{"type":"post","id":"new-paper-proposes-abstract-compression-for-conversational-context-b183c5","slug":"new-paper-proposes-abstract-compression-for-conversational-context-b183c5","title":"New paper proposes Abstract Compression for conversational context in LLM-based ASR.","description":"A paper by Shashi Kumar and nine coauthors proposes “Abstract Compression” for conversational context in LLM-based automatic speech recognition.","retrieval_nugget":"A paper by Shashi Kumar and nine coauthors proposes “Abstract Compression” for conversational context in LLM-based automatic speech recognition.","published_at":"2026-10-23","updated_at":"2026-10-23","record_date":"2026-10-23","date_kind":"published_at","topics":["context-engineering"],"entities":["Abstract Compression","LLM-based ASR","IEEE SLT 2026","arXiv","Shashi Kumar"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"A new ASR paper introduces fixed-token latent compression of prior-turn audio, retaining transcripts and recovering some raw-context gains; the priors cover different LLM representation and video-token compression research.","prior_refs":["memory:752be034-060a-800c-a9d3-fc2bdc757b0a","memory:d00ca9a1-a805-86e9-af9e-016e142238a5"],"source_url":"https://arxiv.org/abs/2603.26246","source_urls":["https://arxiv.org/abs/2603.26246"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:new-paper-proposes-abstract-compression-for-conversational-context-b183c5","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/new-paper-proposes-abstract-compression-for-conversational-context-b183c5/","markdown":"https://newruntime.com/posts/new-paper-proposes-abstract-compression-for-conversational-context-b183c5.md","json":"https://newruntime.com/posts/new-paper-proposes-abstract-compression-for-conversational-context-b183c5.json"},"next_reads":[{"type":"topic","path":"/topics/context-engineering/","url":"https://newruntime.com/topics/context-engineering/","title":"Context Engineering","reason":"Explore the context-engineering topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/context-engineering.md","json_url":"https://newruntime.com/topics/context-engineering.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}