semeval

There are 3 repositories under semeval 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 text-processing nlp-library spelling-correction tokenizer tokenization word-segmentation word-normalization spell-corrector text-segmentation semeval
Language:Python 660
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 evaluation-metrics notebook-jupyter crfsuite semeval-2013 ner-evaluation ner semeval
Language:Python 207
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".
attention attention-mechanism computational-linguistics deep-learning deeplearning embeddings glove keras keras-models lstm neural-network nlp nlp-machine-learning semeval semeval-sentiment sentiment-analysis twitter twitter-messages word-embeddings
Language:Python 196
zjunlp / KnowPrompt
[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
relation-extraction prompt-tuning few-shot-learning tacred dialogre semeval prompt knowprompt prompt-learning re knowledge-informed-prompt-learning pytorch dataset text-classification
Language:Python 191
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
relation-extraction relation-classification dependency-tree tensorflow word-embedding lstm bidirectional-lstm lstm-tree tree semeval lca deep-learning lstm-networks tree-structure neural-network entities
Language:Jupyter Notebook 183
Alibaba-NLP / KB-NER
Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.
multimodal naacl2022 named-entity-recognition ner nlp semeval semeval-2022
Language:Python 174
rgtjf / Semantic-Texual-Similarity-Toolkits
Semantic Textual Similarity (STS) measures the degree of equivalence in the underlying semantics of paired snippets of text.
semantic-similarity natural-language-processing sts semeval
Language:Python 93
cbaziotis / ntua-slp-semeval2018
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
deep-learning lstm sentiment-analysis affect-recognition emotion-recognition irony-detection semeval attention attention-mechanism
Language:Python 83
alvations / stasis
Semantic Textual Similarity in Python
semantic-textual-similarity semeval dataset python
Language:Jupyter Notebook 80
clips / cat
cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"
aspect-based-sentiment-analysis attention-mechanism rbf rbf-kernel sentiment-analysis restaurant-reviews semeval
Language:Python 71
sahitya0000 / Relation-Classification
Relation Classification - SEMEVAL 2010 task 8 dataset
machine-learning natural-language-processing relation-extraction relation-classification python keras ipython-notebook semeval semeval-2010 classification text-classification cnn gru
Language:Jupyter Notebook 55
frankaging / Quasi-Attention-ABSA
The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)
aspect-based-sentiment-analysis bert quasi-attention semeval sentihood-dataset sentiment-analysis
Language:Python 44
phosseini / CREST
A Causal Relation Schema for Text
natural-language-processing causality semeval artificial-intelligence relation-extraction brat nlp dataset natural-language-understanding bionlp
Language:Jupyter Notebook 41
Priberam / SentimentAnalysis
Sentiment Analysis: Deep Bi-LSTM+attention model
sentiment-analysis sentiment-classification deep-learning deep-neural-networks semeval semeval-sentiment lstm attention-mechanism pytorch deeplearning neural-network embeddings twitter twitter-messages word-embeddings computational-linguistics nlp nlp-machine-learning
Language:Python 41
songyouwei / SA-DL
Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.
sentiment-analysis nlp natural-language-processing machine-learning deep-learning tensorflow keras twitter-sentiment-analysis semeval attention-mechanism aspect-based-sentiment-analysis
Language:Python 35
habernal / semeval2018-task12
SemEval-2018 Task 12: The Argument Reasoning Comprehension Task
semeval argumentation codalab
Language:Java 32
uhh-lt / taxi
TAXI: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling
taxonomy taxonomy-induction distributional-semantics semeval semeval-2016 taxi
Language:Jupyter Notebook 29
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.
deep-learning semeval semeval-2019 sentiment-analysis emotion-detection lstm keras keras-models tensorflow neural-network word2vec word-embeddings computational-linguistics nlp-machine-learning machine-learning nlp bidirectional-lstm
Language:Jupyter Notebook 27
uhh-lt / Taxonomy_Refinement_Embeddings
Taxonomy refinement method to improve domain-specific taxonomy systems.
taxonomy poincare-embeddings hyperbolic-geometry hyperbolic-embeddings wordnet taxonomy-induction semeval word-embeddings embeddings word2vec acl2019
Language:Python 26
semantic-textual-relatedness / Semantic_Relatedness_SemEval2024
SemEval 2024 Task 1 : Textual Semantic Relatedness
relatedness semantic semeval shared shared-task semeval-2024 semantic-similarity semantic-textual-relatedness
Language:Jupyter Notebook 23
cbaziotis / datastories-semeval2017-task6
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
attention attention-mechanism computational-humor computational-linguistics deep-learning embeddings glove humor keras keras-models lstm nlp nlp-machine-learning recurrent-neural-networks semeval siamese-lstm text-comparison twitter twitter-messages word-embeddings
Language:Python 21
Humanity123 / MemNet_ABSA
memory-network absa aspect-based-sentiment-analysis tang-et-al sentiment-analysis semeval
Language:Python 21
naiveHobo / HoboNet
Convolution Neural Network for classification of semantic relations in a sentence
relation-classification natural-language-processing natural-language-understanding sentence-classification word2vec embeddings-word2vec semeval semeval-2018 semeval2014
Language:Python 18
AmirAbaskohi / SemEval2022-Task6-Sarcasm-Detection
Sarcasm is a term that refers to the use of words to mock, irritate, or amuse someone. It is commonly used on social media. The metaphorical and creative nature of sarcasm presents a significant difficulty for sentiment analysis systems based on affective computing. The technique and results of our team, UTNLP, in the SemEval-2022 shared task 6 on sarcasm detection are presented in this paper.
nlp machine-learning natural-language-processing deep-learning bert svm-classifier xlnet huggingface electra lstm blstm cnn lstm-cnn attention-mechanism semeval-2022 semeval sarcasm-detection t5
Language:Python 17
omidrohanian / irony_detection
Code and data used for participation in SemEval-2018 Task 3: "Irony detection in English tweets"
irony irony-detection semeval sentiment-analysis twitter sarcasm-detection sarcastic-tweets ironic
Language:Jupyter Notebook 15
shammur / SemEval2022Task3
The PreTENS shared task hosted at SemEval 2022 aims at focusing on semantic competence with specific attention on the evaluation of language models with respect to the recognition of appropriate taxonomic relations between two nominal arguments (i.e. cases where one is a supercategory of the other, or in extensional terms, one denotes a superset of the other).
languagemodel interpretability semantic competences dataset deep-learning semeval
Language:Jupyter Notebook 12
ai-systems / nli4ct
clinical-trials natural-language-inference semeval semeval-2023
Language:Jupyter Notebook 11
milangritta / Minimalist-Location-Metonymy-Resolution
The code and data accompanying the ACL 2017 "outstanding award" publication "Vancouver Welcomes You! Minimalist Location Metonymy Resolution"
metonymy classification keras machine-learning nlp linguistics semeval toponyms toponym-resolution embeddings
Language:Python 10
peace195 / sentence-based-sentiment-analysis
Sentence Based Sentiment Analysis
sentiment-analysis deep-learning twitter semeval tensorflow
Language:Jupyter Notebook 10
Riroaki / Sentiment-Bert
基于Bert的文本情感分析模型（含semeval14数据集）
aspect-based-sentiment-analysis bert pytorch semeval
Language:Python 10
AndreFCruz / semeval2019-hyperpartisan-news
Our submission to the SemEval2019 shared task on Hyperpartisan News Detection.
bias-detection semeval semeval-2019
Language:Python 8
navreeetkaur / aspect-based-sentiment-analysis
Course Project | COL772 (NLP) @ IIT Delhi
aspect-based-sentiment-analysis sentiment-analysis review-sentiments aspect-extraction semeval
Language:Jupyter Notebook 8
StevenLOL / aicyber_semeval_2016_ivector
semeval i-vector
Language:Shell 8
uhh-lt / context-eval
Tools for Evaluation of Unsupervised Word Sense Disambiguation Systems
evaluation word-sense-disambiguation word-sense-induction semeval
Language:Jupyter Notebook 8
louisowen6 / NLP_Stacking_Ensemble
This repo is part of code implementation for "SENN: Stock Ensemble-based Neural Network"
cnn ensemble lstm mlp semeval sentiment-analysis stock-market
Language:Jupyter Notebook 7
olha-kaminska / frnn_emotion_detection
Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets"; 2) "LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest neighbor Classification for Sarcasm Detection"; 3) "Fuzzy Rough Nearest Neighbour Methods for Detecting Emotions, Hate Speech and Irony" by O. Kaminska, Ch. Cornelis and V. Hoste.
frnn frnn-owa fuzzy-logic fuzzy-rough-set conference-paper machine-learning nlp nlp-machine-learning text-classification text-processing semeval semeval-2022 irony-detection emotion-recognition emotion-detection emotion-analysis hate-speech-detection hate-speech-tweets irony journal-article
Language:Jupyter Notebook 6

