├── .gitignore ├── .idea ├── .gitignore ├── NewsMTSC.iml ├── misc.xml ├── modules.xml └── vcs.xml ├── CODE_OF_CONDUCT.md ├── LICENSE ├── MANIFEST.in ├── NewsSentiment ├── .gitignore ├── DatasetPreparer.py ├── SentimentClasses.py ├── __init__.py ├── __main__.py ├── combinations_default.py ├── consts.py ├── controller.py ├── controller_data │ └── datasets │ │ ├── NewsMTSC-dataset │ │ ├── NewsMTSC-dataset.zip │ │ ├── NewsMTSC-preprint.pdf │ │ ├── devtest_mt.jsonl │ │ ├── devtest_rw.jsonl │ │ ├── readme.md │ │ └── train.jsonl │ │ ├── acl14twitter │ │ ├── test.raw.jsonl │ │ └── train.raw.jsonl │ │ ├── newsmtsc-train-and-test-mt │ │ ├── devtest_mtsc_only.jsonl │ │ └── train.jsonl │ │ ├── newsmtsc-train-and-test-rw │ │ ├── devtest_mtsc_and_single_primaries.jsonl │ │ └── train.jsonl │ │ ├── semeval14laptops │ │ ├── Laptops_Test_Gold.xml.seg.jsonl │ │ └── Laptops_Train.xml.seg.jsonl │ │ └── semeval14restaurants │ │ ├── Restaurants_Test_Gold.xml.seg.jsonl │ │ └── Restaurants_Train.xml.seg.jsonl ├── converter_huggingface.py ├── createoverview.py ├── customexceptions.py ├── dataset.py ├── diskdict.py ├── download.py ├── earlystopping.py ├── evaluator.py ├── experiments │ └── default │ │ └── datasets │ │ ├── newsmtsc-mt-hf │ │ ├── dev.jsonl │ │ ├── test.jsonl │ │ └── train.jsonl │ │ ├── newsmtsc-mt │ │ ├── dev.jsonl │ │ ├── test.jsonl │ │ └── train.jsonl │ │ ├── newsmtsc-rw-hf │ │ ├── dev.jsonl │ │ ├── test.jsonl │ │ └── train.jsonl │ │ └── newsmtsc-rw │ │ ├── dev.jsonl │ │ ├── test.jsonl │ │ └── train.jsonl ├── fxlogger.py ├── infer.py ├── inferrest.py ├── knowledge │ ├── __init__.py │ ├── bingliuopinion │ │ ├── bingliuopinion.py │ │ ├── converter.py │ │ ├── license.txt │ │ ├── negative-words.txt │ │ ├── opinion_polarity.ddict │ │ └── positive-words.txt │ ├── knowledgeutils.py │ ├── liwc │ │ ├── data │ │ │ ├── .gitignore │ │ │ └── readme.txt │ │ ├── dic.py │ │ ├── liwc.py │ │ ├── liwchelper.py │ │ └── trie.py │ ├── mpqasubjectivity │ │ ├── converter.py │ │ ├── mpqasubjectivity.py │ │ ├── subjclueslen1-HLTEMNLP05.tff │ │ └── subjclueslen1-HLTEMNLP05.tff.ddict │ ├── nrcemolex │ │ ├── NRC-Emotion-Lexicon-Wordlevel-v0.92.txt │ │ ├── NRC-Emotion-Lexicon-Wordlevel-v0.92.txt.ddict │ │ ├── converter.py │ │ └── nrcemolex.py │ └── zeros │ │ └── zerosknowledge.py ├── layers │ ├── AggregatorForBert.py │ ├── __init__.py │ ├── attention.py │ ├── dynamic_rnn.py │ ├── point_wise_feed_forward.py │ ├── pytorchnlpattention.py │ └── squeeze_embedding.py ├── losses │ ├── __init__.py │ ├── crossentropycrossweight.py │ ├── crossentropylosslsr.py │ ├── crossentropylosswithconfidence.py │ └── seq2seqloss.py ├── models │ ├── FXBaseModel.py │ ├── FXEnsemble.py │ ├── __init__.py │ ├── ensemble.py │ ├── ensembleb.py │ ├── multitargets │ │ ├── __init__.py │ │ ├── contrasting.py │ │ ├── random_multi.py │ │ ├── seq2seq.py │ │ ├── seq2seq_without_targetmask.py │ │ ├── tdbertlikemultitarget.py │ │ └── tdbertlikemultitarget_dense.py │ └── singletarget │ │ ├── __init__.py │ │ 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