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Paper Citation Record · LEDGER

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay

As of 22 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2503.16432.

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

pith.paper-citation-record.v1
2503.16432 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:17:38.062034Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

68 of 68 outbound references displayed

  • verified exact1
  • verified fuzzy33
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 137de947-114b-4eaf-b0a1-bc938adcf507 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.815056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.814807Z digest=sha256:79122854bad8760c84b845f6ac4376591fddd3a73e6094bae197816dcf6b7971

Observation 5228fb24-6745-402a-a020-00bad44d9084 · outbound

This paper cites Skantze, Turn-taking in conversational systems and human-robot interaction: a review, Computer Speech & Language 67 (2021) 101178.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Skantze, Turn-taking in conversational systems and human-robot interaction: a review, Computer Speech & Language 67 (2021) 101178

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.803743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.819299Z digest=sha256:ebcb63bec4219adf7e6284178c095a31e32cac6e5e7585a41bea5505954c23de

Observation 32e2a5b5-c877-452a-b955-14a2ceef92d5 · outbound

This paper cites Khouzaimi, R.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Khouzaimi, R

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.792134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.823268Z digest=sha256:424ec84afc863a83ff2af52327a8f1343305caf1c55801cd7e5c39e23aba5669

Observation c344b22f-85e5-435c-ba63-cabb45c1f3ad · outbound

This paper cites Heldner, J.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Heldner, J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.781615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.827360Z digest=sha256:77e70347e3c2ee3a2911e10cc54627d5b24f865d0b6e0615dc8d5d49a4021fcf

Observation 23d61084-cc69-40b0-88ac-67a709fb1f69 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.772064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.831204Z digest=sha256:80446ce2a18385eba2166a995ec4446d33637ffde2a29eca1faf10b3657821ec

Observation ffa8cf4a-20f3-40a5-83a3-d88ce85321ad · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.762562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.835344Z digest=sha256:ccd7b40e93ea7b4bef44f5bd797955b0a5f2d55e7f00ac54655a3c4d34455a99

Observation 773a474b-2e69-495b-a8ad-2be77b590072 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.752797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.840699Z digest=sha256:eb019b81f8e8dd4f596c7719766bbb3b89ea7cd705f7c06a8b6bc7c445d07a28

Observation 078d762f-a207-47ee-85a3-9eccb8fb1c06 · outbound

This paper cites Sacks, E.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Sacks, E

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.742049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.844545Z digest=sha256:fd9fdf29c32585d53245c71bcea50dd2980f6dd609ff5ad01fc82cbf7c3565bf

Observation a6987680-0c9e-41cd-90fd-69d887f844ec · outbound

This paper cites Gravano, J.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Gravano, J

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.730811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.848208Z digest=sha256:16ed35b1e9639f48f342020f8937ec9c5bf5c61e593233b1ac756aa09b2cb19c

Observation 18cba91a-caea-43ad-b7f5-d769871934b5 · outbound

This paper cites Lundholm Fors, Production and perception of pauses in speech (2015).

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Lundholm Fors, Production and perception of pauses in speech (2015)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.719661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.851911Z digest=sha256:50c086bc087aa0de541f235e9a18a7f22ecedb827c6cd9c54a40766e7b304e43

Observation 46318175-9a9c-4798-80b0-fbdf17c9d752 · outbound

This paper cites Clemens, C.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Clemens, C

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.708074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.856367Z digest=sha256:f375f5802dbdca5766590c842ae3799b882c4d2d85abbf06b164524dcdca5c38

Observation 2dc40049-7686-4bde-8dde-d249c1c1ffa3 · outbound

This paper cites Schlangen, G.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Schlangen, G

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.697945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.860326Z digest=sha256:f554d2200d396725344c0a29ae24571ec5a8701974bd47ef7ffec13c182c3d6f

Observation 2eb23002-bff1-4fe2-b8e6-1208e58e2512 · outbound

This paper cites Dua, Akanksha, S.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Dua, Akanksha, S

