This repo contains:
- The complete set of stimuli together with utility scripts used in the experiments described in: "The emergence of number and syntax units in LSTM language models" NAACL2019.
- Code and instructions required for repliacting the figures in the paper - see Code
- datasets:
- NA_tasks: stimuli used in the Number-Agreement tasks.
- Tree_depth: stimuli, parses and corresponding number of open nodes used for predicting syntactic tree depth from LSTM activity.
├── datasets
│ ├── NA_tasks
│ │ ├── adv_adv.txt
│ │ ├── adv_conjunction.txt
│ │ ├── adv.txt
│ │ ├── namepp.txt
│ │ ├── nounpp_adv.txt
│ │ ├── nounpp.txt
│ │ ├── readme.md
│ │ └── simple.txt
│ └── tree_depth
│ ├── filtered_sentences.txt
│ └── readme.md
├── README.md
└── supplementary_material.pdfThe pre-trained LSTM English language model together with the corresponding datasets used for their training and evaluation can be found here