semeval

cbaziotis / ekphrasis

davidsbatista / NER-Evaluation

cbaziotis / datastories-semeval2017-task4

zjunlp / KnowPrompt

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

Alibaba-NLP / KB-NER

rgtjf / Semantic-Texual-Similarity-Toolkits

cbaziotis / ntua-slp-semeval2018

alvations / stasis

clips / cat

sahitya0000 / Relation-Classification

frankaging / Quasi-Attention-ABSA

phosseini / CREST

Priberam / SentimentAnalysis

songyouwei / SA-DL

habernal / semeval2018-task12

uhh-lt / taxi

sismetanin / emosense-semeval2019-task3-emocontext

uhh-lt / Taxonomy_Refinement_Embeddings

semantic-textual-relatedness / Semantic_Relatedness_SemEval2024

cbaziotis / datastories-semeval2017-task6

Humanity123 / MemNet_ABSA

naiveHobo / HoboNet

AmirAbaskohi / SemEval2022-Task6-Sarcasm-Detection

omidrohanian / irony_detection

shammur / SemEval2022Task3

ai-systems / nli4ct

milangritta / Minimalist-Location-Metonymy-Resolution

peace195 / sentence-based-sentiment-analysis

Riroaki / Sentiment-Bert

AndreFCruz / semeval2019-hyperpartisan-news

navreeetkaur / aspect-based-sentiment-analysis

StevenLOL / aicyber_semeval_2016_ivector

uhh-lt / context-eval

louisowen6 / NLP_Stacking_Ensemble

olha-kaminska / frnn_emotion_detection