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Paper Citation Record · LEDGER

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions

As of 8 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 1 inbound Pith citation observation for arXiv:2506.00421.

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

pith.paper-citation-record.v1
2506.00421 v1

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:11:24.077798Z

measured 85 of 85 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T21:00:25.664841Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T21:05:04.205742Z

Reference resolution

84 of 84 outbound references displayed

  • verified exact0
  • verified fuzzy44
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30cd7cc8-208e-419b-a383-987bf6110751 · outbound

This paper cites Images are directly provided as input without modification.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Images are directly provided as input without modification

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:39.589671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:18.460924Z digest=sha256:afdf658cdb8a72fdb79f2ffff6027e0838bb08b426ba0a942f6e28dcab19fc21

Observation 3c60b5f4-7213-41c2-ac39-b79903d44710 · outbound

This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Process- ing, pages 13584–13606, Singapore.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Process- ing, pages 13584–13606, Singapore

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:17.272979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:17.272979Z digest=sha256:d0d9e1c25170e94b807c28db61bd59336fe6ffd5d0da87c1d44fcc2cce625b72

Observation df3ba289-cc9e-42fa-a079-cbaffaf2e9c7 · outbound

This paper cites Also, it learns to establish memory links between ses- sion memory and observed images/audio, as well as between session memory and chat his- tory.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Also, it learns to establish memory links between ses- sion memory and observed images/audio, as well as between session memory and chat his- tory

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:39.211025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:18.700026Z digest=sha256:b899bb24b47a21258b3824dd56b71169852dbe6b24fb4e3b8852221c72c77fe7

Observation e328181f-afb2-43a7-a83c-f4697ce9abf6 · outbound

This paper cites In Proceedings of the 47th Inter- national ACM SIGIR Conference on Research and Development in Information Retrieval , pages 796– 806.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions In Proceedings of the 47th Inter- national ACM SIGIR Conference on Research and Development in Information Retrieval , pages 796– 806

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:17.605192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:17.605192Z digest=sha256:d6b914bf12a0d0db2415ac19a25fff8b06cacbb4997ad6fd60439ab28b9c087a

Observation 48d5a64c-a048-4dfc-ab78-31d667ff7fe9 · outbound

This paper cites Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:17.838987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:17.838987Z digest=sha256:550e29abf090425a87db65cf8822523825e2b3db63d680a2c701761aede39448

Observation f60b30cd-4f13-473b-91f9-d04b8e1b68ed · outbound

This paper cites arXiv preprint arXiv:2409.12524.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions arXiv preprint arXiv:2409.12524

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:18.016722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:18.016722Z digest=sha256:3f9c0a6feac66b1af3e3e4c408b1579aed0299b8ed10f2bebba21d43facad1e1

Observation 51d33292-1679-4e40-9580-3899894cc9ff · outbound

This paper cites In Pro- ceedings of the 2023 Conference on Empirical Meth- ods in Natural Language Processing , pages 6268– 6278, Singapore.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions In Pro- ceedings of the 2023 Conference on Empirical Meth- ods in Natural Language Processing , pages 6268– 6278, Singapore

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:18.220168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:18.220168Z digest=sha256:fd63cbd37aa0b5714afced90806e8777494c513195e3da30e1e8259d1d00e558

Observation 2d16d6e1-d7d3-4e77-b43d-fca4928fa820 · outbound

This paper cites for our next scene.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions for our next scene

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:18.351134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:18.351134Z digest=sha256:71aa14f93452246d6e0466481681e14e211a7f42e2ccbfed40a8dc39377088b8

Observation fc063f83-635d-434b-bcf6-daeab07c2d24 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:30.095790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.132575Z digest=sha256:388a3a1592aef818ae5fc4f1ac5c312402db9d5f4373616b136d90d0e4b47e5f

