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Paper Citation Record · LEDGER

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation

As of 9 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2506.06239.

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

pith.paper-citation-record.v1
2506.06239 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:03:47.940340Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:49:57.145393Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved66
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b83b9bae-75a0-4cf2-a204-67258a38cd79 · outbound

This paper cites LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:40.052145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:40.052145Z digest=sha256:182a7e852b5bdaeb92777f770129cf67537d20569f4ccdd976d8e6e7712e5c65

Observation 06e618ae-389a-4ed3-b798-6748e826e73a · outbound

This paper cites Improving Sequential Recommendations with LLMs.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Improving Sequential Recommendations with LLMs

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:40.176433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:40.176433Z digest=sha256:fe5e805cb68dbc813d2820665360bf8bb3d0c15f1f0d10b6b99861965cba72c1

Observation 630499d7-01b2-4c3b-823d-a896c8a3fc47 · outbound

This paper cites HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:40.309340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:40.309340Z digest=sha256:093f46c10dc8675341657b5ca01c029c392e7449a10e163f32970665e3255c80

Observation 35d4d09c-7bc2-42fa-8e00-84c8ee102a9b · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:40.460514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:40.460514Z digest=sha256:7eebf599f822cf1e226441ed286f15d51a3e3374aefd8ce05ede9f20db1993f9

Observation 0c759dc4-2d6c-4e3f-a94c-cc49f4f45b22 · outbound

This paper cites Enhancing ID-based Recommendation with Large Language Models.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Enhancing ID-based Recommendation with Large Language Models

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T06:03:48.477815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:40.659143Z digest=sha256:9a7486d2de78ed8577e375a4859bb1d7eb9b14790f33b3d3f0e8aa15491f0d63

Observation 0f9f4c89-c78f-4f88-ab98-165ecc8b2ed6 · outbound

This paper cites Leveraging Large Language Models for Pre-trained Recommender Systems.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Leveraging Large Language Models for Pre-trained Recommender Systems

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:40.825462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:40.825462Z digest=sha256:287cc66b0f332b9303acbee6315521e9dc9b09e369b61e129d5c3d6352bb2778

Observation 60d2af32-b903-4eb0-8eae-f8b85d76d491 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:59.222625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:41.019845Z digest=sha256:d08a7d0b9b912652d4c68a94e4e1a99b4b197dd7148b8a5d4395886a785e797a

Observation 786b8c96-7139-4056-b9ab-856fbf621066 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:58.893494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:41.188415Z digest=sha256:b1841dd911b0147720250d68bc56f0a9453126545fc91b79059a4f4493298ac7

Observation f0a9d9ce-f705-4598-a549-7c595dd2acb1 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:41.363025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:41.363025Z digest=sha256:cf7c3260c0c3e6703ffd6647de65f71795000a1aadf4632ba39ca5e560b2c692

Observation d3f25349-47e9-40f2-af61-f4e9e789c1dc · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:58.615007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:41.511865Z digest=sha256:f7798718b72abb54e8454ba87c462044f7aa0f15782d3b81f0ee4a7b1135c6d2

Observation ffcd1075-1088-4374-ae0e-4163b6d8e719 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:41.622168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:41.622168Z digest=sha256:6740fac6e8d2d17fc05687536df1398a97a5860d6fc8cd5541a44fd91b2c3ad7

Observation 64dfe353-0fb4-4a58-8e6a-db8f83e09cae · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:41.715934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:41.715934Z digest=sha256:a278697cd62dce3c60913c96337c83f2939c69096f64741a2ccb14ef8fa2437b

Observation bff94b60-a24f-4655-8ed9-a135668efe19 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:58.386221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:41.878944Z digest=sha256:38229524d0fc74d8617b8202cb5174776189b67a64657792fb321ecf49cfa051

Observation b61632f5-7997-47a7-aea3-1a53063cb9fd · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:58.137025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:41.983552Z digest=sha256:eb0d638fc44d15064357909c01ed55422ca2c5862831b4690516c03884d7471d

Observation 2d6188c9-7474-4c83-becb-39c5b7ae43eb · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Distilling the Knowledge in a Neural Network

