ReView / interface /interactive_processor.py

Commit History

Improve title extraction logic in fetch_reviews_from_openreview_link function for better fallback handling
18efeda

Sina1138 commited on

Add success handler for display mode toggle in Demo.py and improve title fetching fallback in interactive_processor.py
34bd850

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Skip ensure_device on ZeroGPU: GPU managed transparently by spaces library
ac2b45c

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Force CPU on ZeroGPU: CUDA init not allowed in main process
1a50e25

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Refactor model references and enhance ZeroGPU support; update README and requirements for HF
fdaabfa

Sina1138 commited on

[Improvement - alpha] Implement RSARerankingCached for improved efficiency in interactive review processing; update import in interactive_processor.py to use cached version.
acf8e5e

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Enhance interactive review processing by adding thread management for polarity and topic predictions; set optimal thread count for SLURM environments; update loss function to ignore padding tokens.
97c36d1

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Add timing metrics for model loading and processing in interactive review; optimize polarity and topic prediction with batch processing; Remove threading for polarity and topic (huge CPU slowdown)
389ed35

Sina1138 commited on

Reduce max_length for model inputs to 256 tokens for improved performance; add BetterTransformer support for CPU speedup in interactive review processing.
af9d146

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Add progress tracking for RSA computation in background and interactive processor
6a89f35

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Add jump-to buttons and agreement progress bar in Demo.py; refactor review fetching in interactive_processor.py
d477af8

Sina1138 commited on

[Code Review] Enhance Demo.py and interactive_processor.py:
bcdc11a

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Add informativeness computation and enhance RSA processing: implement sentence ranking by informativeness and uniqueness, and improve HTML rendering for agreement and divergence summaries.
80d3367

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Add centralized sentence filtering for RSA and polarity scoring; enhance interactive review processor to filter noise sentences and improve summary card formatting
894cdf6

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Enhance score normalization in interactive review processor: implement robust median-centered, IQR-scaled clipping to improve color scale handling
8bcd5eb

Sina1138 commited on

Update model loading to prioritize local trained models for improved accuracy; adjust configuration for model paths and fallback options
e5ab9ff

Sina1138 commited on

modify interactive review processor to use float32 across all devices for improved accuracy; Update .gitignore to include logs and validation/training files
4f76bec

Sina1138 commited on

Add device-aware RSA optimizations for CPU/GPU
071dd42

Sina1138 commited on

Add support for rebuttals and section header exclusion in review processing
97f478d

Sina1138 commited on

Enhance interactive review processing: support up to 6 reviews, improve metadata handling, and update UI for review inputs
b0fbb48

Sina1138 commited on

Add interactive review processing module with scoring capabilities to align with pre-processed pipeline
8e979f2

Sina1138 commited on