Paper Citation Record · LEDGER

Deep Conversational Recommender in Travel

As of 5 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:1907.00710.

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

pith.paper-citation-record.v1
1907.00710 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T17:12:50.811222Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T07:13:21.198407Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T12:09:48.822527Z

Reference resolution

48 of 48 outbound references displayed

verified exact4
verified fuzzy43
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7988ab4-83f3-4805-b50b-13b849e11dac · outbound

This paper cites A Neural Conversational Model.

Deep Conversational Recommender in Travel A Neural Conversational Model

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-25T17:16:04.606277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 49c581e8-40d9-4789-bd43-c585d82c868a · outbound

This paper cites Neural responding machine for short- text conversation.

Deep Conversational Recommender in Travel Neural responding machine for short- text conversation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.734924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2c4e310e-fc44-4644-9fe9-45aefe1b812a · outbound

This paper cites Building end-to-end dialogue systems using generative hier- archical neural network models.

Deep Conversational Recommender in Travel Building end-to-end dialogue systems using generative hier- archical neural network models

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.866308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 900be93b-c797-47c3-8992-e2a193b3ad2e · outbound

This paper cites Learning end-to-end goal-oriented dia- log.

Deep Conversational Recommender in Travel Learning end-to-end goal-oriented dia- log

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.758417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5b23db1b-ad90-4235-b4e4-2de4a70f9601 · outbound

This paper cites A network-based end-to-end trainable task-oriented dialogue system.

Deep Conversational Recommender in Travel A network-based end-to-end trainable task-oriented dialogue system

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.754805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ec1db008-edc9-4276-a99d-32e77a5a3862 · outbound

This paper cites Multiwoz - a large-scale multi- domain wizard-of-oz dataset for task-oriented dialogue mod- elling.

Deep Conversational Recommender in Travel Multiwoz - a large-scale multi- domain wizard-of-oz dataset for task-oriented dialogue mod- elling

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.862452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 955ca37e-7335-42b7-8294-29b8412e6f80 · outbound

This paper cites End-to-end memory networks.

Deep Conversational Recommender in Travel End-to-end memory networks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.750732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3cc8af56-66ed-4519-86c1-f00d4cca7552 · outbound

This paper cites Mem2seq: Effectively incor- porating knowledge bases into end-to-end task-oriented dialog systems.

Deep Conversational Recommender in Travel Mem2seq: Effectively incor- porating knowledge bases into end-to-end task-oriented dialog systems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.878309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 071ac2e0-7b5d-4257-99f0-de3868329f13 · outbound

This paper cites Towards deep conversational recommendations.

Deep Conversational Recommender in Travel Towards deep conversational recommendations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.817810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6d53d67f-6429-48ed-a7a3-0a47599828a0 · outbound

This paper cites Conversational recommender system.

Deep Conversational Recommender in Travel Conversational recommender system

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.727311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a6645ebd-7026-46e6-a25b-b470c0012a8c · outbound

This paper cites Latent dirichlet allocation.

Deep Conversational Recommender in Travel Latent dirichlet allocation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.874302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 319038d8-ba58-407b-8f7e-8a0841508813 · outbound

This paper cites Partially observable markov decision processes for spoken dialog systems.

Deep Conversational Recommender in Travel Partially observable markov decision processes for spoken dialog systems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.775340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8298dade-a7fa-4f8c-9462-8a27bef6aafe · outbound

This paper cites Sta- tistical dialog management applied to wfst-based dialog systems.

Deep Conversational Recommender in Travel Sta- tistical dialog management applied to wfst-based dialog systems

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.778974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0ac208fe-918c-4ebe-9e8f-1f36e5a6d61e · outbound

This paper cites Pomdp- based statistical spoken dialog systems: A review.

Deep Conversational Recommender in Travel Pomdp- based statistical spoken dialog systems: A review

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.794697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation da03c660-5364-4327-802f-970448dd27c7 · outbound

This paper cites Dialogue management in the mercury ﬂight reservation system.