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:42.150734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:42.150734Z digest=sha256:5b14b8f7285f338d494e835d38e2f295e8ccf27c604d546e9f1d49fd05d60254

Observation 4ca4c0b0-898b-4103-bb42-e3af9964c432 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:57.801478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:42.261366Z digest=sha256:b32422196954044c2d88aa2085f9630963b178e9b623ba770494350c4e1cdba4

Observation 96fed7a3-9c07-4f1e-90dc-7d9c5ac085a8 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:57.588130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:42.400342Z digest=sha256:86644c7aac40f464e02af7712db3eb730a338e35d63a110a6e6aa56a5a556494

Observation 4094e626-e3de-429c-9b67-93f8528391d2 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:57.339000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:42.535558Z digest=sha256:ab1848550ecdcf3e76ff11834c756f1f8c977c71a7794b426d5dc9c2ddd221cd

Observation 82f4ed29-182e-47da-bf2b-7828359c0293 · outbound

This paper cites VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:42.631204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:42.631204Z digest=sha256:deede093fc3d72c9878debc96acdc54755849840a9695bb8afc96e5d09475c41

Observation 65cd4a28-99b1-4d7d-8702-72511fd54d6f · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:57.059775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:42.743263Z digest=sha256:ace5eb93e3f71b79ec48d836e4ea07ac4d24c5064cd96df5f782f6d92ebd5b49

Observation fd080c2a-7a50-40be-bf5b-db191d7630f2 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:56.788285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:42.842588Z digest=sha256:9ff4e74f74189b7b82cf1e12c6de62b1d26813b8a5f0eaca32b4a0bfc24e2dd7

Observation a9b5b9be-ac2d-40e7-aa37-fb13974836b5 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:56.539073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:42.912671Z digest=sha256:a9b0d2f456f68e7c5339841a2396bb9e35c88462ab5e32ac79748896978e26b7

Observation e1efa536-d46c-4f24-b80d-932348d28104 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:43.013639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:43.013639Z digest=sha256:9c18fc06b7ad269c946f2947b856cbae736ec43e9a47ddc8418022ff54bb1a7f

Observation 2afaae70-ce09-4efe-8468-d6efb4d04255 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:56.206992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:43.092206Z digest=sha256:17f61eaf1a263ad51a804c2794b77f4d7a42db7751734d1bbf548dce4b014734

Observation 867afacf-9583-4ef4-8a3c-96eeccb097ce · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:55.970831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:43.164601Z digest=sha256:5323b084a82badc7fc484c6622df68f7024eb9b74cd74882df8d2e2793a93714

Observation 7a07ab51-bd48-47aa-8847-3c769e769e09 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:55.651810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:43.262498Z digest=sha256:95cddf5439053c54358b130af70806f597a7d63f3e38ce6f1687d86b34fdcb0b

Observation 57f257cc-6157-4b62-9630-bb2f73ec51da · outbound

This paper cites PBNR: Prompt-based News Recommender System.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation PBNR: Prompt-based News Recommender System

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:43.370556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:43.370556Z digest=sha256:f86dbe53b7b09e415cc9199339e147f7f8d44b409190d966e5ff26f6fa2e4671

Observation 2f340861-d297-4cae-8d4e-0c827fd46242 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:55.364332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:43.459234Z digest=sha256:17da6aa0518c9bf40f00f5740e7568fb85c03132103d2562a3c6b86ff0c7a005

Observation b7770e29-cc52-476c-b34d-2b03a1b3b900 · outbound

This paper cites How Can Recommender Systems Benefit from Large Language Models: A Survey.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation How Can Recommender Systems Benefit from Large Language Models: A Survey

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:43.553644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:43.553644Z digest=sha256:c2aa7e30f38910f7d8d15a2f57540dd16384b6172a842d56c4c287c55b4c1c02

Observation 0491b9f7-4e22-44a0-b3c2-5b57f3048516 · outbound

This paper cites Explicit expanders of every degree and size.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Explicit expanders of every degree and size