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.687374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.863703Z digest=sha256:1e9a2da3f4f552954f559afa741795e8c1acc4c02233a21be408cb37dcf16930

Observation 2e699835-8e65-4a6b-8c21-5ae1920f5b2b · outbound

This paper cites Morbini, K.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Morbini, K

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.677323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.867844Z digest=sha256:701f2304571f9e6f81e383fcd5d24b59f51664593cd4ae0b7d52f39a041c0eb3

Observation 4b6ef0f8-076d-443d-b5ad-e31af7a0a1d0 · outbound

This paper cites Khouzaimi, R.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Khouzaimi, R

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.667113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.871479Z digest=sha256:6771427aec1bfebe88bb4ffde253772724ae0ad5de598e85f90a5ae7a85abf79

Observation a48227c1-cab1-4f82-9602-3f41c6158d00 · outbound

This paper cites Maier, J.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Maier, J

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.656903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.875126Z digest=sha256:3b612d85aacc89ead93d8b2e9a7d2bc2303fe8b1ee6c938f98504db0a9749bfd

Observation bdb6c5f8-2e34-4295-9042-bac8d1b983b2 · outbound

This paper cites Ferrer, E.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Ferrer, E

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.647078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.878615Z digest=sha256:3d9a5888b2399edcdb7238e7beca88e3f74500d24f6449698855269227f46385

Observation fb8e771c-e97d-486d-a013-1fbf18edfaa9 · outbound

This paper cites Investigating Speech Features for Continuous Turn-Taking Prediction Using LSTMs.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Investigating Speech Features for Continuous Turn-Taking Prediction Using LSTMs

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-09T04:17:38.149907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.882349Z digest=sha256:d772e9412a09a4cfe7105d3132266199678b854a5cb60deca5ecd9258a6083e8

Observation a496c5da-92ac-4e3d-90e8-b4b36559c93d · outbound

This paper cites Roddy, G.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Roddy, G

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.636469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.886517Z digest=sha256:c236837956be9310847e4c3486366e40979edbb237398551b4f92bc4ef01ff9a

Observation 1a5afd18-9116-4689-bbb1-0ce33d133706 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.626069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.890340Z digest=sha256:9f585f485f649cbf04cac18c5729f4b1120e0bf16ef70f53a4e3855b8988317b

Observation 9c455447-bea4-4e51-b805-279f799d3704 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.616974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.893660Z digest=sha256:5848adf8433516ecd141f3e3df20c293cad78f645e775fb57859caad2cea6d52

Observation a63c7653-3f53-4eab-b909-6ba1c603811c · outbound

This paper cites Al Moubayed, J.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Al Moubayed, J

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.606869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.896943Z digest=sha256:898297302afcd87bb54e1749a4daab895f0cd19cac59fae0aae1672c6bea6ced

Observation f0818d97-ce0c-47c5-b001-831f0f694887 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.597325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.900141Z digest=sha256:04d643accf39e31b21dc261a0462685c1051cfb263a74989e919852fb773aca6

Observation 7f63a7d1-3d8b-47a3-b65d-a3fee3578b54 · outbound

This paper cites Baltruˇsaitis, C.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Baltruˇsaitis, C

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.587049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.903238Z digest=sha256:7aed13b180825aae6df8a2e5c71f4a1346d5f8992a26a40c6aff84a493ce606a

Observation 31f6dcf2-1bf0-49b4-9b09-7c4e8d7501a0 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.575257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.906191Z digest=sha256:f5054cfd1f97a757d804e508730e0afae1df530bb7be10a1994f7287bf31b756

Observation 8f212622-0445-48ac-a445-2a2cf07230d2 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.563562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.909044Z digest=sha256:990ff7967d75374dd66952b14c8bcfc4e89c059b114a08a4f5b04cea271cbf49

Observation ce382349-5bbc-4016-9632-39ee7add7f3d · outbound

This paper cites Noulas, G.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Noulas, G

