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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 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.814807Z digest=sha256:1f3d6cadb76687be29322399bd9f2401a33f165d3a5680047861349a7d5339e6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.819299Z digest=sha256:e8c95a5743867d0ae4dbe9eb100efed18a6b1bdf4f41628915ad57984799e30c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.823268Z digest=sha256:b322750d5ee10dc31d53653581b935404b2d767cdff2ce9ce02d175383e9af5b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.827360Z digest=sha256:66b08dd3ec3970dd5f81b7bc2e4a66f7752c1c705cadf4b211659622b21c1848

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.831204Z digest=sha256:9bf13dc429c668991475d01b65083c1ba5762072454b59738a0527131f116ea8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.835344Z digest=sha256:f5c500f9cdf8ba220dd44a66137d3ddc95bffc2188b924ace455a4e1bd07f565

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.840699Z digest=sha256:d6cc05b2653f6f9a907ea46485d4cc1bb18760f5b7e1d454a41d564937afc335

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.844545Z digest=sha256:f24537a91c5fb567b7caafaf8763aabdcedb2050ee4a57f88336e17bb62c515e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.848208Z digest=sha256:6a931fa84ba0a1c79324f39a217ba414639833f4b794da27e66bb8f694df1c7f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.851911Z digest=sha256:7f11a3b34315801425da3ec02d75f9ffc8fbf8d90a17ccd1e025f591dcc1d511

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.856367Z digest=sha256:1c048f4ca35fa3a535850f2a8a62ff49ec587f21abbafb07538d3b766a8e2b04

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.860326Z digest=sha256:199044a22e90a382de44ac3c6e3e1677d652d9a53183f824c401a6e8f6a9aea9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.863703Z digest=sha256:3d19cf5ce3bd73b8d645dd7e0992e5aaef67ee42efe652df1325a74bb6df1b5b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.867844Z digest=sha256:26f66d0ae12ece86479144152965205b60f308eb16d037e38ec52f71f2cf1c9c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.871479Z digest=sha256:f1489be0ae18b0d0cdbc19ddc622be501fa0028a3151f88ec18f46046fa36f55

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.875126Z digest=sha256:9458d2a9e9c3e994935427ddc1c68cb736aa6d34c70ead6880143e6b63043b07

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.878615Z digest=sha256:cd978e6a260c60c0624385ca53052e63e8b90a23f6886273d60b0e396503db01

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.882349Z digest=sha256:3daf6ac69a4ffd12660576f4d5e0939526d0227db0f8d6f715644d8f0d54d185

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.886517Z digest=sha256:4d268c642075de692b826c480393d184e40fa4fbfa5b8a12ca55d5ada0fa97e6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.890340Z digest=sha256:3dd4801197ecd4ce80125eea8f4f45192cf33e8d11a1ee7b07dfbc24841e6b4f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.893660Z digest=sha256:9a3b5edd0f21f37b29f57aed0f9d481263f0f838d0a81984bc3e4516e730970f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.896943Z digest=sha256:f198256ac6f5b229fd1088559392c69b193512a54f025d3b56c568357e1f8fe7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.900141Z digest=sha256:703993d5b1cbc4595a7c8b4691609a7d7bbbd69421c043f04a4b92ae1fe58a3b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.903238Z digest=sha256:dbcd1af99310f26ffc60735a4275fdb487566ec3a65dc08ba1a973ccd1ca5e67

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.906191Z digest=sha256:96227ff221578a55cfc82d194207803e42555ecaaeb2ae7799a1b5636a147bc7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.909044Z digest=sha256:50ab24e5f012caafddb97cf9bf1877115e55aacf6367367adb7c6a8978bdb251

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.911971Z digest=sha256:eade15ba3112621b4b0b348baaf1549d0e153618b0031f638b474dd62d411960

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.915640Z digest=sha256:469aa8e8d1cc29d1fd46e212c60b82d5e9fecac8959cdd27028d622a2d7b8645

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.919385Z digest=sha256:b6ca30901b2743524c3cc189210444e1c96b3d2652244bcfe231f9bea54bc000

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.923070Z digest=sha256:a11cd96e0e6ed3724006e2ed32a64060543bd233f1852ec9164d56dbb4e362a3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.926667Z digest=sha256:2a1cc066f288b03e97a03e20a703106cfc34296c361180b4a635d40f669a67fc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.930003Z digest=sha256:5a082c02f2a27d40e7d9ba8287677099b97dc7c0cdd7472eecee0249ce832a40

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.933773Z digest=sha256:a2e8dca856c1d2ad9a3b14ebc3f331f70f10ee102e579f6663ccfa34267423b1

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=sha256:669cf072a84c6d1975f65c0e900590045c12bc789379244258662a7f43bdbd30