Observation e6212254-e9e8-4b2b-9fdc-61502f285971 · outbound

This paper cites It decides when to take the role of the main speaker by pro- ducing a [YES] or [NO] token.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions It decides when to take the role of the main speaker by pro- ducing a [YES] or [NO] token

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:39.414188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:18.585128Z digest=sha256:0608a800281f0ea43f5115d4decc348c4fdc76fa0f39de2111282c78ffbcff03

Observation 7c2eb5ef-9955-40ad-81c3-da2297f785e8 · outbound

This paper cites (about all).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (about all)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:29.699859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.279319Z digest=sha256:7b3917ee3299f9a246e8c453115498684d5f57155d9b1455395b0c2f9f3812c8

Observation 9f44b535-5635-4de7-b044-2dc462fadf66 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:39.025151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:18.818799Z digest=sha256:2a58972baa2844a8958a3655ea93b8e467d8d36bcf51215d04ce961a3c76a687

Observation d30e365c-21d2-490b-b2cc-c2a01d6dca8f · outbound

This paper cites ###Response: Table 17: Prompt for memory generation.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ###Response: Table 17: Prompt for memory generation

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:29.216358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.454027Z digest=sha256:1bcbdadd479245bb7845b4dbf6f03ff889a9a339cb8f28e1f3c676b03e60a39a

Observation bb8fb5e8-0498-41e8-84ed-fcde80498b44 · outbound

This paper cites Instead, audio is replaced by its corresponding captions, and only the session’s chat history and images are included for tuning.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Instead, audio is replaced by its corresponding captions, and only the session’s chat history and images are included for tuning

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:38.635673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.000267Z digest=sha256:e778cef6edd85745f78169299da5f6fde34a784097db2c52c5a438daebbdbd64

Observation 476ee9e4-8b01-4cea-9796-7c76c439a8c2 · outbound

This paper cites In this image.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions In this image

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:38.435037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.100057Z digest=sha256:cc79fc39f0524fea36d4fbfbbf0d6c58bc9dbf4cbe4b8c97ef32f6437a3350d6

Observation 36f8f18d-9874-4bba-b0f6-7277c638d4cf · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:38.258846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.138710Z digest=sha256:95b2763ea44d4a7d5221c2be2e1470001852dd8d0bbbfa6a6499b28a830a54ff

Observation 06fab33f-5140-4c45-9514-f4129355f462 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:37.835929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.146013Z digest=sha256:8224b3da4936de8ac0cc3c6c5f92abbadc053b79ca1801a261c1472c4d3fa21e

Observation 0b00c342-258f-4630-bc2d-b365d7c94542 · outbound

This paper cites kitchen”. Similarly, a desk, computer, and books might suggest “office.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions kitchen”. Similarly, a desk, computer, and books might suggest “office

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.661543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.149527Z digest=sha256:685b1955c602a3424defa8cb374289a0b52228e2c20ec3c7feb9d8bfc95d02da

Observation acec0672-7398-473d-82ba-09fdc049491b · outbound

This paper cites ###Caption: {CAPTION} ###Answer: For Audio ###Instruction:.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ###Caption: {CAPTION} ###Answer: For Audio ###Instruction:

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:37.493116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.153191Z digest=sha256:4c70d7ff7a8919585d67644df0e9a34af07bda35751cb769c82b8da20371271a

Observation 77e3ba6d-c9ae-4ef4-ae4a-178eacd8a2ed · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:37.371885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.156986Z digest=sha256:e701470de69b804b6d0465ff83e03a9c8c7d4bbe11a82dc89b15838e43953513

Observation 32e60c6f-21a7-4ff0-83eb-9b481ad5e2b1 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:38.012576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.160524Z digest=sha256:8a093f8834399fcbd7b312070d9ea3157dcdf42e22d2a3e6f8045085451d4111

Observation f47b33c4-bad3-45ae-91c5-a0d7f413ee89 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:37.177265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.163882Z digest=sha256:bdd150c863fa59ad423aa950bcbf93cd55f73ec4f49285b687c2d866dc64dbc2