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:43.632913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:43.632913Z digest=sha256:02189b4615ee29cba96ac100b7b37265b4ea09cdd586d7d7514d576dc19ff9ad

Observation af182b9a-a4f1-454d-aceb-847b0027e0ad · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:43.714109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:43.714109Z digest=sha256:e274a36dab959be6ddcd489c8083149fb071f584ba1355390593efc678380ad2

Observation 6598925f-8c1b-4843-814f-986202064f1f · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:55.061560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:43.919024Z digest=sha256:658f24cb2cc6ddb785f56b933c86a51af1b4824abddf6ffcc430af748d4b993f

Observation 07267744-0fb1-43b3-b0d5-1c566d5a967f · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:54.746512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:44.028510Z digest=sha256:4824377bbb0c872a13131700293be3878fcb3362f4729773b3e21ff7f702fc34

Observation 50caa68a-a9c3-4e83-9aeb-526c2490918e · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:54.384453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:44.154498Z digest=sha256:0786f0d560d3c89572783de36403712dae97d4357957a77ea76a540b1e31a598

Observation c6981b91-8c87-48d2-b1d5-e807f3219b96 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Representation Learning with Contrastive Predictive Coding

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:44.240022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:44.240022Z digest=sha256:d39562d0021e09d6c76eae69314033f118417d268554651fd641b7b2ed817802

Observation 97d9661e-876f-4fe0-9e87-eefa94351212 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:44.332090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:44.332090Z digest=sha256:fbecccd2e75f69d4120316685721bda972509d9c65583e0e1894f84566e50a6b

Observation 4efcd596-cdd5-4481-8c85-a25b0cae0889 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 37

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raw_fallback, observed 2026-08-07T06:03:54.093714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:44.459636Z digest=sha256:4e99fb8e5d613aab153827d05626581260f31351a3c3f7404e9efb034e1dfb94

Observation 052fc0bc-f299-44dc-bd78-e37d1d1e7596 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-07T06:03:44.541966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:44.541966Z digest=sha256:15c1563fa7a717f3f4f93921590ad45c9d110c4c52f428802018a05524fb1b15

Observation a10f9a2e-a0a1-4da5-b1b9-fae56fe4a5a4 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-07T06:03:44.704026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:44.704026Z digest=sha256:7ff0ca59b1828b31df8fb23d4cd2d768a0fdd7228f2576217c41770eaf067dff

Observation 68b8a83a-47a4-457d-aeb1-f11067d717a4 · outbound

This paper cites Konstan, and John Riedl.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Konstan, and John Riedl

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:03:53.428206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:44.775136Z digest=sha256:e61fa19ba3331fc2ac4b74b18eb5a5a32511305ac3b40c428ac4b8d86f30d1ed

Observation f3293b33-5de8-4a3f-b8ca-302071ed6d72 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-07T06:03:44.858262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:44.858262Z digest=sha256:bf162bedf086c63a3e75be408930cbef927e254fafb8268f597bf06afdd63b45

Observation 5b13c4ee-545d-4538-9bec-d676c4054df8 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:53.066918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:44.941443Z digest=sha256:3db27a01f165069527cc174231b73d7bbc99422b36f3bfffd58d61cca9023336

Observation 28cdbdce-6b7d-48e8-b7a1-761119ca6c82 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 43

Resolution
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no resolver link, observed 2026-08-07T06:03:45.025717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.025717Z digest=sha256:a2cdfd083ace98f3460df4dbe8cf2838f5d28588160e026d537a11b1bfa14244

Observation 15ea76d6-adea-4174-b0c4-ed679959def9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation LLaMA: Open and Efficient Foundation Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.084854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.084854Z digest=sha256:cc58568fcc107f86a9e641ff545ada0cd9c3976074d15c191f8bd3db4bf7edd3

Observation fdd316bd-cf37-40b7-9836-e13a57bc4cad · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:52.760376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:45.165399Z digest=sha256:fc12a1030a8c7b183e882f7ab0f6e38a4f9fe5ddad93b4e5a3eaadc93fa0904f