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:a8e019aec9282dcdfb3ab2ac6d00371a6f01d40729708d189fb814ab8feb7884

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.946006Z digest=sha256:858a547619795b2839df1217e8031ab3acaddd2deb4f12ecbc38118f3431a7cd

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=sha256:624bef8ea661c53ed05dd2199071f211a312b45b3cd9baf8d267a41adad47fda

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.952882Z digest=sha256:a4bceb17dff22237a1c04f4d09c13c8f122779ac7aed02e47b7a5999bd432873

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.957389Z digest=sha256:7b167b2e623fbcb552ce5590077f9ac725fc9aa8065add029bc07fddcc9d22d2

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

Resolution
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:d0e0d8562077e112537c510163b4eb1e22fcb547544b0519052130c35d62822f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.964338Z digest=sha256:965efafd4c266e79bf2a5255f7af41fddaa6d685d2a2affbfc5c403898dcc2bc

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=sha256:12dc9bea6f2e96faf58271bf448c053017971ef1f418f7fe93641d7e73b040da

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.972317Z digest=sha256:9e6a78ce118194fe4b706c5bc571b7b2f6aea725b94b701df9ee50b8b37eef14

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.975462Z digest=sha256:57bcaae67e8194845ed16492b87491243d4b6b97cd7cf4e329e0b525e4b8ab0e

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=sha256:0ea70e3c9df6a31c94e041c048253f4039550466b417f40de220a7e7deb8ab15

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.981482Z digest=sha256:516c395436e4d87327e4db0b31c4a3f01b850c2f4fbc7dc58648de2c4e8d6103

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.984441Z digest=sha256:14ee06f050b641e9ddffb91d758f1606bc85b13c8efe8a4d07eaa41757eeb344

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.987253Z digest=sha256:a49b98abb25ce947af8b12249e8bc3c63d918f7868ba7edbe8ad192266f5bb0c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.990032Z digest=sha256:af4e7d8aa726c3eedaf937de2092a7612d621c7ff2526e18dc42910b8af073cd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.992996Z digest=sha256:29fb51014fb0ac8710e2d5f5595f215d7c6e7987def1b8949703509e06ec2b41

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:37.997112Z digest=sha256:9d2d9bdd1f193d83788b12bbb1ee72c4154c5df4b00cfd6e0e08f49d7b462882

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.000774Z digest=sha256:1503bfc5e3142a33b432a58f6433a4b2e7488fda75a6fb79980242976a914e8e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.004331Z digest=sha256:bbbd97a0ebbe99fdca0f8953e8cf4689c6a16d49d89f8185720000287329f8bf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.008038Z digest=sha256:cc642171c427f191378d298199bc20548aea500b64d101adfdbc46566a515635

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.011620Z digest=sha256:1d58f306ee6f41feb3cdc9e62aa6ee2ad6c670fa9d76c6781977e747eea9c848

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.015132Z digest=sha256:83367133d15f145200e75e07f09654497bd9ee21a7ff0f2f93f02b2efeda56f2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.019883Z digest=sha256:fda399db167666c691b3fed67da1d383eb28ad9b277bb653d6e51135699c5061

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.024003Z digest=sha256:ba2279571e62ea54b2c73468c7d731dd89c07284301d44dd9a36645026bc3f17

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:ccf1c8bde9523bbc5134df1b5395b1c24c88bfe74137e1c64f71362dc4302057

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.032353Z digest=sha256:f2a88f467b21520a6a2d75b6a494b3e5ea346c0c328e3ca42bb73bb4149cd9a0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.035826Z digest=sha256:268980f1e0af028ed56589b67a028c03a16067df045eb3ddf1d7248eb9677518

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.039366Z digest=sha256:71fa19c88b39565d9e42835d401d7b7061888392604b685ff3df8e1edbf4f9e0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.043636Z digest=sha256:17f8be89820664ceeb25267e39f0714e1285a0c92747212f7bc0a286115964ed

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.047264Z digest=sha256:8cb47d56c65381010112bcdd76b06137530f04d4ee1db3aeb29009d27f9ce93b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.050808Z digest=sha256:98a0de5d665901bd934ea62a14b3dc2131c4a0e26e4ad2633cae7e6603be8539

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.055009Z digest=sha256:fae6d1bd415eeda2bfce5380bf98ce1355065c571b336979c35064f5a890709a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-09T04:17:38.058345Z digest=sha256:89679a224f9c2ec3baca198aae541824435d0140e4d91742afbaddbf71d59a16

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=sha256:57dbc1a65299ceb7229a1843f5e51631564e494e421e7a2a0efbc15c653f0530

Pith citing papers

No inbound Pith citation observations are available.