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semeval

Here are 70 public repositories matching this topic...

cbaziotis / ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

nlp tokenizer text-processing semeval nlp-library word-segmentation spelling-correction tokenization text-segmentation spell-corrector word-normalization

Updated Feb 27, 2024
Python

davidsbatista / NER-Evaluation

An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity

named-entity-recognition semeval ner crfsuite evaluation-metrics notebook-jupyter semeval-2013 ner-evaluation

Updated Feb 10, 2024
Python

cbaziotis / datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

nlp twitter deep-learning sentiment-analysis neural-network word-embeddings keras embeddings lstm attention deeplearning glove computational-linguistics semeval attention-mechanism keras-models nlp-machine-learning twitter-messages semeval-sentiment

Updated Jun 8, 2018
Python

zjunlp / KnowPrompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

text-classification prompt pytorch dataset semeval relation-extraction re few-shot-learning tacred prompt-learning prompt-tuning dialogre knowprompt knowledge-informed-prompt-learning

Updated Jun 20, 2023
Python

Relation-Classification-using-Bidirectional-LSTM-Tree

Sshanu / Relation-Classification-using-Bidirectional-LSTM-Tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

tree deep-learning neural-network tensorflow entities lstm tree-structure dependency-tree semeval lca relation-extraction bidirectional-lstm word-embedding lstm-networks relation-classification lstm-tree

Updated Apr 15, 2019
Jupyter Notebook

Alibaba-NLP / KB-NER

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

nlp named-entity-recognition semeval ner multimodal semeval-2022 naacl2022

Updated Jan 10, 2023
Python

rgtjf / Semantic-Texual-Similarity-Toolkits

Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.

natural-language-processing sts semantic-similarity semeval

Updated Oct 18, 2021
Python

cbaziotis / ntua-slp-semeval2018

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

deep-learning sentiment-analysis lstm attention semeval attention-mechanism emotion-recognition affect-recognition irony-detection

Updated Jun 21, 2022
Python

alvations / stasis

Semantic Textual Similarity in Python

python dataset semeval semantic-textual-similarity

Updated Jan 30, 2017
Jupyter Notebook

clips / cat

cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"

sentiment-analysis rbf-kernel semeval attention-mechanism rbf restaurant-reviews aspect-based-sentiment-analysis

Updated Sep 15, 2020
Python

sahitya0000 / Relation-Classification

Relation Classification - SEMEVAL 2010 task 8 dataset

python machine-learning natural-language-processing text-classification keras ipython-notebook cnn gru classification semeval relation-extraction relation-classification semeval-2010

Updated Apr 30, 2019
Jupyter Notebook

frankaging / Quasi-Attention-ABSA

The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)

sentiment-analysis semeval bert aspect-based-sentiment-analysis sentihood-dataset quasi-attention

Updated Jun 4, 2021
Python

Priberam / SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

Updated Jul 5, 2022
Python

phosseini / CREST

A Causal Relation Schema for Text

nlp natural-language-processing artificial-intelligence dataset semeval causality brat relation-extraction natural-language-understanding bionlp

Updated Jun 3, 2022
Jupyter Notebook

songyouwei / SA-DL

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

nlp machine-learning natural-language-processing deep-learning sentiment-analysis tensorflow keras twitter-sentiment-analysis semeval attention-mechanism aspect-based-sentiment-analysis

Updated May 11, 2018
Python

habernal / semeval2018-task12

SemEval-2018 Task 12: The Argument Reasoning Comprehension Task

semeval argumentation codalab

Updated Feb 22, 2018
Java

uhh-lt / taxi

TAXI: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling

taxonomy distributional-semantics semeval taxi taxonomy-induction semeval-2016

Updated Jul 6, 2023
Jupyter Notebook

sismetanin / emosense-semeval2019-task3-emocontext

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

nlp machine-learning deep-learning sentiment-analysis neural-network tensorflow word2vec word-embeddings keras lstm computational-linguistics semeval keras-models nlp-machine-learning emotion-detection bidirectional-lstm semeval-2019

Updated Jul 9, 2019
Jupyter Notebook

uhh-lt / Taxonomy_Refinement_Embeddings

Taxonomy refinement method to improve domain-specific taxonomy systems.

taxonomy word2vec word-embeddings embeddings wordnet semeval hyperbolic-geometry poincare-embeddings taxonomy-induction acl2019 hyperbolic-embeddings

Updated Aug 3, 2019
Python

semantic-textual-relatedness / Semantic_Relatedness_SemEval2024

SemEval 2024 Task 1 : Textual Semantic Relatedness

semantic semantic-similarity shared semeval relatedness shared-task semeval-2024 semantic-textual-relatedness

Updated Apr 20, 2024
Jupyter Notebook

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