repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 25d ago
wbopan/flashtrace
Efficient multi-token attribution for reasoning language models — Python package, CLI, and HTML token traces
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 55%Travel-Oriented Reasoning Large Language Model via Domain-Specific Knowledge Graphs →
- PossiblePossibly related (embedding) · 55%Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads →
- PossiblePossibly related (embedding) · 54%Grounding LLM Reasoning under Incomplete Graph Evidence →
- PossiblePossibly related (embedding) · 54%ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning →
- PossiblePossibly related (embedding) · 53%Modality-Driven Search with Holistic Trace Judging for ARC-AGI-2 →
- PossiblePossibly related (embedding) · 46%Detecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought Auditing →
- PossiblePossibly related (embedding) · 48%MIRAGE: Defending Long-Form RAG Against Misinformation Pollution →
- PossiblePossibly related (embedding) · 46%Can We Understand How Large Language Models Reason? - Communications of the ACM →
Implements
paperTravel-Oriented Reasoning Large Language Model via Domain-Specific Knowledge GraphspaperLogit-Contribution Scoring Identifies Non-Literal Retrieval HeadspaperGrounding LLM Reasoning under Incomplete Graph EvidencepaperReContext: Recursive Evidence Replay as LLM Harness for Long-Context ReasoningpaperModality-Driven Search with Holistic Trace Judging for ARC-AGI-2
Implements (incoming)
paperDetecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought AuditingpaperMIRAGE: Defending Long-Form RAG Against Misinformation PollutionpaperDT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety GuardrailpaperEstimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual MCQA Performance in LLMspaperWILDTRACE: Benchmarking Natural Evidence Trails in Long-Context ReasoningpaperLanguage Identification with Succinct Machine-Independent Traces
Covers (incoming)
Related across the graph
paperReContext: Recursive Evidence Replay as LLM Harness for Long-Context ReasoningpaperWILDTRACE: Benchmarking Natural Evidence Trails in Long-Context ReasoningpaperLanguage Identification with Succinct Machine-Independent TracespaperEstimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual MCQA Performance in LLMspaperDT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety GuardrailpaperLogit-Contribution Scoring Identifies Non-Literal Retrieval HeadspaperDetecting Answer-Driven Reasoning in LLM-Based Educational Tutors via Truncated Chain-of-Thought AuditingpaperGrounding LLM Reasoning under Incomplete Graph EvidencenewsPaper claims RL for reasoning only changes 1-3% of tokens, and they replicate the gains without RL at ~1000x less computepaperTravel-Oriented Reasoning Large Language Model via Domain-Specific Knowledge GraphspaperModality-Driven Search with Holistic Trace Judging for ARC-AGI-2newsCan We Understand How Large Language Models Reason? - Communications of the ACMpaperMIRAGE: Defending Long-Form RAG Against Misinformation Pollution