Coder Social home page Coder Social logo

gfner's People

Contributors

cjymz886 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

gfner's Issues

Reproducing the CoNLL2003 Results

Hi, I cannot reproduce the CoNLL2003 dataset results for f1=93.85 in your paper; the results only reached f1=91.

The parameters and model I used are from your code.:

vocab_size=30290
embedding_size=128
seq_len=127
random_seed = 2009
hidden_dropout_prob=0.1
learning_rate=3e-5
weight_decay=0.0
max_grad_norm=1.0
warmup=0.0
fix_bert_embeddings=False
min_num=1e-7
use_bert = True
batch_size=6
epochs=50
device = torch.device("cuda")

#bert_model = 'biobert-base-cased-v1.2'
#bert_model='biobert-large-cased-v1.1'
bert_model = 'bert-large-cased'

If available, could you provide me with a detailed list of the parameters you used for training?
Thank you !

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.