Observation 03056d2e-1492-429c-b83f-c085e781af81 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:36.980338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.168513Z digest=sha256:a440a7088433a1bafb33a4c548b002f28537b2d3726d33c0d1c598516b4a42b7

Observation b2d322d6-bcac-4110-a093-d93c5a7c387e · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:36.775122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.172427Z digest=sha256:19207d70df7c8c183e4446f9af4258fbb48893e92e618c1c28434d36801e2ff8

Observation 1b6d569b-22da-4e5d-93f1-ebf2a00226b3 · outbound

This paper cites ###Caption: {CAPTION} ###Answer: Table 12: Prompt for specifying location based on cap- tion.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ###Caption: {CAPTION} ###Answer: Table 12: Prompt for specifying location based on cap- tion

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.592095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.176195Z digest=sha256:9536b0c483f979be38470c680178a3bbe57cc4ea373604b19484442c85b934f0

Observation 957c831b-8ec6-48e5-8491-0ed0532aed29 · outbound

This paper cites Each session will feature the main speaker alongside two different partners.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Each session will feature the main speaker alongside two different partners

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.380419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.191943Z digest=sha256:e3fac32a8343233a6519f7618a9d99f07eee2dc85367de4746103002c0ff1d6f

Observation 7a2c71cf-31e3-4e08-97e9-a5035384ff33 · outbound

This paper cites In each session, the main speaker and two different partners will witness two settings unfolding in real-time right in front of them.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions In each session, the main speaker and two different partners will witness two settings unfolding in real-time right in front of them

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.200688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.282392Z digest=sha256:afddde55e7c5b8fb3f25900c6315deedb145f6c0ab02c58c05ddcd8593b8c741

Observation 000d32dd-c8e2-4558-ba82-7670f97594ab · outbound

This paper cites Ensure that no setting is repeated across the sessions.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Ensure that no setting is repeated across the sessions

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:36.019720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.342365Z digest=sha256:4f2ebee9586db02012c9f16cb1cc8420bbdbb1a08ca84dedd2d6c2f34e584118

Observation 8eac4c61-44fd-4910-8cf1-48ea4d3c3d0c · outbound

This paper cites a few hours later,.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions a few hours later,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.864460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.384151Z digest=sha256:d30d01d5badfad9be134c9566fa59113ccac6d78828319842cd2b398ae90aaf6

Observation 4ab83808-33b0-4bb3-a954-48b3e5635e09 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:35.675687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.448252Z digest=sha256:2740811c941281a83e102a59e94792edfe40bfd58372178cefa9aa6b6bf477b7

Observation f5d455e7-806f-4eba-9a30-4fb4f3bec006 · outbound

This paper cites For instance, if the setting involves cooking, one might inquire about the dish being prepared.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions For instance, if the setting involves cooking, one might inquire about the dish being prepared

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:35.495230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.496152Z digest=sha256:326790c632326c8a553ceaf4de70c58169af923b23a3cf18802a5af6aed209b9

Observation 57fe88ef-0762-4ee2-93a2-f425c1e4061e · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:35.290820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.538603Z digest=sha256:d2bdb6cf663f5e87b3870569d1477e1f49f1e275b6a2c74036f0d416e719caa3

Observation 6eb6d9c3-b1e7-4918-a17d-15841850e3bb · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:35.055144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.605351Z digest=sha256:3ad7dd29609ee0a57b04bcdd03b453bdc20995f2ed6ef99031e7951bd3b6964d

Observation e25722ab-0814-45e8-be9e-41508588a68a · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:34.859120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.668502Z digest=sha256:36d8321eee921331c14f736005ce4811f0f75d47934be3c4cf975eef8c813754

Observation ef95aa91-c02e-494c-83e9-4ac67233b153 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:34.544598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.729240Z digest=sha256:f172deb3d668d989c94138ef6682a7e50dcccc3bb07e5b426c7bf5517c2d1968