Observation c31efdb1-bc0b-4d97-8f60-c280873161c9 · outbound

This paper cites Rethinking Large Language Model Architectures for Sequential Recommendations.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Rethinking Large Language Model Architectures for Sequential Recommendations

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.255444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.255444Z digest=sha256:f086972c86b66fd82bf540138afcd02ad0457179c788afc73407834e3b04e57e

Observation 4b2e3365-4f68-46b2-a506-2e3c4d55706b · outbound

This paper cites Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.318066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.318066Z digest=sha256:74525ca4e3cc6ce58b3e51e06af6e4befc1444ccc42257a7ddfbeed3e6ff294e

Observation 34ef8fe4-78a7-4c96-b500-f26521a29d07 · outbound

This paper cites RecMind: Large Language Model Powered Agent For Recommendation.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation RecMind: Large Language Model Powered Agent For Recommendation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.389726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.389726Z digest=sha256:c33f7173919ae7513a07a469634cf1618c99baf0f4b6f81416f5f6822694b331

Observation a288b995-b3ea-40c2-b9ac-d52cac05f5a3 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:52.431495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:45.467717Z digest=sha256:4075e57e387d00183d70599a7a406812ca781e67ac38f16105b588450297088b

Observation 538edc47-7565-43e6-90ce-4bca8032e5fc · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:52.072900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:45.568222Z digest=sha256:ce41486ec5488b3e6e676bb6665b3f1385745fb3da430066c421e7da99825291

Observation f6d7ad83-65fc-4ee2-9bc4-f1219860772a · outbound

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

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation A Survey on Large Language Models for Recommendation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.660189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.660189Z digest=sha256:1e87c4a3d230cfb50f9bbb37014e62d712ad7bc342af5052451d668fb97a525f

Observation 982410d3-f8fa-4f95-ae57-6c97400816f8 · outbound

This paper cites Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.733261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.733261Z digest=sha256:00eda6d71f859ca6e35a427d8a1dd9da5b047b1b629f6f3cbe76a1a81c00347d

Observation a61506bc-a8ba-482c-89fc-7e66d8ff6963 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:51.797780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:45.806980Z digest=sha256:a9146454aa74cb070a25cbd671d8565910f342f51f4af5dd97603fa39dd35656

Observation 73df0f39-dc17-4c07-afec-9514f8a17c8e · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:51.421209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:45.887171Z digest=sha256:6c7826ab708ef264c491e05a3cb5d114b3db41b59dcd1b76dcebc4f6cd3dec59

Observation 12b1becb-4dfc-49c6-b9fa-75e4a300f8d1 · outbound

This paper cites Demystifying CLIP Data.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Demystifying CLIP Data

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:45.987451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:45.987451Z digest=sha256:edd274825343b25a6cc56e9e78bb2a645ebbd03b83a35228c1b27ced7ed0599f

Observation ff599ecf-14c3-40e3-94b2-98ef468d6fd3 · outbound

This paper cites A Survey on Knowledge Distillation of Large Language Models.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation A Survey on Knowledge Distillation of Large Language Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:46.069731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:46.069731Z digest=sha256:a8860bf8a7c82b4f7cf25e11bccb1a2ad0f7db530525a02f54706d4504734301

Observation 4673942e-2094-4d7f-a0d3-66968328b0a8 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 57

Resolution
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no resolver link, observed 2026-08-07T06:03:46.159145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:46.159145Z digest=sha256:bc5723e3f26f0be9681a0400fdc940afcc509f1361c25f41fdbb6f4c5956a572

Observation ce7185a7-756a-49db-9645-3583ab51269d · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:50.830169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:46.309969Z digest=sha256:40e3cc91efa3dd09e80bba2565142ed94593c3bfdf69a80931ec2a622090cf9d

Observation 8a31efea-bad7-441e-a19c-ba1ebf34bad5 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:46.508213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:46.508213Z digest=sha256:693378f3c0f553c784a725637b85667e724bf1245751b8d457de592de710279a

Observation c682cf26-f67f-452b-9d64-8d08e344f23b · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:46.605013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:46.605013Z digest=sha256:cd0621acfaa16feb2f6ce0d4c2ed534d021a19e350021ac8a53b644cc8c6a845

