Deterministic Coreference Resolution - Algorithm by StanfordNLP

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This is built from the Stanford Deterministic Coreference Resolution System ( http://nlp.stanford.edu/software/dcoref.shtml ). It takes text (as a String) as input and outputs a list of maps, in which each map contains the name of an entity (specifically, its most representative mention) as key and a list of other mentions of that entity as values. For instance, in the text "Bob visited the university. He then enrolled." yields input [{"Bob":["He"]}], meaning the "Bob" is the most representative mention of the person Bob, and the later word "He" refers to the same entity. For more information, please refer to http://nlp.stanford.edu/software/corenlp.shtml or Manning, Christopher D., Surdeanu, Mihai, Bauer, John, Finkel, Jenny, Bethard, Steven J., and McClosky, David. 2014. The Stanford CoreNLP Natural Language Processing Toolkit . In Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations , pp. 55-60.

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1. Type your input

2. See the result

Running algorithm...

curl -X POST -d '{{input | formatInput:"curl"}}' -H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY' https://api.algorithmia.com/v1/algo/StanfordNLP/DeterministicCoreferenceResolution/0.1.1

View cURL Docs

algo auth
# Enter API Key: YOUR_API_KEY
algo run algo://StanfordNLP/DeterministicCoreferenceResolution/0.1.1 -d '{{input | formatInput:"cli"}}'

View CLI Docs

import (
  algorithmia "github.com/algorithmiaio/algorithmia-go"
)

input := {{input | formatInput:"go"}}

var client = algorithmia.NewClient("YOUR_API_KEY", "")
algo, _ := client.Algo("algo://StanfordNLP/DeterministicCoreferenceResolution/0.1.1")
resp, _ := algo.Pipe(input)
response := resp.(*algorithmia.AlgoResponse)
fmt.Println(response.Result)

View Go Docs

import com.algorithmia.*;
import com.algorithmia.algo.*;

String input = "{{input | formatInput:"java"}}";
AlgorithmiaClient client = Algorithmia.client("YOUR_API_KEY");
Algorithm algo = client.algo("algo://StanfordNLP/DeterministicCoreferenceResolution/0.1.1");
AlgoResponse result = algo.pipeJson(input);
System.out.println(result.asJsonString());

View Java Docs

import com.algorithmia._
import com.algorithmia.algo._

val input = {{input | formatInput:"scala"}}
val client = Algorithmia.client("YOUR_API_KEY")
val algo = client.algo("algo://StanfordNLP/DeterministicCoreferenceResolution/0.1.1")
val result = algo.pipeJson(input)
System.out.println(result.asJsonString)

View Scala Docs

var input = {{input | formatInput:"javascript"}};
Algorithmia.client("YOUR_API_KEY")
           .algo("algo://StanfordNLP/DeterministicCoreferenceResolution/0.1.1")
           .pipe(input)
           .then(function(output) {
             console.log(output);
           });

View Javascript Docs

var input = {{input | formatInput:"javascript"}};
Algorithmia.client("YOUR_API_KEY")
           .algo("algo://StanfordNLP/DeterministicCoreferenceResolution/0.1.1")
           .pipe(input)
           .then(function(response) {
             console.log(response.get());
           });

View NodeJS Docs

import Algorithmia

input = {{input | formatInput:"python"}}
client = Algorithmia.client('YOUR_API_KEY')
algo = client.algo('StanfordNLP/DeterministicCoreferenceResolution/0.1.1')
print algo.pipe(input)

View Python Docs

library(algorithmia)

input <- {{input | formatInput:"r"}}
client <- getAlgorithmiaClient("YOUR_API_KEY")
algo <- client$algo("StanfordNLP/DeterministicCoreferenceResolution/0.1.1")
result <- algo$pipe(input)$result
print(result)

View R Docs

require 'algorithmia'

input = {{input | formatInput:"ruby"}}
client = Algorithmia.client('YOUR_API_KEY')
algo = client.algo('StanfordNLP/DeterministicCoreferenceResolution/0.1.1')
puts algo.pipe(input).result

View Ruby Docs

use algorithmia::Algorithmia;

let input = {{input | formatInput:"rust"}};
let client = Algorithmia::client("YOUR_API_KEY");
let algo = client.algo("StanfordNLP/DeterministicCoreferenceResolution/0.1.1");
let response = algo.pipe(input);

View Rust Docs

import Algorithmia

let input = "{{input | formatInput:"swift"}}";
let client = Algorithmia.client(simpleKey: "YOUR_API_KEY")
let algo = client.algo(algoUri: "StanfordNLP/DeterministicCoreferenceResolution/0.1.1") { resp, error in
  print(resp)
}

View Swift Docs

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