Paper Citation Record · LEDGER

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding

As of 9 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2505.16983.

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

pith.paper-citation-record.v1
2505.16983 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:56:55.099635Z

measured 15 of 15 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T19:07:48.425181Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T19:12:34.830305Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy7
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d684604e-4cf3-48a1-bdd4-242b6761b9cd · outbound

This paper cites We begin by freezing both Wav2vec2 and the LLM and train the MLP projector using a batch-processing task.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding We begin by freezing both Wav2vec2 and the LLM and train the MLP projector using a batch-processing task

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:56.092639Z

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.

Observation 2fe72e11-3ff0-4f79-ae3d-793883bf7bc1 · outbound

This paper cites In this stage, we jointly train Wav2vec2-Streaming and the projector, allowing the model to adapt to incremental encoding while maintaining alignment with the LLM’s input space.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding In this stage, we jointly train Wav2vec2-Streaming and the projector, allowing the model to adapt to incremental encoding while maintaining alignment with the LLM’s input space

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:55.929868Z

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.

Observation 8573b77c-686a-41bc-9131-9a66f180fc5a · outbound

This paper cites Randomized Positional Encodings Boost Length Generalization of Transformers.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:54.238088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 928af29a-83f1-449e-aa6c-ee00d2881de9 · outbound

This paper cites an unresolved cited work.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T14:56:55.348801Z

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.

Observation 9e006ab3-a34a-40c9-8419-e79ca9847a14 · outbound

This paper cites Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Interleaved Speech-Text Language Models for Simple Streaming Text-to-Speech Synthesis

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:54.401206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0ff1fe9-3dc5-4afa-93ec-fb2341ba7d0f · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:54.473213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eec07570-42f7-4790-9636-2ba9de48b9ee · outbound

This paper cites (d) Batch-streaming: re-encode the KV and position.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding (d) Batch-streaming: re-encode the KV and position

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:56.723877Z

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.

Observation 7f0a8131-1d5c-4f7d-aa82-b73191c16e9a · outbound

This paper cites (a) Batch-processing in offline task.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding (a) Batch-processing in offline task

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:56.582008Z

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.

Observation fc319e99-6f81-453f-83c3-26a1c359453f · outbound

This paper cites Streaming tasks process partial input.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Streaming tasks process partial input

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:56.445149Z

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.

Observation 9a4f0a7d-f63c-4f8d-a3a8-7690ceeca009 · outbound

This paper cites We clarify that re-encoding refers to reprocessing all previously generated target tokens after each new source context is read, before generating the next target token.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding We clarify that re-encoding refers to reprocessing all previously generated target tokens after each new source context is read, before generating the next target token

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:56.285911Z

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.

Observation 113289b6-483d-4b74-ab8b-0723f3c8e7cd · outbound

This paper cites This modification ensures that the model adheres to global unidirectional constraints.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding This modification ensures that the model adheres to global unidirectional constraints

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:55.734753Z

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.

Observation 48e14df7-a721-4b17-9ce2-24ef0c208fbb · outbound

This paper cites Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:54.322589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a67b8c3-9ddc-4405-a644-f771137ae715 · outbound

This paper cites Non-autoregressive Streaming Transformer for Simultaneous Translation.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Non-autoregressive Streaming Transformer for Simultaneous Translation

Reference 2021

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:56:55.567090Z

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.

Observation 17764783-9097-47de-b9c5-6f44a408122d · outbound

This paper cites Large Language Models Are State-of-the-Art Evaluators of Translation Quality.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Large Language Models Are State-of-the-Art Evaluators of Translation Quality

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:54.003580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1209f8a2-7cea-4fa3-ab58-1890ad110b85 · inbound

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models cites this paper.

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding

Reference 99

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:34.831724Z

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.