Paper Citation Record · LEDGER

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach

As of 9 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.13158.

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

pith.paper-citation-record.v1
2607.13158 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:05:31.672072Z

measured 32 of 32 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

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e454bf9-a3fe-40d1-8d34-be1a7469dfbd · outbound

This paper cites Simulmt to simulst: Adapting simul- taneous text translation to end-to-end simultaneous speech translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Simulmt to simulst: Adapting simul- taneous text translation to end-to-end simultaneous speech translation,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:29.693441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ead78c62-1543-49c7-b4a1-6f1e7102bcc6 · outbound

This paper cites Streaming simultaneous speech translation with augmented memory transformer,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Streaming simultaneous speech translation with augmented memory transformer,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:29.734189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e43013d-057b-4028-80b2-404fd4060c4e · outbound

This paper cites GPT-4 Technical Report.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:29.793854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2898b45-6591-4275-bad8-a6766a4446fe · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:29.859793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680b19be-809e-41f4-bd11-8f4a547484bb · outbound

This paper cites DeepSeek-V3 Technical Report.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach DeepSeek-V3 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:29.960245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c96cb376-c040-4059-8ea4-a71ec187ebc5 · outbound

This paper cites Gemma 3 Technical Report.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Gemma 3 Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.032147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e785e207-74d2-4408-b199-da7bf1cb15a8 · outbound

This paper cites Qwen3 Technical Report.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Qwen3 Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.087645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3c83a5-ce4b-4441-ab03-311edf99140f · outbound

This paper cites Stacl: Simultaneous translation with implicit anticipation and controllable latency using prefix-to-prefix framework,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Stacl: Simultaneous translation with implicit anticipation and controllable latency using prefix-to-prefix framework,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.155103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc2ff025-a59e-4d37-9d5c-b17be34d55a5 · outbound

This paper cites Monotonic infinite lookback attention for simulta- neous machine translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Monotonic infinite lookback attention for simulta- neous machine translation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.218904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81a6c7a-fe1a-45fd-a582-9682941270b5 · outbound

This paper cites Monotonic Chunkwise Attention.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Monotonic Chunkwise Attention

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.314779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c5f647-6f99-4aaf-a102-59ee0bb45053 · outbound

This paper cites Monotonic Multihead Attention.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Monotonic Multihead Attention

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.367820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02525748-b42b-4e15-8801-faf2277c47ef · outbound

This paper cites Re-translation versus streaming for simultaneous translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Re-translation versus streaming for simultaneous translation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.428271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c60cc89-088b-4a4a-b3de-ac89d7708050 · outbound

This paper cites Re-translation strategies for long form, simultaneous, spoken language translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Re-translation strategies for long form, simultaneous, spoken language translation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.465290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b67829f-6ee1-4396-8983-3e9373f64746 · outbound

This paper cites Infinisst: Simultaneous translation of unbounded speech with large language model,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Infinisst: Simultaneous translation of unbounded speech with large language model,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.568407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0023d1f-136c-49fe-b96e-71bcdaf77a12 · outbound

This paper cites FASST: Fast LLM-based Simultaneous Speech Translation.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach FASST: Fast LLM-based Simultaneous Speech Translation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.655900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 107c6913-1d3f-4d2b-81fc-d468a841ee67 · outbound

This paper cites Cometkiwi: Ist-unbabel 2022 submission for the quality estimation shared task,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Cometkiwi: Ist-unbabel 2022 submission for the quality estimation shared task,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.709277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fa4254-0426-4a6f-9828-ba6bb2e846b1 · outbound

This paper cites Simuleval: An evaluation toolkit for simultaneous translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Simuleval: An evaluation toolkit for simultaneous translation,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.766270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b4f1b4-8abb-4d17-b2c3-e66ab3a2f0ad · outbound

This paper cites Simulspeech: End-to-end simultaneous speech to text translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Simulspeech: End-to-end simultaneous speech to text translation,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.810114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03cbfcdf-9c5e-4e94-ad7a-3d7bafd991cc · outbound

This paper cites Align, write, re-order: Explainable end-to-end speech translation via operation sequence generation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Align, write, re-order: Explainable end-to-end speech translation via operation sequence generation,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.865370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14e19fb-cd2e-4324-b2f4-ea01c980d945 · outbound

This paper cites Direct simultaneous speech- to-text translation assisted by synchronized streaming asr,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Direct simultaneous speech- to-text translation assisted by synchronized streaming asr,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:30.942796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fb56f6-10cf-4757-9bf9-7ebedbcadd66 · outbound

This paper cites Improving simultaneous translation by incorporating pseudo-references with fewer reorderings,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Improving simultaneous translation by incorporating pseudo-references with fewer reorderings,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.008217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd874a67-328d-4f09-9039-8aec04436b5b · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.054065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85095951-4a55-4231-9567-3c93be094dd4 · outbound

This paper cites Large-Scale Streaming End-to-End Speech Translation with Neural Transducers.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Large-Scale Streaming End-to-End Speech Translation with Neural Transducers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.096339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0736aa5-53ca-4c00-9284-b314a4808713 · outbound

This paper cites Conformer: Convolution- augmented Transformer for speech recognition,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Conformer: Convolution- augmented Transformer for speech recognition,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.144798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86114df3-785f-4795-b29d-79c09c267a3b · outbound

This paper cites Tradition or Innovation: A Comparison of Modern ASR Methods for Forced Alignment.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Tradition or Innovation: A Comparison of Modern ASR Methods for Forced Alignment

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.228571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57869bbb-429b-4c04-8be6-15dd42f7a0bc · outbound

This paper cites Covost 2 and massively mul- tilingual speech translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Covost 2 and massively mul- tilingual speech translation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.310001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e84d7726-6585-479f-9788-f48339efff73 · outbound

This paper cites A call for clarity in reporting BLEU scores,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach A call for clarity in reporting BLEU scores,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.365029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c18a87bc-c1b8-4803-982d-9602dd51ab89 · outbound

This paper cites Low-latency sequence-to-sequence speech recognition and translation by partial hypothesis selection,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Low-latency sequence-to-sequence speech recognition and translation by partial hypothesis selection,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.412067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f077d30-ee70-4eb3-86d7-c04819ec94c7 · outbound

This paper cites CUNI-KIT system for simultaneous speech translation task at IWSLT 2022,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach CUNI-KIT system for simultaneous speech translation task at IWSLT 2022,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.488168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf0aeea-be83-4d03-a71b-1bfba3be0992 · outbound

This paper cites Re-translation versus streaming for simultaneous translation,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Re-translation versus streaming for simultaneous translation,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.540467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d51e4e96-d0cf-4303-8b09-e03d0a40bc5d · outbound

This paper cites Simultaneous neural machine translation with prefix alignment,.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Simultaneous neural machine translation with prefix alignment,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.619546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b960464-af5c-4be7-93ee-8618a1cb5f8e · outbound

This paper cites Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture.

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T06:05:31.672072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.