TextAttack Files

• Update dependency: transformers>=4.21.0
• Update dependency: datasets==2.4.0
• Update optional dependency: sentence_transformers==2.2.0
• Update optional dependency: gensim==4.1.2
• Update optional dependency: tensorflow==2.7.0 (Thanks @VijayKalmath !!!!)
• Miscellaneous fixes for new packages to update things and remove warning messages
• Fix logging attack args to W&B [#647] (thanks @VijayKalmath)
• Fix bug with word_swap_masked_lm [#649] (thanks @Hanyu-Liu-123)
• Fix small issues with textattack train [#653] (thanks @VijayKalmath)
• Fix issue with PWWS [#654] (thanks @VijayKalmath)
• Update recipe for FasterGeneticAlgorithm to match paper [#656] (thanks @VijayKalmath)
• Update adversarial dataset generation logic [#657] (thanks @VijayKalmath)
• Update dataset_args to correctly set dataset_split [#659] (thanks @VijayKalmath)
• Add logic for loading SQUAD via HuggingFaceDataset class [#660] (thanks @VijayKalmath)
• Fix ANSI color-printing [#662]
• Make GreedyWordSwapWIR and related search methods more query-efficient under the presence of pre-transformation constraints [#665] and [#674] (thanks @VijayKalmath)
• Save attack summary table as JSON (thanks @VijayKalmath -- great feature add!!)
• Fix typo and update numpy [#671] and [#672] (thanks @JohnGiorgi -- and welcome!)
• Finish CLARE attack [#675] (thanks @Hanyu-Liu-123 and @VijayKalmath)
• Add repr for better user experience with GoalFunctionResult [#676] (thanks @VijayKalmath)
• Better exception handling in WordSwapChangeNumber ((thanks @dangne -- and welcome!!)
• Various other typo and bug fixes

Thanks to everyone who contributed to TextAttack this summer, and a special shoutout once more to @VijayKalmath for all the hard work and attention to detail. Glad to see TextAttack so healthy 🙂