Observation 6fc15ca0-96b0-4af8-8be3-b4f508af06f5 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:34.191537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.790222Z digest=sha256:89276420994b567595e40090246be7e66b27d4afff5e07e8706a82c59a6748aa

Observation f00f08fc-2499-4138-a867-e16735cba507 · outbound

This paper cites no” Otherwise, output “yes.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions no” Otherwise, output “yes

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:33.926007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.875743Z digest=sha256:6398daecd2e360d8c051bd04a62e737b96a26d62c6e0e7dfb64bbbb5a4d28ce1

Observation 80b26b89-3888-4e5e-a459-b480c4890142 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:33.695310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:19.935410Z digest=sha256:41ff7c50386d42f72d411dc6ab0e375e71c931a9c930e4a53e4b7fc94e1d3347

Observation 506f0f55-7249-4277-b791-f2af1ba738eb · outbound

This paper cites [{PARTNER 1 NAME}].

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions [{PARTNER 1 NAME}]

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:33.408404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.027240Z digest=sha256:725e41bbf325e90ed1caa840c8f624bb2025681fb6b1670a6d4e272f91f6dd26

Observation cb09013b-a746-44c8-addf-ddf3f942b5c6 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:33.109572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.105185Z digest=sha256:75c3648c676610fb2eee95f657404c92f6091e31ff8a7b4faae8f530cb53e0f3

Observation ef1a9061-e121-4177-8d0a-3fa16ad918e3 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:32.748254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.171630Z digest=sha256:a5bd42449a56eb5b34c821d08c3caaa12cca1aba72c4b0698cfc52bf5fdf208c

Observation f0bdb752-200d-45e3-aa10-b05ed4073cd4 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:32.414583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.268364Z digest=sha256:98d263e2ea6abd29282ddd223842693c707d0fb1d115163f9941ba5069e72675

Observation 9eaf80c7-0743-479f-b87e-f88f7c5e28da · outbound

This paper cites ###Settings: - {CAPTION A} - {CAPTION B} ###Utterances: {UTTERANCE LIST} ###Response: Table 16: Prompt for modality tagging.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ###Settings: - {CAPTION A} - {CAPTION B} ###Utterances: {UTTERANCE LIST} ###Response: Table 16: Prompt for modality tagging

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:32.164593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.360057Z digest=sha256:53408dee61dc99009975b35eca2bd32a63703cd4cbdc91cffb7d0e8bd9d25d6d

Observation 13584832-8d48-4ac0-9fb0-10e688c8d5c7 · outbound

This paper cites The summary should focus on what {MAIN SPEAKER NAME} needs to remember for the next conversation.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions The summary should focus on what {MAIN SPEAKER NAME} needs to remember for the next conversation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:31.899334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.446838Z digest=sha256:b6389e7194460e02b62fbb2e49f5826fd0d41fef6b31e2174e104a6e476cd64c

Observation 9ac8c2aa-63ff-49fc-a2ae-55b1f15e5ed4 · outbound

This paper cites Exclude general descriptions or background information about the setting.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Exclude general descriptions or background information about the setting

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:31.735364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.541503Z digest=sha256:2b3bff98c0686cf1066e4657d9b8688d3640f087f7c08d304742b579be4b1ebb

Observation c6a248bd-2535-459c-940c-7ffdf929a329 · outbound

This paper cites Only include information shared during the conversation.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Only include information shared during the conversation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:31.480965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.636552Z digest=sha256:eaa8fecff71b9ca9ca3fc0eefc2d891e08fde050efd01c95d4c5a08b8cb3c965

Observation ac93a1a3-72c9-476f-817f-b7aeffeb42c7 · outbound

This paper cites Each memory entry must focus on one person only, without combining multiple speakers into one sentence or perspective.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Each memory entry must focus on one person only, without combining multiple speakers into one sentence or perspective