Deep Conversational Recommender in Travel Dialogue management in the mercury ﬂight reservation system

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.814182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d2c7fa94-977f-455d-a5d4-9033968c4d46 · outbound

This paper cites Let’s go public! taking a spoken dialog system to the real world.

Deep Conversational Recommender in Travel Let’s go public! taking a spoken dialog system to the real world

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.798657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 20d82fa3-bdce-4be6-a740-e9fdebc589b8 · outbound

This paper cites Generative encoder- decoder models for task-oriented spoken dialog systems with chatting capability.

Deep Conversational Recommender in Travel Generative encoder- decoder models for task-oriented spoken dialog systems with chatting capability

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.762884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 59a038a5-dbdc-490f-8723-065230b2dad0 · outbound

This paper cites Latent intention dialogue models.

Deep Conversational Recommender in Travel Latent intention dialogue models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.806096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1c2b98a8-a36a-4aea-bca5-de416ae0ac16 · outbound

This paper cites An introduction to the syntax and content of cyc.

Deep Conversational Recommender in Travel An introduction to the syntax and content of cyc

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.771192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 71a9dbf5-2c1b-4dc9-9049-861ada6abb5d · outbound

This paper cites Key-value memory networks for directly reading docu- ments.

Deep Conversational Recommender in Travel Key-value memory networks for directly reading docu- ments

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.767262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2b318952-6df0-4057-912f-6ce18e3a2526 · outbound

This paper cites A knowledge-grounded neural con- versation model.

Deep Conversational Recommender in Travel A knowledge-grounded neural con- versation model

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.836635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 49466886-edcf-4085-9a0a-1daac7d4b2ad · outbound

This paper cites Steering output style and topic in neural response generation.

Deep Conversational Recommender in Travel Steering output style and topic in neural response generation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.844261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a3a7ed54-2c60-4abe-a35d-85cf056a014c · outbound

This paper cites Topic Aware Neural Response Generation.

Deep Conversational Recommender in Travel Topic Aware Neural Response Generation

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-25T17:16:04.625196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation be0a270b-5625-4c75-bb5f-2f1e81185a6e · outbound

This paper cites A personalized system for conversational recommendations.

Deep Conversational Recommender in Travel A personalized system for conversational recommendations

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.870476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9164778f-128c-4403-83b9-e0a236caf6d7 · outbound

This paper cites Converse-et- impera: Exploiting deep learning and hierarchical reinforcement learning for conversational recommender systems.

Deep Conversational Recommender in Travel Converse-et- impera: Exploiting deep learning and hierarchical reinforcement learning for conversational recommender systems

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.743185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8bc78401-c518-4a6b-841a-6e2e001f8089 · outbound

This paper cites Towards conversational recommender systems.

Deep Conversational Recommender in Travel Towards conversational recommender systems

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.746931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9d798e41-1464-475d-8c55-9c40d54ee539 · outbound

This paper cites Towards end-to-end reinforcement learning of dialogue agents for information access.

Deep Conversational Recommender in Travel Towards end-to-end reinforcement learning of dialogue agents for information access

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.802291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d49f1209-2295-4a8c-8037-1ca4b05f637f · outbound

This paper cites End-to-end task-completion neural dialogue systems.

Deep Conversational Recommender in Travel End-to-end task-completion neural dialogue systems

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.810165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 29ae2b9e-29df-4c56-a5be-dd20aaee72db · outbound

This paper cites Learning long-term depen- dencies with gradient descent is difﬁcult.

Deep Conversational Recommender in Travel Learning long-term depen- dencies with gradient descent is difﬁcult

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.730882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c2d45b1a-23a7-44f0-a70f-260b13e9365c · outbound

This paper cites TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency.

Deep Conversational Recommender in Travel TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-25T17:16:04.616960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a978eac3-5a82-4a2c-a762-8963f518a3b1 · outbound

This paper cites An introduction to variational methods for graphical models.

Deep Conversational Recommender in Travel An introduction to variational methods for graphical models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.858609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a8d46c83-ea23-4ff7-8944-80fd614f6841 · outbound

This paper cites Neural variational inference and learning in belief networks.

