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Review forms for 29 ML/NLP/CV venues, AI conference deadlines and ICLR acceptance odds.

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convert_score Read-only

Map an overall review score at one venue to the same position on other venues' scales, keeping its distance from each venue's rough acceptance bar. A heuristic for intuition, not an official equivalence.

scorenumber, required

Overall score on that venue's scale.

venuestring, required

Venue the score is from, e.g. 'neurips'.

toarray

Target venues (default: all).

Tools (7)

convert_score

read-only

Argument	Type	Description
to	array	Target venues (default: all).
score*	number	Overall score on that venue's scale.
venue*	string	Venue the score is from, e.g. 'neurips'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "venue",
    "score"
  ],
  "properties": {
    "to": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Target venues (default: all)."
    },
    "score": {
      "type": "number",
      "description": "Overall score on that venue's scale."
    },
    "venue": {
      "type": "string",
      "minLength": 2,
      "description": "Venue the score is from, e.g. 'neurips'."
    }
  }
}

get_deadline

Full timeline for one conference edition: abstract/registration, paper, author response and decision dates (AoE + ISO), plus links to its review form. Accepts 'cvpr-2027', 'CVPR 2027' or just 'CVPR' (next upcoming edition).

read-only

Argument	Type	Description
conference*	string	e.g. 'cvpr-2027', 'ICML 2027', 'neurips'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "conference"
  ],
  "properties": {
    "conference": {
      "type": "string",
      "minLength": 2,
      "description": "e.g. 'cvpr-2027', 'ICML 2027', 'neurips'."
    }
  }
}

get_llm_policy

What a venue allows authors and reviewers to do with LLMs, with the official policy link. Use before advising someone on AI use for a submission or a review.

read-only

Argument	Type	Description
venue*	string	Venue slug, name or alias.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "venue"
  ],
  "properties": {
    "venue": {
      "type": "string",
      "minLength": 2,
      "description": "Venue slug, name or alias."
    }
  }
}

get_review_form

The exact reviewer form for a venue: every field in order with guidance, each score scale with its official labels, the author checklist, the area-chair meta-review, the rough acceptance bar and the venue's LLM policy. Accepts a slug, name or alias (e.g. 'iclr', 'NeurIPS', 'ACL Rolling Review', 'cvpr').

read-only

Argument	Type	Description
venue*	string	Venue slug, name or alias, e.g. 'iclr' or 'CVPR'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "venue"
  ],
  "properties": {
    "venue": {
      "type": "string",
      "minLength": 2,
      "description": "Venue slug, name or alias, e.g. 'iclr' or 'CVPR'."
    }
  }
}

iclr_acceptance_odds

Historical ICLR acceptance rate for papers with similar reviewer ratings, from public OpenReview decisions (kernel estimate over past score profiles). Give 3–6 ratings as the reviewers gave them. Not a prediction of any decision.

read-only

Argument	Type	Description
year	integer	Reference year: 2026, 2025, 2024 (default: latest).
scores*	array	Reviewer ratings, e.g. [6, 6, 8, 4].

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "scores"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 9007199254740991,
      "minimum": -9007199254740991,
      "description": "Reference year: 2026, 2025, 2024 (default: latest)."
    },
    "scores": {
      "type": "array",
      "items": {
        "type": "number",
        "maximum": 10,
        "minimum": 0
      },
      "maxItems": 6,
      "minItems": 3,
      "description": "Reviewer ratings, e.g. [6, 6, 8, 4]."
    }
  }
}

list_deadlines

Upcoming paper and abstract deadlines for ~64 ML, CV, NLP, robotics, speech, data-mining and AI conferences, soonest first, in AoE and ISO-8601 UTC. Projected (not yet announced) dates are excluded unless include_estimated is true.

read-only

Argument	Type	Description
area	string	Area code: ML (Machine learning), CV (Computer vision), NLP (Natural language processing), RO (Robotics), SP (Speech and signal processing), DM (Data mining), AP (Applications (health, bio, finance…)), KR (Knowledge representation and planning), HCI (Human-computer interaction), IRSM (Information retrieval and social media), MISC (Other).
limit	integer
within_days	integer	Only deadlines within this many days.
include_estimated	boolean	Include dates projected from last year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "area": {
      "enum": [
        "ML",
        "CV",
        "NLP",
        "RO",
        "SP",
        "DM",
        "AP",
        "KR",
        "HCI",
        "IRSM",
        "MISC"
      ],
      "type": "string",
      "description": "Area code: ML (Machine learning), CV (Computer vision), NLP (Natural language processing), RO (Robotics), SP (Speech and signal processing), DM (Data mining), AP (Applications (health, bio, finance…)), KR (Knowledge representation and planning), HCI (Human-computer interaction), IRSM (Information retrieval and social media), MISC (Other)."
    },
    "limit": {
      "type": "integer",
      "default": 30,
      "maximum": 100,
      "minimum": 1
    },
    "within_days": {
      "type": "integer",
      "default": 120,
      "maximum": 400,
      "minimum": 1,
      "description": "Only deadlines within this many days."
    },
    "include_estimated": {
      "type": "boolean",
      "default": false,
      "description": "Include dates projected from last year."
    }
  }
}

list_venues

List the 29 ML / NLP / CV / data-mining venues whose reviewer forms reviewpaper.ai models, with the overall score scale, whether the form is official or modeled, and links. Use get_review_form for the full form.

read-only

Argument	Type	Description
area	string	Optional venue area filter.

Input schema (JSON)

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "area": {
      "enum": [
        "ml",
        "cv",
        "nlp",
        "ai",
        "data-mining",
        "ir-web",
        "speech",
        "robotics",
        "theory",
        "systems",
        "multimedia"
      ],
      "type": "string",
      "description": "Optional venue area filter."
    }
  }
}