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Paper Citation Record · LEDGER

Learning to Ask: Conversational Product Search via Representation Learning

As of 20 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 0 inbound Pith citation observations for arXiv:2411.14466.

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

pith.paper-citation-record.v1
2411.14466 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:26:05.098978Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

90 of 90 outbound references displayed

  • verified exact6
  • verified fuzzy4
  • unresolved79
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f70fb177-2053-4470-9e6a-fbb95398c2a3 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.689498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.689498Z digest=sha256:fc7e66da650feb580ab6a41782c7cb37ec6337f684b103a8ca6cee797d91ee6e

Observation 30ceba96-b259-4298-91fe-3cae8f0a02ff · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.695403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.695403Z digest=sha256:3e7db612329f3f70207df226670528b6fc69d022cff4922f12f45fd6a5a54176

Observation ca132dda-beff-469c-8b3b-3deff8db6ae9 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.700631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.700631Z digest=sha256:f959648eabfee6c2c43c6812897282719608f8c3d073bbac6a80f9ec30edd8ea

Observation 9edc7828-c948-4be7-9251-5e20fd19ed85 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.706178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.706178Z digest=sha256:48ec778beddac710b534ef1ef7d6ed39bcb7d7d46a408e7c5b6593f0c14024a2

Observation 26ba1ccf-8385-42bc-8fc2-6136134873ad · outbound

This paper cites ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).

Learning to Ask: Conversational Product Search via Representation Learning ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.711047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.711047Z digest=sha256:98dd84fe74b4ae81edc016f828f95c2d6a0c1c180dd2c2096dc636765a827fbd

Observation e59c4c23-cb98-4fd1-9b63-94e56d4f0a06 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.716201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.716201Z digest=sha256:b5fa1e1c4652546fb1217c15294f2cd476b5eb58f420900b8ee7e9fe14833310

Observation ff4897d2-26da-4acf-b821-38c3e1a31787 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.721595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.721595Z digest=sha256:7c19e40da4e0c99f55b35591cfbfd705f8dff425c80b6f7a19847a107a47d232

Observation 9f253f5b-09d2-460c-934f-0a4ab1849d55 · outbound

This paper cites Belkin, Colleen Cool, A.

Learning to Ask: Conversational Product Search via Representation Learning Belkin, Colleen Cool, A

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.726217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.726217Z digest=sha256:cf2d90443b2089088cee5657610d932da4226a305df4bee84ffa41c8aa5fd29f

Observation ceda9c12-dd35-4255-904d-7df60fdf5909 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.730977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.730977Z digest=sha256:f35ceb911ccc4b676d80ec42d0031594d7ee15dbd2629f8946e316c435c6d696

Observation 2e04fb85-07d3-420b-8778-456169ddd26b · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.735690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.735690Z digest=sha256:e83bca86d8ceec8baab3397dd4a8815c9471fd556cc2a31f3372ad07391bdd1e

Observation 7965bf1d-c543-4316-8a03-6cf201b53f13 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.739983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.739983Z digest=sha256:8bd3b0399103972541eba09cc40b6873e970ab1c5a3930848e13a9671c4e9480

Observation fe4fadf4-bfb1-428b-9beb-05ffabaca580 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.292376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.744326Z digest=sha256:724abb8d0b3830fdf0fad4350a58faf03f0253560f77d201bec31887215e4ad7

Observation f27faaed-2c5e-4aba-83f7-504c58d38c32 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.278246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.748594Z digest=sha256:8a59b7dc58e3c78abfbb9facef92b0f16155faf54ee6a3ef08c8fb0f4153548a

Observation 7e03c9e3-0372-4321-af65-836c8cca87f7 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.264981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.752754Z digest=sha256:f9bb42afbd2f9f6528e1e75f2cea45cb0b3c83e1aa3d5bd03a6e6308752bc6df

Observation e14604fb-43c3-4e4b-9468-05454e8e1a06 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.250791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.756935Z digest=sha256:a46286ef8fe5846e55bc0e9da73ee2e1a1da07775b557614481cabbf5ed0f765