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.552523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.911971Z digest=sha256:d5d0cea549a96837f147a2d19b36ffa454a5d1892ee37a052745a4d24d35b421

Observation 96bc4bde-57e1-4d74-9177-4d1ac44491d8 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.539471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.915640Z digest=sha256:8b620c3b9df555aa820b5dad4c44631b69719dab6d671216f24f4bcd26b0960d

Observation b5d78fc5-1356-44df-86b6-bdcfaf7a265e · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.526460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.919385Z digest=sha256:09469854504a6c7ad5334bac509090ef16200f3f467480400909770badc31ff4

Observation 0f18a1e1-1086-4b08-8091-f9c26baa3394 · outbound

This paper cites Stivers, N.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Stivers, N

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.513268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.923070Z digest=sha256:d5fbc06bdc1bb1f1ec51ac8c49c3269e4415511ab21471ce7c72493eb1533eb6

Observation f0869fbd-3d6e-4086-87c4-54bb8ad959f2 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.502912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.926667Z digest=sha256:034c6a96193ff52217cd92957ee0237970975965d1e3f8582dce32f0dab1e3a7

Observation df9042ea-2272-4c73-9603-1d7938cb3c84 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.492694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.930003Z digest=sha256:cd365f6c88b8c19fdb9a6e167d10d4abc6265424c9814b046280cd92db1040bc

Observation 9ab15416-0113-4a28-9df5-3126abdbb9f7 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.482522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.933773Z digest=sha256:849488b34e0560f45f4cc1dd0ce81f7ca4eebd86464c0e725776d890cb4a9089

Observation bb58fbb2-a9a9-4e21-8486-3a9c1c5e6044 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-09T04:17:37.937435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:37.937435Z digest=sha256:faa73b797ae04e83b649e3f66691eab017b2fd2a0d1bc88a3f5cc642802079cb

Observation 7ac054bd-58c9-4e8c-bc3e-4dbf689c1422 · outbound

This paper cites Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Reference 35

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no resolver link, observed 2026-08-09T04:17:37.941727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:37.941727Z digest=sha256:6dd3e6919279ab049a7078bf043f0ff2f209042f98d3690a7e037f63c2ad88ec

Observation 294f8cb3-4932-403e-8e80-c16a71ab5709 · outbound

This paper cites Kendon, Gesture: Visible action as utterance, Cambridge University Press, 2004.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Kendon, Gesture: Visible action as utterance, Cambridge University Press, 2004

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.471880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.946006Z digest=sha256:e6db41b29db8a0975e37022db348fc865d8e112c75a97cf0206b5ca05d03f223

Observation 45819aea-cdd9-40b1-9523-1072c4245a08 · outbound

This paper cites Ekman, W.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Ekman, W

Reference 37

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no resolver link, observed 2026-08-09T04:17:37.949552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:37.949552Z digest=sha256:75927775eda512ec4f10fe63120b76f2adb11211eddf50831cffc3072f29c039

Observation ffab9424-b1f3-4c90-aa2f-140f3131fb7f · outbound

This paper cites Zhong, W.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Zhong, W

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.454283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.952882Z digest=sha256:3f7369eae90a2271fbd4b10a81e36bf2ae539798c6a9a79d861bc545f9113a0a

Observation 4306a548-252f-49b1-a482-cb42fdd2aebd · outbound

This paper cites Schuller, S.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Schuller, S

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.440447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.957389Z digest=sha256:2ecf28d3751a4ef210eafb89c1d016ddac6ade6d49c692d7488305991789e631

Observation 2e5a6241-30db-48b8-9dfb-cac56ed4eda8 · outbound

This paper cites LeCun, L.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay LeCun, L

Reference 40

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unresolved
no resolver link, observed 2026-08-09T04:17:37.960837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:37.960837Z digest=sha256:8807755ba3f4a9ed72528eb2036fb9a1892cd08be00407f90be47930fab74937

