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LI XIN's Projects

bert-e2e-absa icon bert-e2e-absa

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

dpr icon dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

e2e-tbsa icon e2e-tbsa

[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

hast icon hast

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

hcnn icon hcnn

Hybrid Convolutional Neural Network for sentiment strength prediction

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

lm-dialog icon lm-dialog

Relevance-Promoting Language Model for Short-Text Conversation (AAAI-2020)

long-llms-learning icon long-llms-learning

A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks

ncrfpp icon ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nn4absa icon nn4absa

Neural Network based models for Aspect-Based Sentiment Analysis

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

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