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:31.294361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.711076Z digest=sha256:2c7659b2c8654b59928e99e38040d7e22c1218ff0ea9d3d5946b08d45c9a0f54

Observation b3be79ce-c256-46f9-8d65-5b4a47dd82dd · outbound

This paper cites /”. For example, “{{sentence 1}} / {{sentence 2}}.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions /”. For example, “{{sentence 1}} / {{sentence 2}}

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:31.073049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.781655Z digest=sha256:a5f41877dcd9a70b4e46916e5db155579390f903a85b46a1417a8cc297b0d874

Observation f15b62bb-6489-404f-9190-ebcfa29e7361 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:30.848964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.858731Z digest=sha256:b4e9bf99b1d214044e021bb39e9465d19793fb450841f076dc148c7e26b2b334

Observation 97c3d821-4976-4a7e-bd55-0dfca03294b7 · outbound

This paper cites Consolidate similar points into a single entry if possible.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Consolidate similar points into a single entry if possible

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:30.622598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:20.960655Z digest=sha256:f294a49fe35fa33d8a91ea5ecd0c9d08775c328bdf1c2fcf9fd344ccde7e3392

Observation 1ad01123-5f80-482e-b507-e69b3ea99996 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:30.355837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.062335Z digest=sha256:386a9689fa332046120ee1254faa80c544f102ed29b79fb22b5bf2a8a77600d7

Observation 902ce228-0797-4614-b550-6490f5f53009 · outbound

This paper cites (about {{name}}) . For example, “{{Memory Sentence}} (about {{name}}).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (about {{name}}) . For example, “{{Memory Sentence}} (about {{name}})

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:29.885652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.208371Z digest=sha256:5b745332a1612c7892948536babda63b49d0e254f491097323ecb1e009181a51

Observation dd7f827f-f5ed-48fc-91ae-c68e23a86703 · outbound

This paper cites no memory.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions no memory

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:29.416398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.357572Z digest=sha256:e239dfcb2400c14131cca661c6e3774f6f5afd05c7cc6c7f434d6bc597fd4550

Observation a06667fb-8756-4c40-9e80-e478588cee60 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:29.042896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.548244Z digest=sha256:fb7b82c79cab54ef2e28719cea954ed11a21c8a92a696bc408ba95befeb0031e

Observation 3aa946f3-9e88-40ef-9ee2-bd513abbe95a · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:28.933710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.633588Z digest=sha256:10bbe7c908faacb196cbf95dff8c38bfe8abe7e09a5e83d75014f8e3a791d2b2

Observation ddd73d60-6801-46f2-8d5c-ba5e606e4a8e · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:28.794319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.710681Z digest=sha256:0f1c5ea5a59b49b81ad67dfdd79eadc258bdfb9ee94da1a6b59179f25b7a1e16

Observation 6eeba3fd-c14c-48de-9b92-695bc24df2bf · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:28.681119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.788462Z digest=sha256:2045054ed6de44621941fb3b0997ca2e49a515e842cecce293a607439fa6296b

Observation bc26dedc-277a-41da-bc4e-67fd4c448ab9 · outbound

This paper cites {{NUMBER}}-{{NUMBER}}.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions {{NUMBER}}-{{NUMBER}}

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:28.504860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.898003Z digest=sha256:0f86341774f80bfb6254832571358c3bb72fd0192e54ce6f7dac32786a7c4da2

Observation 36b9d9be-5ae4-4d58-a235-241aa7ae3e11 · outbound

This paper cites When multiple memories are connected, write each connection on a new line.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions When multiple memories are connected, write each connection on a new line

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:28.368396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:21.982747Z digest=sha256:0e13ec10ae67f441b95e173947a8491d4d08af6815c25c6dd5091e0c29f7765d