Observation e7354fee-3911-4ed1-846a-259096fb8252 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.236420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.760853Z digest=sha256:c1da56bf866526f3cda44a9c08c245cf2914eaef84725e6ddcc44a0cfdb4a52e

Observation 0ef3ba3d-2118-421b-9d38-0c72291eb748 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.222208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.765065Z digest=sha256:19462bb46d7cc0c59a2b359861b2f981b7c2be70251a56214823ed37311e83b3

Observation a6570751-fdc1-43e5-8f4b-0c8ae382b6d1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Learning to Ask: Conversational Product Search via Representation Learning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.769041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.769041Z digest=sha256:429ce12dd0f291ce810fd2991703c1a0558148fa8412fd3392fb66bce599ce72

Observation 8bf7a005-a2b6-4248-92a7-1efb6236da00 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.206189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.773494Z digest=sha256:3f48bc459dab449ce0ce0abd89608f83d626cc126414dc44b9930b42540cffb1

Observation edf28e36-8780-40f5-a45a-d0fdcc8356d0 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.190500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.777923Z digest=sha256:b14700559bec6b083af4d63b209bb1b699098c04c54583b1fde9cc5442bc5816

Observation 16612286-ec9e-40e1-9020-6e52a796f301 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.175790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.782005Z digest=sha256:4ba243c9370ead777e64d2b263f15cfa334273179ce7f4da562a0149596dcbb0

Observation 230cf37d-371e-4e0c-8b3c-14a044b59976 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.160671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.786487Z digest=sha256:344a3c04a2d59660ccc51d081b3b32d90ff9b7c4d2b7993ee787576dabb0864f

Observation 91726aa8-85d6-4d9a-ad75-c1cd13ad2ac9 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.146159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.790919Z digest=sha256:d7d677111819f50480a2376fbcaf3d67ed896e543c087455f091bf26a34c5637

Observation fa6959d9-d012-4c84-81fd-cc9836b309a9 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.800010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.800010Z digest=sha256:67184a1f31b97573aa66d9ba3cbcca8e385f3c061344ae301991fd4b5914f2fb

Observation 6ef78a3b-cb4a-490f-b91f-606738420ecc · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.107229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.804567Z digest=sha256:81c8a63537feb03e41783a4a1d75e129f45f59b967c09408b3c4dcf95cc0958c

Observation 385fd461-0c2a-4346-8649-f762cfc96a58 · outbound

This paper cites Bruce Croft.

Learning to Ask: Conversational Product Search via Representation Learning Bruce Croft

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:26:06.093827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.809099Z digest=sha256:ff2a7bd4163ad00cf1b17d23be0c2d2eca0f69a5cd8355989212cbe26c73329b

Observation ab67cb06-c89f-4305-8ecc-31dc79a7f8ec · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.081008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.813828Z digest=sha256:4b0a2bebb7f2b662e1f1362ba4a6c386ba828a721bf2fb39d993df08af40f62a

Observation b5c1af95-6b9d-4708-bf29-c8cdcb73ac91 · outbound

This paper cites Playing 20 Question Game with Policy-Based Reinforcement Learning.

Learning to Ask: Conversational Product Search via Representation Learning Playing 20 Question Game with Policy-Based Reinforcement Learning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.818238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.818238Z digest=sha256:f14cb7ab49dfc31b31c05608be480b8e07e5d74a266a49a94840adf96f3cd342

Observation 3199ff13-888c-4b7c-9baf-43798832b493 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.067286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.822938Z digest=sha256:c4914a4f6ba055d445ccb81a273d245d22ddd79b40240c663290c802a20a3ae0

Observation 2e6eb7a7-33f8-4564-9702-e5839fa94028 · outbound

This paper cites Robertson.