Deep Conversational Recommender in Travel Neural variational inference and learning in belief networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.738899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0564c479-dfdb-49f7-aa2f-47212f94bfd2 · outbound

This paper cites Neural variational inference for text processing.

Deep Conversational Recommender in Travel Neural variational inference for text processing

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.833001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2022e6c4-c82f-44e2-a4b9-8eba69685683 · outbound

This paper cites Auto-encoding variational bayes.

Deep Conversational Recommender in Travel Auto-encoding variational bayes

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.848028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 78ed9b20-1c59-401b-b675-0893ecbc76b4 · outbound

This paper cites Graph convolutional neural networks for web-scale recommender systems.

Deep Conversational Recommender in Travel Graph convolutional neural networks for web-scale recommender systems

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.708815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1ab24dfe-9fef-444e-b96e-9f02297e3390 · outbound

This paper cites Representation Learning on Graphs: Methods and Applications.

Deep Conversational Recommender in Travel Representation Learning on Graphs: Methods and Applications

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-25T17:16:04.611556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2875e5ea-d0dc-44f7-a42c-6bc85b7beded · outbound

This paper cites Semi-supervised classiﬁcation with graph convolutional networks.

Deep Conversational Recommender in Travel Semi-supervised classiﬁcation with graph convolutional networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.723531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 88e44995-ae05-40b8-a9ad-285752d586a2 · outbound

This paper cites Empirical evalua- tion of gated recurrent neural networks on sequence modeling.

Deep Conversational Recommender in Travel Empirical evalua- tion of gated recurrent neural networks on sequence modeling

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.719872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b1f07fbe-68de-44bc-b751-83131dc6bb94 · outbound

This paper cites Point- ing the unknown words.

Deep Conversational Recommender in Travel Point- ing the unknown words

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.821840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2bfe6254-ecfa-4825-a34b-e677ab6bdb1d · outbound

This paper cites Get to the point: Summariza- tion with pointer-generator networks.

Deep Conversational Recommender in Travel Get to the point: Summariza- tion with pointer-generator networks

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.825850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5babd97b-cec4-462d-b02a-d3127b2d6589 · outbound

This paper cites Knowledge- aware multimodal dialogue systems.

Deep Conversational Recommender in Travel Knowledge- aware multimodal dialogue systems

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.716108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation eff84710-359c-4e1e-80f9-883f0b2ea70b · outbound

This paper cites Autorec: Au- toencoders meet collaborative ﬁltering.

Deep Conversational Recommender in Travel Autorec: Au- toencoders meet collaborative ﬁltering

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.840176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0bab297d-68f7-4d95-94ec-cd9a16ac2a4f · outbound

This paper cites Neu- ral collaborative ﬁltering.

Deep Conversational Recommender in Travel Neu- ral collaborative ﬁltering

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.829557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 67c511d3-7f57-430e-b24a-7ee02686e1a5 · outbound

This paper cites an unresolved cited work.

Deep Conversational Recommender in Travel Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-25T17:16:05.853427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 69066728-4baf-4a2f-8b20-61657486aa13 · outbound

This paper cites A copy-augmented sequence-to- sequence architecture gives good performance on task-oriented dialogue.

Deep Conversational Recommender in Travel A copy-augmented sequence-to- sequence architecture gives good performance on task-oriented dialogue

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.712385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 66e434c4-0672-48f9-8e27-4dda0514295f · outbound

This paper cites Glove: Global vectors for word representation.

Deep Conversational Recommender in Travel Glove: Global vectors for word representation

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.786749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 16815ff7-64ad-4594-b7ef-45d815fba378 · outbound

This paper cites Adam: A method for stochastic optimization.

Deep Conversational Recommender in Travel Adam: A method for stochastic optimization

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.790799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 363bbe7f-1283-4cef-be51-038455f01455 · outbound

This paper cites Correlated topic models.

Deep Conversational Recommender in Travel Correlated topic models

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T17:16:05.782751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 86456860-40fe-4f52-9e0f-ff84498a615b · inbound

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems cites this paper.

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems Deep Conversational Recommender in Travel

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-04T12:09:48.823728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.