cf6c77936f74d42675c02a1202bc88252d9d89f7ea7fed0c104717e7c25188f

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=sha256:595ddfdd5d6fdd04c30f2336b0ee7059d5ad3d713b5d5bf032046c4ded34d3eb

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=sha256:1d60ac9be42893412e6f57fa63f6df837c660a9936a0d3dc794a75c4541b95d8

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=sha256:91169ed2234c56dc85f8abd1d3540957be5369d7f96d4bfc55674fa89deb2fdc

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=sha256:9bdedba7f4e6f6e6283012b4cb904fcde6ed1d8832466f503546237be8d9c6a8

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=sha256:586ca0f70c4166c6e0603a564858c649e297330c54d2ba72ef0c4b6ea1973e28

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=sha256:06fc5bb1a1f072cda3193ff92811febb35293d05e522f82355fe672d0f7ae22c

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=sha256:8a9e8e5311a202205fc3f073a8e81d4a90eb72726e08d9b449f1d4116847b2e5

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=sha256:33980cd2f17461ad07960dc92685114cde546a1d43d8f6503e80aa7a2c6f549b

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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no resolver link, observed 2026-08-07T00:51:43.928594Z

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source=pdf_text observed=2026-08-07T00:51:43.928594Z digest=sha256:2c04fcea470b002a9382b7c296c0885c18bda89c9a2ee4a69fa1117ce303593d

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=sha256:5e51a509782d58ffbda51842df892a44ce072db0b0d71e1c6e5c11510a0a94dc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:44.033272Z digest=sha256:1e65b2b67d7a5c332760dc94f0abf92cf5cda2768ac55618ebbc750da901a2f3

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:c399e75505f10a6e0597aa180afbf9548a0bcf2503a18b53821d12703363f005

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:44.174360Z digest=sha256:57d5e8a69a951ec3097ad17039377b29a2590f9b6cebd5093779a92af0e26221

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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unresolved
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:44.242390Z digest=sha256:2e7b778f2b278bfced63c4863ea239486c8328bd3dc3c92a0302c38b9bf7bfd5

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=sha256:40352c9bdb8fdbd359adfbe09c73ebb9eb19a28c0a15e4e8fa9807c88c80e0ab

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=sha256:89902fa8c89d2466f24024d539761b94ccf62c100d78727a3e4faed54e1ed2f3

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=sha256:91ef330cc2ded57429c96d40deac7e1d7d4e7c326293a9b016864077d50e2c06

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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unresolved
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T00:51:44.668233Z digest=sha256:8262ac1a3fe58c706a4cdd05e67761e8b00c789c482e61d59888bd84a934b3f2

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=sha256:205f593c132df97eb40b7bc3134043e7c819ddef57e9935085722c12ba628994

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=sha256:22e60ffff5f86a8ccfb987c128d8a8b34e343ae990f46a0b2b03f76b3375f51b

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=sha256:75e6884f4fec7ed938ed3eed0b0c6b14855cb9fbfe9091a6c0d848abad30b92b

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=sha256:42612af17452e4659a9c34a03a12dd1258a101800d165f12a76982d22b3321f7

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:43.856704Z digest=sha256:c30c59ad53f4d0a27f4009afd569fd1bbdcfd82a5920279e00f512178163ef85

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:51:44.814728Z digest=sha256:20b8fa6da9602c54e7fe4970adec625b6a4d0cc2c417372c36f352078b3744ce

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T16:25:10.751448Z digest=sha256:43a5dc0e8477b6bfa96fb8481c70956050214057776500a810775bd9d58a5254