Observation b8bdd8aa-dc60-400d-9552-109b13d21d2a · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:49.963667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:46.746076Z digest=sha256:f8411d80f5ee243ade1882d9c9149cfdefe6355106cf8f592b28ee8ecaa5a4ba

Observation 0c5f87c0-b275-4152-8d52-9c3617f23dd9 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:46.866636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:46.866636Z digest=sha256:3f7d15f680f4e20b6345f3951a95cfd2ace4a290f2d4568e062130f7b7263149

Observation 78ba3d63-82a8-4407-8798-256e32d995ce · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:47.091710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:47.091710Z digest=sha256:5df8c8ea039b7caf8ba2df52754008b5c52cf7d3ddd9ac37cfc2bb92603f0f63

Observation add73d2a-3134-4954-8eb7-8b61f87f1ab0 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:49.678924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:47.239558Z digest=sha256:28b8fff1f6c609db34d2e472f2097aae179737f060671a1d0f9556ac7e5cf717

Observation 620969e2-92dc-4632-912c-e9788504d1bd · outbound

This paper cites A Survey of Large Language Models.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation A Survey of Large Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:47.581184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:47.581184Z digest=sha256:21c4d5c39ce78562bcede3d1b1159cc493386217ce9c251fe44cef7f9d72a91a

Observation cbc991f3-3b37-4034-af46-087cf5b96f04 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:49.021381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:47.722166Z digest=sha256:df7b7c8f68087ccb2a125337c7ba3bd49705891ca6a10ebe408cf6a53e5b38f6

Observation f79c35e1-0b8d-4818-942e-8332ba38ff87 · outbound

This paper cites https: //api.semanticscholar.org/CorpusID:268536921.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation https: //api.semanticscholar.org/CorpusID:268536921

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:03:48.752640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:47.940340Z digest=sha256:de0dc186c744d7e38ba19c4456daeee328df620554f2dd01333c4ef76db50e75

Observation a23734da-1d89-4ec8-8bca-8dafbfaacd8a · outbound

This paper cites InInternational Conference on Machine Learning.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation InInternational Conference on Machine Learning

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:03:53.727993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:44.616474Z digest=sha256:9dabec94eda171e7787ee9855a4f654d3eefb6128e09a47e0ac217576c990280

Observation 9a675f4d-b9d3-4a4e-afa4-55bcfb7949d9 · outbound

This paper cites an unresolved cited work.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:03:50.541087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:46.415506Z digest=sha256:98df8ed4a0a2290ccf104380e4d4f443660d70f95308ea2167cb60ffbab57297

Observation e068be37-167c-476d-ad37-9cc93a6991ac · outbound

This paper cites InProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation InProceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:03:51.058338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:46.237769Z digest=sha256:0ecce4a47563a1343f79b2c32d0ce029fd617845904d0c3e8d1ae4d9785fc279

Observation 44ec5129-6642-49bc-926e-82a1a8b8131f · outbound

This paper cites Large Language Model Enhanced Recommender Systems: A Survey.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Large Language Model Enhanced Recommender Systems: A Survey

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T06:03:43.827258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:03:43.827258Z digest=sha256:99c4f60233b4025c3378877ecef5c51e665b900ead62be143288f65ceaca98ba

Observation e7a6d441-9cba-45d4-b740-c74ddc91a4b6 · outbound

This paper cites https://api.semanticscholar.

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation https://api.semanticscholar

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:03:49.380189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T06:03:47.436480Z digest=sha256:21f253edec2d2c47a8166f996e2691c81c6e5529dcabdea8a158d975fd24432d

Pith citing papers

Observation 3dbdaa62-a957-445d-afeb-ac312f13a30c · inbound

CAPTS: Channel-Aware, Preference-Aligned Trigger Selection for Multi-Channel Item-to-Item Retrieval cites this paper.

CAPTS: Channel-Aware, Preference-Aligned Trigger Selection for Multi-Channel Item-to-Item Retrieval Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T23:49:57.145393Z

Source-reported events for the cited work

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