Learning to Ask: Conversational Product Search via Representation Learning Robertson

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:26:06.053378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.827320Z digest=sha256:4b182976c0d71a3d81047107be1ac31a960615af9710a6bd3b29e779b4e8458d

Observation 5d838647-cc36-451f-a20d-e98887c98cb2 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.039651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.831858Z digest=sha256:222ee667fd1c34b3be2f4540aa6ed20376a807f4ad7e6a1aba221013634fc491

Observation eb6862c3-a43a-4615-a042-993f9f2a87e6 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.026328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.836252Z digest=sha256:dc241eecaf707a966c07c197c3a70ddbe57cf497b0f2bceb5fb3ef5a814549bc

Observation 66c8aa9b-10de-40a4-9880-9c30d96d3ffc · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:06.012368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.840641Z digest=sha256:4adea4952f84910b8e15dbacc45d708305f75eba20d33e54e8da6d6953ff474e

Observation 61376aa9-375c-4144-a3fc-d8015bd66c16 · outbound

This paper cites Attentive Memory Networks: Efficient Machine Reading for Conversational Search.

Learning to Ask: Conversational Product Search via Representation Learning Attentive Memory Networks: Efficient Machine Reading for Conversational Search

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:26:05.280042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.845307Z digest=sha256:3b650b736f4ab787d2769df31e228a2c3fc701e0a1686e2faa7913a21a558142

Observation 0b7924cc-631b-4580-ab88-c1606e583faf · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.998321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.850372Z digest=sha256:67683b2673f059d5c03064f34786c547e013ba62906ebb726c86fe7da2f155fd

Observation c8fc541c-d13a-4530-85a8-5df1b75bb65f · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.984272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.855199Z digest=sha256:0c2d989de6830e927f81b9592544575d1393b90544e24196c113048187ba8e42

Observation 29f6ea6b-178a-4482-9391-77112c50fe8a · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.970011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.859892Z digest=sha256:1cbd1a36d64bf677fc76a1ea2aecf54a78b700f27c6bd08e81ac9f3c027368d2

Observation e6117ec0-2726-4142-948c-6417679fa88b · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.955780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.864582Z digest=sha256:694e2c770bf7c27c076f1954cb6710fc0de94fb3a935f746093dac09bfe6e6d0

Observation 7e283583-63f9-497b-905e-ede6ca82572f · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.940921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.869195Z digest=sha256:c4522ad2c33f2de3c1ada5b09fd2bac5505df235e255afe8120eb81fd8488896

Observation 74148874-4861-4ccd-9c3e-7ba4ef788326 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.926957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.873717Z digest=sha256:27fd32d5af31b37fe565f7b3891b21b6d387078da2e0dc19521d06627709989c

Observation 83e1bebf-f73f-4082-83ae-940e38785306 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.912829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.878104Z digest=sha256:e364d0f26e3d689e6c1f664e4968f34539e890fac1bef97d1a1385e4f2d271ab

Observation bfb45c47-4c63-4171-b73d-69850e724b88 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.896819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.882185Z digest=sha256:3ee222332d1a43fc195bbf547cf822233e2d8d48d816798b2ffff54de8300b17

Observation a26a2253-e246-4a71-814c-31ac80a4e7e0 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.882305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.886562Z digest=sha256:cd739d20ee2126bdb303c260df4580ac0855de8e16ec500124e2364f52557c92

Observation 29c9544c-d350-45a5-b966-d315a29374c3 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.868195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.890585Z digest=sha256:8c0176b3336a780d016bdf7b0f10d963b56e5778c29b99f40cec5f67558b117c

Observation a0022388-1591-4553-9048-f95757ef67b8 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.854182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.894604Z digest=sha256:ced8ba456b1230c6e2a783adc5d0a55e814c8920aa00fd5e71e71ed1346088bc

Observation 31f3d315-54d4-4f4d-a8af-caf26219abe0 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.839412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.898782Z digest=sha256:3e0c5a19977399df539a6cc85f8d36fd63dd63e300a1ae0c961394f470f44a53

Observation 8fe33b0e-30e7-49c9-abb9-d1f59478a2ab · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.902787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.902787Z digest=sha256:e3bf66a6acea59ced7c0a31b73e72fe081ae7e7aef49663ffd68ab509d2f971a

