├── README.md ├── data ├── agnews │ ├── classes.txt │ ├── test.csv │ ├── train.csv │ └── val.csv ├── dbpedia │ ├── classes.txt │ ├── readme.txt │ ├── subsample_dbpedia_train.py │ ├── test.csv │ ├── train_subset.csv │ └── val.csv ├── rte │ ├── test.jsonl │ ├── train.jsonl │ ├── val.jsonl │ └── validation.jsonl ├── sst2 │ ├── stsa.binary.dev │ ├── stsa.binary.phrases.train │ ├── stsa.binary.test │ └── stsa.binary.train ├── sst5 │ ├── test.jsonl │ ├── train.jsonl │ └── val.jsonl ├── subj │ ├── test.jsonl │ ├── train.jsonl │ └── val.jsonl └── trec │ ├── test.txt │ ├── train.txt │ └── validation.txt ├── data_utils.py ├── examples_ssh ├── cls_dbpedia_gptj_0shot.sh ├── cls_dbpedia_gptj_1shot.sh ├── cls_dbpedia_gptj_4shot.sh ├── cls_dbpedia_gptj_8shot.sh ├── cls_rte_gpt2_0shot.sh ├── cls_rte_gptj_0shot.sh ├── cls_sst2_gpt2_0shot.sh ├── cls_sst2_gpt2_1shot.sh ├── cls_sst2_gpt2_4shot.sh ├── cls_sst2_gpt2_8shot.sh ├── cls_sst2_gptj_0shot.sh ├── cls_sst2_gptj_1shot.sh ├── cls_sst2_gptj_4shot.sh ├── cls_sst2_gptj_8shot.sh ├── cls_sst2_llama2_0shot.sh ├── cls_sst2_llama2_1shot.sh ├── cls_sst2_llama2_4shot.sh ├── cls_sst2_llama2_8shot.sh ├── cls_sst5_gpt2_0shot.sh ├── cls_sst5_gpt2_1shot.sh ├── cls_sst5_gpt2_4shot.sh ├── cls_sst5_gpt2_8shot.sh ├── cls_sst5_gptj_0shot.sh ├── cls_sst5_gptj_1shot.sh ├── cls_sst5_gptj_4shot.sh ├── cls_sst5_llama2_0shot.sh ├── cls_sst5_llama2_1shot.sh ├── cls_sst5_llama2_4shot.sh ├── cls_sst5_llama2_8shot.sh ├── cls_subj_gpt2_0shot.sh ├── cls_subj_gptj_0shot.sh ├── cls_trec_gptj_1shot.sh ├── cls_trec_gptj_4shot.sh └── cls_trec_gptj_8shot.sh ├── requirements.txt ├── run_classification.py ├── setup_environment.yaml └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mominabbass/LinC/HEAD/README.md -------------------------------------------------------------------------------- /data/agnews/classes.txt: 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