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semeval

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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 Jun 2, 2025
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 Jul 2, 2024
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

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

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

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

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

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 Nov 4, 2024
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

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

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 Jun 17, 2024
Python

cbaziotis / datastories-semeval2017-task6

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Updated Oct 16, 2017
Python

Humanity123 / MemNet_ABSA

sentiment-analysis memory-network semeval absa aspect-based-sentiment-analysis tang-et-al

Updated Apr 14, 2018
Python

naiveHobo / HoboNet

Convolution Neural Network for classification of semantic relations in a sentence

natural-language-processing word2vec sentence-classification semeval natural-language-understanding relation-classification embeddings-word2vec semeval-2018 semeval2014

Updated Aug 24, 2017
Python

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 …

nlp machine-learning natural-language-processing deep-learning cnn lstm semeval attention-mechanism bert svm-classifier sarcasm-detection electra blstm lstm-cnn huggingface t5 xlnet semeval-2022

Updated May 24, 2023
Python

Riroaki / Sentiment-Bert

基于Bert的文本情感分析模型（含semeval14数据集）

pytorch semeval bert aspect-based-sentiment-analysis

Updated Jun 30, 2019
Python

nicolay-r / THOR-ECAC

The official fork of THoR Chain-of-Thought framework, enhanced and adapted for Emotion Cause Analysis (ECAC-2024)

framework semeval emotion-analysis reasoning fine-tuning notebook-jupyter colab-notebook emotion-cause-pair-extraction transformers-models llm flan-t5 chainofthought semeval-2024

Updated May 6, 2025
Python

milangritta / Minimalist-Location-Metonymy-Resolution

The code and data accompanying the ACL 2017 "outstanding award" publication "Vancouver Welcomes You! Minimalist Location Metonymy Resolution"

nlp machine-learning keras linguistics embeddings classification semeval toponyms metonymy toponym-resolution

Updated Jan 15, 2018
Python

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