Observation 9fadd2b0-1cb0-4d54-8654-163286c87b3f · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.815326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.907274Z digest=sha256:485770a36cf84c484e7e90f689e9de2d0d1ef7ef412db3cf4ee1111c705b092e

Observation 148d1558-fb9b-4f55-a33a-3e69897603b1 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.801075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.911239Z digest=sha256:94539bfa0afd3d7c06396ba5b774ce524466635e0438ddd3460d1289bab927a7

Observation 3822188e-ab99-4392-9557-be364bde7194 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.786686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.915528Z digest=sha256:20f7a7ecb16d56b5d336f96e1c8fcc5c3ecbf4bb3d44f80d4a69a5226dceb202

Observation dae502ad-3124-4a4e-a479-c9622d42d3cd · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.772622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.920574Z digest=sha256:754aa7a30092a24fb57c4ba9bcc8afc21356680b5286786c0e3794e8af00356c

Observation 21a731fc-9632-4347-80ed-7504ac96f618 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.925184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.925184Z digest=sha256:42f55dc82f8e46c844af17466df28cf0946a7f1ab0cddb88f10b36584feefce2

Observation 40945889-cd4f-48da-a194-55fd31f2714c · outbound

This paper cites Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information.

Learning to Ask: Conversational Product Search via Representation Learning Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:04.929852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:04.929852Z digest=sha256:25ad29eda0c30c3f6f426179ab5a12268f89bf9b7e2b797f8b138d2b26be96f5

Observation 62ec093c-28d9-43c1-8342-59ab49afd7c6 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.748034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.934663Z digest=sha256:a8e5e58fdbc1872a2a4ac5b15b8a85b66fe05a6627ba1152a341fb1adfb9ebb6

Observation 8d5afa67-6e34-43e7-953b-16bfb0758813 · outbound

This paper cites Learning to Ask Appropriate Questions in Conversational Recommendation.

Learning to Ask: Conversational Product Search via Representation Learning Learning to Ask Appropriate Questions in Conversational Recommendation

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:26:05.221321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.944136Z digest=sha256:ebb38f4de80df4f715204cf100d26827fabf6719c0897560297212d14a677abe

Observation 3591d5e3-3ca2-49c3-8017-2143580d97b8 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.734594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.949004Z digest=sha256:a7aacdf5e81b8689ccb07ba1b3dc15eea8086c2eaf375f2a7cc04d8e9f6fbd1c

Observation faa609f9-bcaa-4b6a-8baf-25e549675477 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.720985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.953266Z digest=sha256:1fccc71b42f5b6d8b97cfe4713cc6de329f131600093ea06744b6d9bf1f36796

Observation 22a57db7-99bd-4e54-83b8-aeafcf17ffd2 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.706794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.958131Z digest=sha256:0dae96fc0f3a2e86780bb262ac703cefc04179795543b1c249992cd05560716a

Observation 3e47c2b2-7401-4820-bdfb-84d3d4251077 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.692163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.962903Z digest=sha256:ad91d2031ba5888b18247bd189e6183c52e072874aa87f355ba7b3f937f5181f

Observation 1a2320b6-b3e8-4abb-b6af-6eb0387c542c · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.677335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.967574Z digest=sha256:5662b5940d5889ff1eb3e6903af6f26462434008a565890aa188dcecab6ee9a4

Observation aa9c15d4-bab5-4d66-a2e9-493f20ef5483 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.662190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.972086Z digest=sha256:b6a8053bc0a096736768958a30320404217429df8643edf6f5eecce45de07524

Observation 8eb22ec1-2a7a-44f4-ae3a-421bf1764010 · outbound

This paper cites Trippas, Damiano Spina, Lawrence Cavedon, and Mark Sanderson.