Observation cb799b1d-d662-4ac2-b7ca-d97a7c30184e · outbound

This paper cites ###Response: Table 18: Prompt for memory linking.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ###Response: Table 18: Prompt for memory linking

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:28.231526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.077999Z digest=sha256:d613edb2a5c57c68867764215e39a9c3fcdba3f13d4005cd78ce42588df45b4d

Observation e56d9fe0-2b31-4117-b918-13aaac00bad6 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:28.088392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.188616Z digest=sha256:fb482e87fa3dfaaf105551820975ff748bda94893dba8dc3d87b5e956399474e

Observation 0a46849c-12a7-4738-a12c-174d58508558 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:27.950194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.270017Z digest=sha256:00b8e5561143f6b1d87690167e3f8d9fb2a1495a52175a70b88b6a6a8563c564

Observation f953d895-1327-4d4f-8183-473767b00dba · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:27.809128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.379474Z digest=sha256:cbf59047912fff36ca55c0f4a5d178c66978baa912e06d6dec09eb125873b069

Observation 2456e5e2-39b4-4739-bd05-39f0e3deb9f4 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:27.641678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.456393Z digest=sha256:7b77517065f9cdd6a84727fab1b4def33bd26b25965870d03c041c8c38ee21e7

Observation 96877c7e-b5c5-4377-b414-a1a6ba8824e2 · outbound

This paper cites Utterance Letter-Memory Number.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Utterance Letter-Memory Number

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:27.489576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.530431Z digest=sha256:5635c527da2bc6aa78b83beff267fe3b413144e01796bd7e68d91669e27ab99b

Observation 360bb115-525a-47a2-902f-e71296eb15bb · outbound

This paper cites Utterance Letter-Memory Number.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Utterance Letter-Memory Number

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:27.278614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.618035Z digest=sha256:31460516b886d5a16d6d8362237c7b2321b9645df59794777197cc627806be27

Observation 2fcceabf-9671-4138-98a4-cfecd49c79a3 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:27.108954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.700920Z digest=sha256:f502974e7e6ed75ad944abb4f623108ec4ec2326030cbb40bd1521d7b8ed7f4b

Observation f047c7b2-d6b4-44fe-8293-9f7a60d8cfea · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:26.945849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.806190Z digest=sha256:434cbd7ddae21ae7497b20804d63ae4860a3b99c15d4c92120d0ee7d43710ebe

Observation f10bdded-0c98-469f-9b0f-b324903cb095 · outbound

This paper cites an unresolved cited work.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:11:26.702284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:22.931845Z digest=sha256:03121aa8d5e342331b76505f8b6839eff88e3529921823b945c68746f35c046a

Observation e3d7e133-a9ed-47fe-b896-b115f456d1c9 · outbound

This paper cites ###Response: Table 19: Prompt for memory tagging.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ###Response: Table 19: Prompt for memory tagging

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:26.526921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.018766Z digest=sha256:ea0f3235b96110c8032f75785888de2abc7178f8a9ca3e8c1e323d1ecc697d0f

Observation e8ad5c68-9f46-4423-9e5c-f3bdfe78ee7f · outbound

This paper cites (Yes or No).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (Yes or No)

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:26.355854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.124515Z digest=sha256:726ade79559fab435ee08bfc8c184a9b0dfe05c611617a231db8df3ee6d08ec9

Observation 143d91d2-62c5-4f82-870d-32718df5d738 · outbound

This paper cites (Yes or No).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (Yes or No)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:26.150619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.232501Z digest=sha256:c14b243c74b31bac523cc7c274cfe50d807bced2b7eacdf75187de2886e9a4ec

Observation fa50c71f-65bd-4fe1-9752-4b1919f335c1 · outbound

This paper cites for our next scene.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions for our next scene

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:25.995732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.311557Z digest=sha256:8b2df141f85e8e95b1e91e77c5e028a0c23be40329b4426ed77c42f2dbe1b5d8

