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Commit Β·
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Parent(s):
Initial project scaffold
Browse filesSets up directory structure for 6-person team split: data, src, evaluation,
analysis, report, notebooks. Each person owns one top-level directory.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- .gitignore +47 -0
- README.md +39 -0
- analysis/__init__.py +0 -0
- evaluation/__init__.py +0 -0
- requirements.txt +9 -0
- src/__init__.py +0 -0
.gitignore
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# Python
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__pycache__/
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*.py[cod]
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*.pyo
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*.pyd
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.Python
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*.egg-info/
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dist/
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build/
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*.egg
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# Environments
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.env
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.venv
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venv/
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env/
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# Jupyter
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.ipynb_checkpoints/
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*.ipynb_checkpoints
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# Data β raw files are not committed; only processed artifacts are
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data/raw/
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data/cache/
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*.csv
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*.jsonl
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*.parquet
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*.pkl
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# Secrets (Reddit API credentials etc.)
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.env
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*.env
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# IDEs
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.vscode/
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.idea/
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*.swp
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# OS
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.DS_Store
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Thumbs.db
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# Model checkpoints (large binaries)
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checkpoints/
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*.pt
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*.bin
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*.safetensors
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README.md
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# Argument Mining for Online Debates
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NLP group project β Option 1: Application Development.
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Given a Reddit thread where people disagree, the system extracts argument structure (claims, counter-claims, premises) and surfaces what the debate is actually about.
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## Project structure
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```
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nlp-project/
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βββ data/ # Data loading and preprocessing (Person 1)
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βββ src/ # Models and inference pipeline (Person 2)
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βββ evaluation/ # Custom eval harness and metrics (Person 3)
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βββ analysis/ # Failure mode analysis (Person 4)
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βββ report/ # Literature review and written report (Person 5)
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βββ notebooks/ # Exploration and demos (Person 6)
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```
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## Setup
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```bash
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python -m venv venv
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source venv/bin/activate
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pip install -r requirements.txt
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```
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Copy `.env.example` to `.env` and fill in your Reddit API credentials before using the Reddit scraper.
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## Data sources
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- **Change My View (CMV)** β r/changemyview threads with delta annotations as persuasion signals
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- **IBM Debater** β `ibm/argument_quality_ranking_30k` via HuggingFace datasets
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- **Live Reddit** β PRAW scraper for fresh threads
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See `data/README.md` for details on obtaining and placing raw files.
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## Use of AI tools
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This project used LLMs (Claude) for boilerplate code generation and literature search. All methodology decisions, test set design, label definitions, and conclusions are the team's own.
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analysis/__init__.py
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evaluation/__init__.py
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requirements.txt
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datasets>=2.14.0
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transformers>=4.35.0
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torch>=2.0.0
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pandas>=2.0.0
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numpy>=1.24.0
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praw>=7.7.0
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scikit-learn>=1.3.0
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tqdm>=4.66.0
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python-dotenv>=1.0.0
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src/__init__.py
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File without changes
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