Observation ee63e827-2ade-4062-922f-d8cf509301fc · outbound

This paper cites Bengio, I.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Bengio, I

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.421438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.964338Z digest=sha256:1de438ed439617cc2fb3fae80555c64a64c4fe30a6b9cdc804895d5fa4a286a4

Observation c7907b25-5ce9-47f0-a97a-c4e8c9f24368 · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-09T04:17:37.968041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:37.968041Z digest=sha256:7b3c6bda60a8ff63e7ba5627d5db5da44602f4a621e480624d573c879468f524

Observation ffc8fd00-1d23-4529-9b31-8cfc976e74c4 · outbound

This paper cites Graves, J.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Graves, J

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.408784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.972317Z digest=sha256:c4192781b95842f09fbdad6b27587603f9a484d2cda57c9e24067779c22f6670

Observation de9cba14-3354-4935-9938-3ec66dfdbec2 · outbound

This paper cites Hochreiter, Long short-term memory, Neural Computation MIT - Press (1997).

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Hochreiter, Long short-term memory, Neural Computation MIT - Press (1997)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.396308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.975462Z digest=sha256:a559183ff73b81e1fa4b64f5c90899cab678feedb7612f0331532b3219629fc3

Observation 92bf7f7f-e270-4bda-937a-5e84327bf5b2 · outbound

This paper cites Vaswani, Attention is all you need, Advances in Neural Information Processing Systems (2017).

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Vaswani, Attention is all you need, Advances in Neural Information Processing Systems (2017)

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-09T04:17:37.978450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:37.978450Z digest=sha256:6938c48cbc430a30b45c1e2410034351cd3d80e1ab41fce390ab24170868c212

Observation 3d023b86-89dd-4be6-8c64-62ebf9e70737 · outbound

This paper cites Lei Ba, J.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Lei Ba, J

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.379722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.981482Z digest=sha256:a14031d43e9224761df631101b6f115148966f805545c97c7ad781645dcea471

Observation 4462677a-935c-4e5a-ad7d-3281bbdc9674 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.369342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.984441Z digest=sha256:77d39292141a1d12da8a1152d956e91545689065025c2776b8e1f643b3a8d18f

Observation 24d6e372-ea01-4762-bee5-78bffa1ffade · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.358527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.987253Z digest=sha256:165134a2fef1ffaae933164c18a8a40b4d8dbed55c42359a024e4567cec4326d

Observation 3d5d9e9a-6df5-4134-8ffa-fba02813285f · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.347374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.990032Z digest=sha256:72fd79594e03f4b861f2b886ee47d7e8d9279fa13a5bc05c7d9e95904a735612

Observation 0b96f9fe-2c29-46be-b0a3-8aa5faaf00d9 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.336182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.992996Z digest=sha256:0df1390edf5fb61f48ea0ca969b502300e12c34ea5756638031c511e389190a4

Observation 790fa194-19c3-4eb9-8107-97394497a320 · outbound

This paper cites Meena, G.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Meena, G

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.325102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:37.997112Z digest=sha256:cfb2bda759b3ec08de12950066694c5117b9d008b94d51f64a66097cd6079aac

Observation 80c6afac-c45a-4b62-b98c-4da7c6768712 · outbound

This paper cites Johansson, G.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Johansson, G

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.314327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.000774Z digest=sha256:8ba4288791acaae4c6a5b1c922ea5a477a45afb95599115553625020a8adc6f1

Observation 13c44fd5-f8d2-450c-8059-4fd6c9607109 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.303379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.004331Z digest=sha256:0bf00b9f511c04dcf50c36efac2a9f002c06c762495ccbfc6eee738a18b30ee7

Observation 2f482b3f-55c0-4264-81fc-b72e38d42cbb · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.293575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.008038Z digest=sha256:b1d5f8125d8a4584acd4d9dad04c5a10d0bf4cc535b25fd2f488127b8b21cff8

Observation 3926dd74-cbbf-4ffd-a2ea-363ba412a2ea · outbound

This paper cites Bartneck, D.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Bartneck, D