Observation 7c494ace-812e-40f5-ba53-f6e9d8395be8 · outbound

This paper cites (Yes or No).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (Yes or No)

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:25.809553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.420998Z digest=sha256:271af0f416d53f527648ef1c66a4f967615a7f7c1c47005d8361fc6bc96ee7ac

Observation 108db7e8-50e6-4839-a173-31521ee0fdfb · outbound

This paper cites (Yes or No).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (Yes or No)

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:25.621795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.496221Z digest=sha256:1e79172eccc648c3887df6397bc77a6854b74800e77a27745ff4778a31d9a85a

Observation 3ec378e6-79ed-45bd-9f40-ac7ffc0a5e51 · outbound

This paper cites (Yes or No) ###Response: 1.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (Yes or No) ###Response: 1

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:25.471556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.605497Z digest=sha256:941e767eec2779af3d1fe27534a24511d2cc44dc6408bfc9f34f567aa9d79a7a

Observation bed3cb63-b803-44fe-acb0-961dc2a009cd · outbound

This paper cites (from first session, about me).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (from first session, about me)

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:25.298457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.682504Z digest=sha256:687ea89b1743d8afe51af93344d88b588c3a3366509a04814754464bef9f228a

Observation 19a5eb07-dbe0-41e2-9055-8ce6a9e50a05 · outbound

This paper cites (from first session, about Jamie).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (from first session, about Jamie)

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:25.130061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.786800Z digest=sha256:25af69bef11fb5637512e2ddf0d647c6bfc8541c99b7e8016f35c15f679db747

Observation 207cdde9-f427-4a67-b440-e6d7476cd06b · outbound

This paper cites (from first session, about Sam).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (from first session, about Sam)

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:24.932050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.890233Z digest=sha256:a4d7074695f90c4bc3bae067776c759cc65545fbb52c63882269911b738b3c14

Observation 3037bb49-c921-4160-b218-e2a214b2cec0 · outbound

This paper cites (from first session, about me).

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (from first session, about me)

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:24.746323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:23.930443Z digest=sha256:f5f120332083b3f8dfd558a0d8a61592751dead7d4e130d37178ede83453d189

Observation ab479d95-ecda-4315-b784-cef4ee52b9f2 · outbound

This paper cites (from first session, about me) Table 24: An example of a memory summarized from the perspective of the main speaker (Alex) in a conversation.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions (from first session, about me) Table 24: An example of a memory summarized from the perspective of the main speaker (Alex) in a conversation

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:24.523163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:24.077798Z digest=sha256:5f9ff70977f853755bdbb6895bcf65bed9c770d3c3c7b2ac4c57bd958152fb04

Observation e8fd69a1-8673-4794-9f9b-f66f9004c2b4 · outbound

This paper cites We use early stopping with a maximum of 3 epochs.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions We use early stopping with a maximum of 3 epochs

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:11:38.839654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:11:18.918921Z digest=sha256:ca377a6359cedf42cd548406e34702fee5cecfaf3306e63a8d3177c48efe9e24

Observation ca57400c-d3e3-4b65-8ff8-0cb76a73ce41 · outbound

This paper cites Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues.

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:17.158531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:17.158531Z digest=sha256:aea8e92e5da672fb2a3041d0f0cc2980aedf164ca66391c12cbdc98ec8f8d2b1

Observation c71bb262-6bc2-4a22-992d-245ab4bd6337 · outbound

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

Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T12:11:17.440643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:11:17.440643Z digest=sha256:b5f9055c47c28a7007fe46b6b3fb3e72f186e8edb5a6e3b73963c7e4a858f4a4

Pith citing papers

Observation 772cfa0c-a2fa-45e1-89c2-f968f491f6a9 · inbound

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models cites this paper.

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-06-30T21:05:04.207197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T21:00:25.664841Z digest=sha256:5892b5ebf3f9c22b94119c6b757d9d9b09a8bc6a1df1fc6ee9a0655c5ae4c54f