allennlp
There are 114 repositories under allennlp topic.
allenai/allennlp-models
Officially supported AllenNLP models
JohnGiorgi/DeCLUTR
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Hyperparticle/udify
A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.
matthew-z/R-net
R-net in PyTorch, with ELMo
PrashantRanjan09/WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
PrashantRanjan09/Elmo-Tutorial
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
titipata/detecting-scientific-claim
Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
allenai/allennlp-semparse
A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP
TalSchuster/CrossLingualContextualEmb
Cross-Lingual Alignment of Contextual Word Embeddings
epwalsh/nlp-models
NLP research experiments, built on PyTorch within the AllenNLP framework.
dudeperf3ct/DL_Notebooks
This repo contains all the notebooks mentioned in blog.
jbarrow/allennlp_tutorial
Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)
Fritz449/ProtoNER
Few-shot classification in Named Entity Recognition Task
argilla-io/biome-text
Custom Natural Language Processing with big and small models 🌲🌱
Riccorl/transformer-srl
Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.
dangitstam/topic-rnn
Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.
obss/trapper
State-of-the-art NLP through transformer models in a modular design and consistent APIs.
athnlp/athnlp-labs
Athens NLP Summer School Labs
prit2596/NLP-Template-Extraction
Template Extraction from unstructured Wikipedia text using NLP techniques.
kajyuuen/allennlp-book
本リポジトリは「AllenNLP入門」のソースコード置き場です。
Riccorl/transformers-embedder
A Word Level Transformer layer based on PyTorch and 🤗 Transformers.
ha-lins/GEML-MDG
Code for "Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation". [AAAI 2021]
himkt/allennlp-optuna
⚡️ AllenNLP plugin for adding subcommands to use Optuna, making hyperparameter optimization easy
izuna385/Entity-Linking-Tutorial
Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!
lyutyuh/gazetteer-NER-acl19
Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers
allenai/comb_dist_direct_relex
Combining Distant and Direct Supervision for Neural Relation Extraction
izuna385/Zero-Shot-Entity-Linking
Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.
generall/EntityCategoryPrediction
Model for predicting categories of entities by its mentions
ChristophAlt/tuna
Hyperparameter search for AllenNLP - powered by Ray TUNE
dhruvdcoder/wandb-allennlp
Utilities and boilerplate code to use wandb with allennlp
socialmediaie/SocialMediaIE
A toolkit for social media information extraction using multi-task learning and active learning
himkt/optuna-allennlp
🚀 A demonstration of hyperparameter optimization using Optuna for models implemented with AllenNLP.
shunk031/human-attention-map-for-text-classification
Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020)`
Heidelberg-NLP/SRL-S2S
Encoder-Decoder model for Semantic Role Labeling
himkt/allennlp-NER
☯️ AllenNLP training configurations for promising models on Named Entity Recognition. (BiLSTM-CRF, BiLSTM-CNN-CRF, BERT, BERT-CRF)
phueb/CHILDES-SRL
Research code for generating semantic role labels for CHILDES