Paper Citation Record · LEDGER

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 3 inbound Pith citation observations for arXiv:2505.18644.

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

pith.paper-citation-record.v1
2505.18644 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:30:33.802965Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

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

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:30:30.787397Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:18:32.647414Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy5
unresolved30
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6f7a767-4caf-45ff-b453-1200e26d4611 · outbound

This paper cites an unresolved cited work.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:30:35.801501Z

Source-reported events for the cited work

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

Observation 29bcc073-b6fb-49c1-8391-64c9f9a48992 · outbound

This paper cites Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:30.787397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efcfb8a1-59cb-4dd6-85fe-dd4e942a6caf · outbound

This paper cites To address this gap, we draw inspiration from estab- lished evaluation methods in NLP [15, 16].

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving To address this gap, we draw inspiration from estab- lished evaluation methods in NLP [15, 16]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:30:35.600996Z

Source-reported events for the cited work

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

Observation 776bc234-ea5e-482a-96f5-3c403db46458 · outbound

This paper cites This task evaluates both the instruction following and reasoning abilities of SLLMs.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving This task evaluates both the instruction following and reasoning abilities of SLLMs

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:30:35.372184Z

Source-reported events for the cited work

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

Observation 9c694860-f940-4deb-abbe-bda9cda12159 · outbound

This paper cites an unresolved cited work.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Unresolved cited work

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T14:30:35.179258Z

Source-reported events for the cited work

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

Observation 59c2f1a1-8650-421c-b3bd-3ebf8996c151 · outbound

This paper cites an unresolved cited work.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:30:34.979967Z

Source-reported events for the cited work

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

Observation 8b715cbe-a44f-461b-90ea-9e4169c7cd5a · outbound

This paper cites GPT-4 Technical Report.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving GPT-4 Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.425290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59cf28db-b5e6-4a48-9849-38e855f68801 · outbound

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

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.517878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88cc677d-846b-40eb-980f-c20e16e3560f · outbound

This paper cites SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.589269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e0976e-a24b-468f-853e-bd45b02588c7 · outbound

This paper cites LLaSM: Large Language and Speech Model.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving LLaSM: Large Language and Speech Model

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.680423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba8552a-e7fd-4b57-bbf7-b00540d94683 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.743024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d616bc-cdc1-46f4-b0dc-41353a7b27cb · outbound

This paper cites Qwen2-Audio Technical Report.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Qwen2-Audio Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.863555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b151d448-45cf-463a-84cd-0e688b996c67 · outbound

This paper cites Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.918185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c85785d-85b2-440a-9d87-e3e9af258536 · outbound

This paper cites Language models are unsupervised multitask learners,.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Language models are unsupervised multitask learners,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:31.987984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6e60a3-1e37-4e9e-8eb1-1857748c2ac4 · outbound

This paper cites Multi-task learning in natu- ral language processing: An overview,.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Multi-task learning in natu- ral language processing: An overview,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:30:34.782094Z

Source-reported events for the cited work

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

Observation 94f98aa1-3d84-46a6-a31c-e2f6c2a8f51a · outbound

This paper cites BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.148354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e9316b4-b1fd-426f-8937-3caf555a31f6 · outbound

This paper cites SpeechVerse: A Large-scale Generalizable Audio Language Model.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving SpeechVerse: A Large-scale Generalizable Audio Language Model

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.222856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c9fb60-1c6d-4d7c-b3dc-f1d49cfd4c94 · outbound

This paper cites Scaling Speech-Text Pre-training with Synthetic Interleaved Data.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Scaling Speech-Text Pre-training with Synthetic Interleaved Data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.280525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b4e2b3-bb32-4a29-aea2-75bef8783034 · outbound

This paper cites Spirit LM: Interleaved Spoken and Written Language Model.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Spirit LM: Interleaved Spoken and Written Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.356065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1c4023-e4d4-4822-82c5-7a08c715b20a · outbound

This paper cites GPTEval: A Survey on Assessments of ChatGPT and GPT-4.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving GPTEval: A Survey on Assessments of ChatGPT and GPT-4

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.434957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa2aa27e-4c85-4a5f-89d7-b37a0d651418 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Instruction-Following Evaluation for Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.525199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d249389f-0cbc-4361-a489-06d8187191c4 · outbound

This paper cites LLM-based NLG Evaluation: Current Status and Challenges.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving LLM-based NLG Evaluation: Current Status and Challenges

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.605080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb23efa7-939b-4348-b0bf-242f3a858245 · outbound

This paper cites Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering Data.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Leveraging Chain of Thought towards Empathetic Spoken Dialogue without Corresponding Question-Answering Data

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.689968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03aa659d-143e-4f58-a6c3-dd19882ba531 · outbound

This paper cites Wavlm: Large-scale self- supervised pre-training for full stack speech processing,.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Wavlm: Large-scale self- supervised pre-training for full stack speech processing,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.779482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e79bc3-cbb2-4c8f-91c3-2f9b851bbdec · outbound

This paper cites LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.843707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6b0e2ac-f3cc-458b-b5f1-7a05d1bccbac · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:32.968567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1287b22a-1773-48bc-9f46-c80ba15d3a0d · outbound

This paper cites CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.069465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41aae15f-3d3b-484f-9192-aa32e66f3a62 · outbound

This paper cites Hello gpt-4o,.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Hello gpt-4o,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:30:34.600778Z

Source-reported events for the cited work

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

Observation 4768dfc9-f8be-469d-aa4a-351cb8402b54 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Training Verifiers to Solve Math Word Problems

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.219850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc274852-8a96-486e-a07b-227f53a54fc5 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Measuring Mathematical Problem Solving With the MATH Dataset

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.298274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c638f1c8-ab81-459f-9d03-0ceda5bec962 · outbound

This paper cites Lib- rispeech: an asr corpus based on public domain audio books,.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Lib- rispeech: an asr corpus based on public domain audio books,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.363830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77994d98-1949-4ee6-87e6-d9a144cdba15 · outbound

This paper cites Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.466627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc71a69-6342-4500-8b2d-4106f84f54fa · outbound

This paper cites Speech Model Pre-training for End-to-End Spoken Language Understanding.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Speech Model Pre-training for End-to-End Spoken Language Understanding

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.562288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e30882b3-e03d-401d-80b8-addefa9bd630 · outbound

This paper cites Common Voice: A Massively-Multilingual Speech Corpus.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Common Voice: A Massively-Multilingual Speech Corpus

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.640309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd6abe1-9626-40db-ad84-8e076c09b29c · outbound

This paper cites Covost 2 and massively multilingual speech translation.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Covost 2 and massively multilingual speech translation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:30:34.436593Z

Source-reported events for the cited work

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

Observation 9ab42704-7e69-4852-a0a3-61943c0b3599 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Robust Speech Recognition via Large-Scale Weak Supervision

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:30:33.802965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 29bcc073-b6fb-49c1-8391-64c9f9a48992 · inbound