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Paper Citation Record · LEDGER

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots

As of 20 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:1908.05859.

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

pith.paper-citation-record.v1
1908.05859 v3

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:06:03.088923Z

measured 16 of 16 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

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f682d7fd-6b3a-4ba3-b8bd-af4d5a324d94 · outbound

This paper cites In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, V olume 1: Long Papers.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, V olume 1: Long Papers

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.697580Z

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=2026-08-14T13:06:02.914214Z digest=sha256:3020e15a90a60f6b9d7594138cbc08e89752832e8ec2f320f898e52464f91c59

Observation 8394bb25-5f2b-4adf-b3f2-8253e9845223 · outbound

This paper cites an unresolved cited work.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:03.643213Z

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=2026-08-14T13:06:02.925837Z digest=sha256:cbca96fdeccaa1b852b4f090c4e34aff5d42e475648fface9ec8278004b0ff1c

Observation 8a16f960-dec8-4848-a904-ebd19189a6b1 · outbound

This paper cites In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016 , pages 1400–1409.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016 , pages 1400–1409

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.537073Z

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=2026-08-14T13:06:02.954113Z digest=sha256:c74902ab5e662d8a9e38dfeced540ee61690455309965b4e8314c11b3e10dbb9

Observation b23e9888-db72-4bab-adc4-69f90847dc52 · outbound

This paper cites Journal of Machine Learning Research, 15(1):1929–1958.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Journal of Machine Learning Research, 15(1):1929–1958

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.375613Z

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=2026-08-14T13:06:03.002010Z digest=sha256:48ac2da591324b14db18e38044ccf01fe5eea92abd354a7808c5db2fce605787

Observation 54450502-181e-479b-8bd1-86d39fb8cbf1 · outbound

This paper cites an unresolved cited work.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:03.276545Z

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=2026-08-14T13:06:03.047237Z digest=sha256:94faa492ec71f1cd7465bd36fee4eded42fb581708253ad39cfd113e04f5f6d4

Observation d5d273a1-62d6-4032-8f6c-6df5f8c29774 · outbound

This paper cites an unresolved cited work.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:03.191472Z

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=2026-08-14T13:06:03.064930Z digest=sha256:c319130e09410ca05511b2ed878a5dd781ceff7fd2fbe4c76f2f2d096bc846b7

Observation 80c532bf-c0b3-4175-92d3-413a125d8d16 · outbound

This paper cites an unresolved cited work.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:03.157520Z

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=2026-08-14T13:06:03.088923Z digest=sha256:b067783023993d7489b0144c457ba709917316eee031285e28669222874806d7

Observation 2ba7240b-8449-4a07-832e-2516d328ea9a · outbound

This paper cites In Proceedings of The Eighth Text REtrieval Conference, TREC 1999, Gaithersburg, Maryland, USA, November 17-19,.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of The Eighth Text REtrieval Conference, TREC 1999, Gaithersburg, Maryland, USA, November 17-19,

Reference 1999

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.314855Z

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=2026-08-14T13:06:03.031275Z digest=sha256:cee1fe177c5aa6679ce6afe47fa2fb73898ae6e1c52539240286f6ebcb5046b5

Observation 3e56bb9c-2c9a-462b-8058-8b526f897e2e · outbound

This paper cites In Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel, pages 807–814.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel, pages 807–814

Reference 2010

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.472234Z

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=2026-08-14T13:06:02.965588Z digest=sha256:194bb060e700b46a55cc6303a7b75dac2b2760f0af14d874e760fc3b8a3a925d

Observation ee4bfe1e-1c38-4767-af54-0f9a9f29f1e2 · outbound

This paper cites , pages 3111–.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots , pages 3111–

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.585006Z

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=2026-08-14T13:06:02.944062Z digest=sha256:801c3e1e19e051694a1097dfa0f42e69f009a62288577a7f2dd6adf7c906c596

Observation 2d588185-2405-403c-a30f-a465d0e9125d · outbound

This paper cites an unresolved cited work.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-14T13:06:03.425974Z

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=2026-08-14T13:06:02.979687Z digest=sha256:a7526cfd1bcafd6cd1639c1142f650c8ca9689c06e4e1ed3ba4f191381fc11f9

Observation 47ddc6f6-75d2-457e-a540-7422254874a5 · outbound

This paper cites In 3rd Inter- national Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In 3rd Inter- national Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.746718Z

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=2026-08-14T13:06:02.905609Z digest=sha256:84bf2b8dae56b7cea546371cfdb8c5e0c630d8269bdc8995047432d5fd9b89d8

Observation ae53c00b-d4a3-4abe-86c3-3f00b08a2c94 · outbound

This paper cites In 12th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2016, Savannah, GA, USA, November 2-4, 2016., pages 265–283.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In 12th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2016, Savannah, GA, USA, November 2-4, 2016., pages 265–283

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.859592Z

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=2026-08-14T13:06:02.864349Z digest=sha256:155ae977a91febe1c9c3fa5143fefe7bd842a3e1939169b6f547a172e6ceefa6

Observation 1ca6518a-9fd7-426f-8dd7-bc28cffbc0b7 · outbound

This paper cites In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, V ancouver , Canada, July 30 - August 4, V olume 1: Long Papers, pages 496–505.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, V ancouver , Canada, July 30 - August 4, V olume 1: Long Papers, pages 496–505

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.225825Z

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=2026-08-14T13:06:03.057500Z digest=sha256:814341fefa067262be78b26b7dafd5573fbd58aca3de74b5cd1771588ae3c3dd

Observation ea41383b-d1ff-4a16-84ec-15c2f7b290b3 · outbound

This paper cites In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018 , pages 2775–2779.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018 , pages 2775–2779

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.611109Z

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=2026-08-14T13:06:02.934553Z digest=sha256:7c2e6f24e2702e0a6fe9edc6efdf932bf57caa2589f5743c197ec9b5468a1f1a

Observation 3e7a3863-8af4-4391-8818-ae57ef9e2b5e · outbound

This paper cites In Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019 , pages 2321–2324.

Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots In Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019 , pages 2321–2324

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:06:03.792702Z

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=2026-08-14T13:06:02.890984Z digest=sha256:2f8a7ab259143dec17d714122e92330e0fe902e2f0b15c951d6be695231591bc

Pith citing papers

No inbound Pith citation observations are available.