Framework to train RE models
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May 3, 2026 - Python
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relation-classification
Here are 52 public repositories matching this topic...
A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.
nlp naacl machine-learning natural-language-processing awesome deep-learning sentiment-analysis trends awesome-list emnlp language-model aaai nips relation-classification state-of-the-art stance-detection low-resource-nlp sentiment-attitude-extraction chatgpt
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Mar 23, 2026
PyTorch-IE: State-of-the-art Information Extraction in PyTorch
transformers pytorch information-extraction named-entity-recognition datasets relation-extraction relation-classification pytorch-lightning
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Sep 24, 2025 - Python
A relation classification system using TF-IDF and Random Forest. It processes annotated text, predicts relationships between entities, and can infer entities when not marked. Supports top-k predictions and handles custom input sentences.
nlp machine-learning natural-language-processing ai random-forest text-classification artificial-intelligence feature-extraction tfidf relation-classification entity-relation ai-engineer ai-engineering
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Jun 22, 2025 - Jupyter Notebook
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification (ACL 2024)
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Oct 17, 2024 - Jupyter Notebook
[ACL23] This repository contains the code for our paper "MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset"
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Oct 16, 2024 - Python
Argument classification with BERT plus contextual and structural features as text for ICONIP 2022.
nlp text-classification feature-engineering nlp-machine-learning relation-classification features-extraction bert-model bert-embeddings bert-fine-tuning
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Oct 14, 2024 - Jupyter Notebook
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
performance evaluation information-extraction calibration named-entity-recognition event-detection event-extraction relation-extraction entity-typing relation-classification explainability large-language-models chatgpt faithfulness
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Aug 17, 2024 - Python
A set of Python codes for the classification of biomedical relations based on the MeSH keywords of PubMed scholarly publications
machine-learning deep-learning dataset biomedical-data-science relation-classification ontology-engineering
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Jul 15, 2024 - Jupyter Notebook
A repository for my Diploma Thesis; "Semantic communications framework with Transformer based models"
machine-learning natural-language-processing text-generation named-entity-recognition fine-tuning relation-classification bert-model transformer-models t5-model semantic-communication llm
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Jun 28, 2024 - Python
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
performance sentiment-analysis evaluation information-extraction named-entity-recognition event-detection event-extraction relation-extraction robustness relation-classification evaluation-criteria chatgpt error-types
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Jan 17, 2024 - Python
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023.
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Jan 14, 2024 - Python
We classify the relation between head and tail entity using a Naive Bayes model based on bag-of-words (BoW) features.
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Dec 28, 2023 - Python
Implementation of the link identification task in BERT.
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Sep 20, 2023 - Jupyter Notebook
Implemantation of a BERT cascade model
text-classification link-prediction stance-classification relation-classification bert-model bert-embeddings bert-fine-tuning
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Sep 20, 2023 - Jupyter Notebook
This repository contains the code of my solution for the SemEval-2022 Shared Task 10: Structured Sentiment Analysis.
nlp deep-learning sentiment-analysis transformers relation-classification sequence-tagging semeval-2022 naacl2022 structured-sentiment-analysis
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Aug 1, 2023
For learning. Collecting techniques of each step from knowledge graph building processes.
nlp natural-language-processing docs knowledge-graph classification chinese ner relation-classification text-labeling
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Jun 22, 2023 - Jupyter Notebook
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
pytorch bert relation relation-extraction relation-classification bert-relation-extraction relation-bert
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Jun 12, 2023 - Python
A PyTorch-based toolkit for natural language processing
nlp text-classification text-similarity transformers pytorch named-entity-recognition advertising bert triplet-loss multilabel-classification siamese-network relation-classification
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Mar 10, 2023 - Python
code of Relation Classification via Multi-Level Attention CNNs
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Aug 23, 2022 - Python
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