Learning to Ask: Conversational Product Search via Representation Learning Trippas, Damiano Spina, Lawrence Cavedon, and Mark Sanderson

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:26:05.646324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.977078Z digest=sha256:76b6ef62344adbf0e1bacdf74238091804e67615316990085931be70ae33da9c

Observation 2d1c1760-3e79-4769-9820-06791aba223e · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.630126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.981661Z digest=sha256:c537cd35ec4372b8a1e2e183dcd0e467422f785fbb003240f4d8910d04404165

Observation 6729f6fc-4276-42d8-bdcb-2bb6b30a4711 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.615920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.985907Z digest=sha256:11498fc3f05936e72253af46e1fd10699cac2d77c7f6916b97de9dc6f222c99a

Observation 23df410a-485e-4f3d-b7d4-80f4db1e7467 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.601302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.990556Z digest=sha256:d131f2a6c08b57fd1bfa7bb4e78ab2bb134d6a2e19fe52138cd942bd4fbbf7c0

Observation 1dbf4dbf-e99e-4558-879c-9f26cc949bc5 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.587210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.995607Z digest=sha256:4c01427a2be799aa647a46251cbb2543126a18fce4d133702b543601190410f0

Observation e1a1eabe-1840-4357-a8e2-4362dbf4237a · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.573269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.000280Z digest=sha256:a6efa8308fa5dabe0a917f9db314565b2c76f7e45639cce6e3dcaf1a25ba73f7

Observation 4d6cf1ac-b84a-40c6-b18b-fdd75e704cac · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:05.005032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:05.005032Z digest=sha256:3899ab17c8d7b210f311ace19a5f4b21f993618bed94247d43ab464f4e5734f4

Observation ce808eb9-5fb0-4b05-9a25-bcb87d15de3a · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.548386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.010317Z digest=sha256:83cff81c093854141c1461aec01543443075dc56be0606ca9fb20fb0be27b024

Observation 6b602a0e-a641-419f-9809-1a6f756bb0bd · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.532405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.015377Z digest=sha256:7d57f5808fda6710cfe1c5326ae001e980fec52ed9f4ef9aef1e2ce8ac4bd700

Observation 4794cce8-6d8b-475e-871e-3e802966a949 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.518398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.020089Z digest=sha256:21277c536f7a71ff49d89ce0c588a6756b8dc3bff454a86c946b86cfe52ccd0f

Observation 4e174852-0535-459a-8b89-dd8366da5abf · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.505033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.024622Z digest=sha256:e8c5964eaaff74e9cf31c3b2eb8caf1be80e910597720b39b18e930c262721b4

Observation f8bd1421-c527-46aa-a880-40b28103d9bc · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.491205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.029636Z digest=sha256:464fddfb907ea28ddf6bd89046624da5ca644a9b089ff0e00baf0478886ea336

Observation ffb92d56-9681-47c0-ad49-26a346c6e58b · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.476746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.034521Z digest=sha256:53830c9e758be47a0e1bac16c38fb906341b7eaedcf30701f60efca32fe16cf5

Observation 7b1dd776-2fe2-4fed-8a4e-7a2ad37cb549 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:05.039719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:05.039719Z digest=sha256:251a702575aab99b00d8e0c370f16da164d8526b94d5fc0091dfc97e5d083ab9

Observation 4f7c0408-0272-46f6-8faf-8cbd4df6455c · outbound

This paper cites Analyzing and Learning from User Interactions for Search Clarification.

Learning to Ask: Conversational Product Search via Representation Learning Analyzing and Learning from User Interactions for Search Clarification

Reference 76

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:26:05.201086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.044368Z digest=sha256:7c8493e97c7393a7983a1bbbf142321f38b49d6fc176ba8d3cee2c05109d5037

Observation 7d1f6f0e-bad2-40ba-9b44-a16c1da88192 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.453269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.048840Z digest=sha256:aa187e36378d89f094197eb9ebc19db2f66df45a7397e290a17e346a32a27c01

Observation 378c486c-14de-4b0a-b08c-e25e4b98bcda · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.439022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.053084Z digest=sha256:0b9f1ca1e711a844676a04acc0e8d056c6552112ce897ad933abf7846c685e47

Observation 3dbadbe3-a597-420a-a929-b45f96ffc4dd · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-12T18:26:05.057428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:26:05.057428Z digest=sha256:3dc30505996bfeef3240bcb02821ee8342222e3ec86f5a7f02a8cc3aa4a42270

Observation 1ac51645-dcb4-4592-80c4-7db8404bf8f8 · outbound

This paper cites Neural IR Meets Graph Embedding: A Ranking Model for Product Search.

