HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues

HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-04-10
Score updated: 2026-04-09
Score fresh until: 2026-05-09
References: 81
Source count: 3
Coverage: 67%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues | Route /signal-canvas/hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues",
    "query_text": "Summarize HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues",
  "normalized_query": "2604.06845",
  "route": "/signal-canvas/hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues",
  "paper_ref": "hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 81

Proof: Verification pending

Freshness state: computing

Source paper: HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues

PDF: https://arxiv.org/pdf/2604.06845v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-10T00:15:23.256Z

Signal Canvas receipt window

Watch and verify: HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues

/buildability/hingemem-boundary-guided-long-term-memory-with-query-adaptive-retrieval-for-scalable-dialogues

Watchwatch

Subject: HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

HingeMem: Boundary Guided Long-Term Memory with Query Adaptive Retrieval for Scalable Dialogues

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Signal Canvas proof surface