There are 5 repositories under discourse-analysis topic.
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。
FieldWorks is a suite of software tools for language and cultural data, with support for complex scripts.
Extension of the SentenceSimplification project
Rezonator: Dynamics of human engagement
rst-workbench enables the hassle-free installation of RST parsers. It lets you visually compare their results in your browser.
Attention mechanism in CNNs to extract events of interest
Sense Disambiguation of Connectives for PDTB-Style Discourse Parsing
An annotated corpus of discussion forum threads from Massive Open Online Courses.
Discourse-Aware Sentiment Analysis
A collection of various discourse segmenters
MigrationInTheTimes: Visualising changes in the construction of meaning with Word Vector Space
Measure the civility of posts on your Discourse forum using Google Perspective API
Taking a corpus of text-based documents, we can now run doc2vec, kmeans clustering, and topic models to learn about entire discourses in just a few minutes. This gives valuable insight into the information present in a discourse from a high level using deep learning
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)
This is one of my projects about NLP and sentiment analysis of medication reviews.
Field Lingusitics Extension Tools (FLET)
LLM-inspired BiLSTM pipeline for real-time, multi-label toxicity inference across adversarial discourse modalities.
The RST-LSTM module refines predictions of the sequential text classifier (BERT) on documents with complex discourse
Heuristic-guided learning using Uncertainty-aware Self-training with Uncertainty Sampled Training (UST).
Interactive map of philosophical concept misuse and its impact on social discourse. Digital humanities example using GitHub.
This model combines BERT embeddings with psycholinguistic and discourse features for interpretable Bangla fake news detection.
A simple standalone textometry/lexicometry applet.
This project is my thesis on Russian Migration Policy Issues within the framework of Central Asian News discourse.
Introduction to NLP and Linguistics Lesson 1.1: NLP Overview Lesson 1.2: Linguistic Basics for NLP, Morphology: Words, Stems, Lemmas, Sentence Structuring, Parsing, Pragmatics: Context and Conversational Meaning, Discourse Analysis in NLP, Linguistics for NLP: Morphology, Syntax, and Semantics, Steps in an NLP Workflow, Demonstration
A thesis which studies how young people portray themselves online using Twitter biographies. It uses discourse analysis to investigate if students' online self-representations differ from their own self-perceptions, and how students act in public online environments.
AI assisted tagging app for qualitative error analysis.