Rebuttal pipeline for conference paper reviews. Parses reviewer feedback, classifies concerns by severity/type, builds a per-reviewer response strategy, and drafts a venue-compliant rebuttal with placeholders for pending experiments. Supports follow-up…
Multi-dimensional research idea evaluation with iterative refinement and publication-quality proposal generation. Takes any research idea (free text, structured brief, paper extension, or file path), scores it across 8 dimensions (novelty, technical…
Comprehensive topic-driven literature survey for AI/ML research. Searches arXiv, Semantic Scholar, and DBLP for recent papers (default: last 1 year), identifies research gaps, performs cross-domain exploration, and proposes 2-3 innovation directions with…
Paper-triggered literature survey and idea generation. Given a PDF, arXiv URL, or tweet containing a paper reference, analyzes the paper, searches for related work (including papers the input may have missed), performs cross-domain exploration, and proposes…
Automatic citation insertion for LaTeX manuscripts. Parses LaTeX source to find uncited statements (factual claims, method comparisons, background assertions, dataset references, numerical claims), searches for the correct papers via Semantic Scholar and…
End-to-end university assignment completion. Analyzes assignment requirements (PDF or text), conducts research, writes implementation code with tests, drafts an academic report (LaTeX or Word) with accurate citations, and performs automatic paraphrasing for…
Comprehensive academic paper draft feedback in ICML meta-review style. Analyzes correctness (equations, proofs, notation), motivation, methodology gaps, presentation quality, visualization improvements, and missing citations. Outputs structured feedback with…
Conference-style academic paper peer review. Reads a paper PDF, assesses novelty, technical soundness, clarity, significance, reproducibility, and experimental design. Generates a structured review with summary, strengths, weaknesses, major/minor issues,…