中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec .
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Updated
Dec 9, 2022 - Python
中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec .
cntext 是一个专为社会科学实证研究设计的中文文本分析 Python 库。它不仅提供传统的词频统计和情感分析,还支持词嵌入训练、语义投影计算等高级功能,帮助研究者从大规模非结构化文本中测量抽象构念——如态度、认知、文化观念与心理状态。
Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)
End-to-end shallow discourse parser
Attention mechanism in CNNs to extract events of interest
Sense Disambiguation of Connectives for PDTB-Style Discourse Parsing
Discourse-Aware Sentiment Analysis
A collection of various discourse segmenters
Code for AAAI 20 paper: Discourse level factors for sentence deletion in text simplification
Turkish Migration Discourse Dataset: AI-powered analysis of 6M tweets (2011-2022) studying public perceptions toward migrants/refugees in Turkey. Includes LoRA-finetuned TurkishBERTweet models for 6-class perception-attitude classification (F1: 0.77) and XGBoost bot detection (F1: 0.83). Academic research use only.
Supplementary materials and replication data for: Ehret, Katharina and Maite Taboada (2020). The interplay of complexity and subjectivity in opinionated discourse. (version 1.0)
A web app for a German climate change glossary
Heuristic-guided learning using Uncertainty-aware Self-training with Uncertainty Sampled Training (UST).
AI assisted tagging app for qualitative error analysis.
This project is my thesis on Russian Migration Policy Issues within the framework of Central Asian News discourse.
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