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.283508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.011620Z digest=sha256:31d9f1b27ad7b32d5466b2e49fb0b1d1ad731ce7043e62069afca00b0f209558

Observation e585235f-196e-4780-93c1-71ef3d08732c · outbound

This paper cites Biocca, C.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Biocca, C

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.271883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.015132Z digest=sha256:9f167317210a77330bb225a642157da4f662d754e354061bf379a27c5b02ccc4

Observation 6b088a76-d162-421b-9360-20c2e0aa1fbc · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.260895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.019883Z digest=sha256:4cfaf5c30c0cf0e07d096776fb0ef529219a992b4ddc7c22ff0dcc0e1748819c

Observation d4a0b493-e425-428e-a3c8-9d18ef945fa5 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.249827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.024003Z digest=sha256:32f67d8f3ea681d64bbf1d68a342101647f3f3dda885a6fa15034afb43f1cd75

Observation 8e65dafd-1362-4cd3-a9f5-b34681f4946d · outbound

This paper cites TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-09T04:17:38.027976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:38.027976Z digest=sha256:af0bd56c75260b3d7a1c5193a5aa8601a2c7be1a0722191a1fcf450e0580288c

Observation 12f52264-2d0e-410a-bba0-ade3312839c1 · outbound

This paper cites De Ruiter, H.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay De Ruiter, H

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.239124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.032353Z digest=sha256:0003df2d849720532943be98a692fba392536ca40ba544239f4bed6405b1a46f

Observation 5b8ee142-4af9-48f9-820e-93c2cb874024 · outbound

This paper cites Ehret, A.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Ehret, A

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.227912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.035826Z digest=sha256:ce3c2a9519daf1ac474e614e06a585656f288958f825a29d47e2129f13f8bf26

Observation 0e5ba413-d0f7-4a8c-84c7-67886f2d01c4 · outbound

This paper cites Mlakar, M.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Mlakar, M

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.217517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.039366Z digest=sha256:3df691ecfb4056df065b50fec7547cda7540a4155b36a71eb400a1b29f702b8b

Observation 1652adfb-0068-4b8c-8f93-f4eef6188974 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.205534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.043636Z digest=sha256:04a10078ba1504ad417a942bde5c228d435a44844a02dea5691991cdfb588a60

Observation f1baa42e-d58c-4b15-bac4-8b62384c26ab · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.195400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.047264Z digest=sha256:3bbe9fe6530343ed55f975907a145150acf4abc0d429535203f48c2cc6e6c72d

Observation f169441a-fec5-4303-9cb1-e4581283810e · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.185122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.050808Z digest=sha256:5c3d5f73215a47169a119b6064acc1c8a80229a40b0aacb09094aa3278d3d2c3

Observation a4a54ec0-a351-4abf-8b9b-78d0f7f66565 · outbound

This paper cites an unresolved cited work.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:17:38.172936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.055009Z digest=sha256:2f37ef8359266140d7f2d8bf2dba8e4eb3e467effad3ab1527341dce4696c3bf

Observation fe9189e3-287e-4a8d-bca2-807202fd7e05 · outbound

This paper cites Irfan, S.-M.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Irfan, S.-M

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:17:38.162076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-09T04:17:38.058345Z digest=sha256:c0851a2a905b592ce2b294511e9d1ba7925a242b2b26877d0a0458eed284d10c

Observation 5d4bc1f7-e646-44eb-b579-03faa50c3298 · outbound

This paper cites Can Large Language Models Understand Context?.

Multimodal Transformer Models for Turn-taking Prediction: Effects on Conversational Dynamics of Human-Agent Interaction during Cooperative Gameplay Can Large Language Models Understand Context?

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-09T04:17:38.062034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:17:38.062034Z digest=sha256:d4ea52540b7b78e833a7c4846f6ef44a8a0885398d14f49561a4a1e680d039ce

Pith citing papers

No inbound Pith citation observations are available.