Learning to Ask: Conversational Product Search via Representation Learning Neural IR Meets Graph Embedding: A Ranking Model for Product Search

Reference 80

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:26:05.180911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.061768Z digest=sha256:d40ff7531eef75906f73286e33c91f7e65df1fe2c6cf35bf90907ddeb8100e8b

Observation 5053160b-66ac-46d5-8e0f-ce8e40f108fb · outbound

This paper cites Diverse and Specific Clarification Question Generation with Keywords.

Learning to Ask: Conversational Product Search via Representation Learning Diverse and Specific Clarification Question Generation with Keywords

Reference 81

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:26:05.160162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.065895Z digest=sha256:6dccd684959cbccffcd03dd3fdd06932c89cb90b98256f501071f4125ae521de

Observation 45584cc5-0652-40e1-9465-9f7d11e10620 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.413416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.070812Z digest=sha256:132eb68972509d439c1a8b767abbd5b8e319c8e4cfdcda6e227fedf9ae02ca39

Observation 1e9bc1ea-2905-4532-ac43-6f3418a7eeac · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 83

Resolution
verified exact
doi, observed 2026-08-12T18:26:05.137683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.074876Z digest=sha256:c229b18092a3109bd922c76be6942f89cbab87c283697f69464b2c9d292bc98a

Observation cf4b84eb-a3cc-4954-a501-073e213e4ca1 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.396672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.080217Z digest=sha256:a14a3a56d63ab359f48d6334eb64476718d246c3b7dc78b2ab43ff43a98133f1

Observation a2d1a0fb-db14-4a09-8f53-5eaa14c3c111 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.380910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.085063Z digest=sha256:01b6e25b3a67a2b7795bebedc868b7e7751dd780f2cc681391aa718b73bf3f7f

Observation 2e3e02da-b0ae-432a-b3c0-502215b47d1a · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.366645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.089484Z digest=sha256:e3abc257d52b76ab4af800db3d26ff57c7ab7348e1f082445194ac55e889a60c

Observation f78745c3-344e-4db5-97ae-d612a3c3abf2 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.352251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.094261Z digest=sha256:8f9e89d6a5b2177a31d8fb376c3f514887e8dc4abe2f5536fe9e9ea929dd3902

Observation aed7c5fc-afdc-4fbf-b8f5-0ce0f40451f5 · outbound

This paper cites an unresolved cited work.

Learning to Ask: Conversational Product Search via Representation Learning Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:26:05.338146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:05.098978Z digest=sha256:b6f02ebf1fe945b04903b1403bf61cba46636a0dd31f2acddb9d92b643826f22

Observation c1c7443c-49ec-4992-9759-a6b34e96d938 · outbound

This paper cites In Proceedings of the 2013 international conference on Intelligent user interfaces.

Learning to Ask: Conversational Product Search via Representation Learning In Proceedings of the 2013 international conference on Intelligent user interfaces

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:26:06.131243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.795578Z digest=sha256:a4c50568ef4aee986a4b836b387f443eb006caf3be27ff98707b2938da0e8f15

Observation 5788d659-a60e-435c-91de-4f6f09849c4b · outbound

This paper cites Wizard of Search Engine: Access to Information Through Conversations with Search Engines.

Learning to Ask: Conversational Product Search via Representation Learning Wizard of Search Engine: Access to Information Through Conversations with Search Engines

Reference 2021

Resolution
metadata mismatch
local_arxiv, observed 2026-08-12T18:26:05.242895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-12T18:26:04.939315Z digest=sha256:88da5dd5fb74da0706588246290ced0eac8dc76803a5dd50e70cbc487a85d919

Pith citing papers

No inbound Pith citation observations are available.