Update README.md

README.md

@@ -50,130 +50,6 @@ configs:
     path: "por-test.jsonl"
   - split: test_sp
     path: "spa-test.jsonl"
-  - split: validation_clean_en
-    path: "eng-dev_clean.jsonl"
-  - split: validation_clean_de
-    path: "deu-dev_clean.jsonl"
-  - split: validation_clean_fr
-    path: "fra-dev_clean.jsonl"
-  - split: validation_clean_it
-    path: "ita-dev_clean.jsonl"
-  - split: validation_clean_po
-    path: "por-dev_clean.jsonl"
-  - split: validation_clean_sp
-    path: "spa-dev_clean.jsonl"
-  - split: test_clean_en
-    path: "eng-test_clean.jsonl"
-  - split: test_clean_de
-    path: "deu-test_clean.jsonl"
-  - split: test_clean_fr
-    path: "fra-test_clean.jsonl"
-  - split: test_cleanit
-    path: "ita-test_clean.jsonl"
-  - split: test_clean_po
-    path: "por-test_clean.jsonl"
-  - split: test_clean_sp
-    path: "spa-test_clean.jsonl"
-  - split: validation_noneg_en
-    path: "eng-dev_no_allneg.jsonl"
-  - split: validation_noneg_de
-    path: "deu-dev_no_allneg.jsonl"
-  - split: validation_noneg_fr
-    path: "fra-dev_no_allneg.jsonl"
-  - split: validation_noneg_it
-    path: "ita-dev_no_allneg.jsonl"
-  - split: validation_noneg_po
-    path: "por-dev_no_allneg.jsonl"
-  - split: validation_noneg_sp
-    path: "spa-dev_no_allneg.jsonl"
-  - split: test_noneg_en
-    path: "eng-test_no_allneg.jsonl"
-  - split: test_noneg_de
-    path: "deu-test_no_allneg.jsonl"
-  - split: test_noneg_fr
-    path: "fra-test_no_allneg.jsonl"
-  - split: test_noneg_it
-    path: "ita-test_no_allneg.jsonl"
-  - split: test_noneg_po
-    path: "por-test_no_allneg.jsonl"
-  - split: test_noneg_sp
-    path: "spa-test_no_allneg.jsonl"
-- config_name: clean
-  data_files:
-  - split: train_en
-    path: "eng-train.jsonl"
-  - split: train_de
-    path: "deu-train.jsonl"
-  - split: train_fr
-    path: "fra-train.jsonl"
-  - split: train_it
-    path: "ita-train.jsonl"
-  - split: train_po
-    path: "por-train.jsonl"
-  - split: train_sp
-    path: "spa-train.jsonl"
-  - split: validation_clean_en
-    path: "eng-dev_clean.jsonl"
-  - split: validation_clean_de
-    path: "deu-dev_clean.jsonl"
-  - split: validation_clean_fr
-    path: "fra-dev_clean.jsonl"
-  - split: validation_clean_it
-    path: "ita-dev_clean.jsonl"
-  - split: validation_clean_po
-    path: "por-dev_clean.jsonl"
-  - split: validation_clean_sp
-    path: "spa-dev_clean.jsonl"
-  - split: test_clean_en
-    path: "eng-test_clean.jsonl"
-  - split: test_clean_de
-    path: "deu-test_clean.jsonl"
-  - split: test_clean_fr
-    path: "fra-test_clean.jsonl"
-  - split: test_cleanit
-    path: "ita-test_clean.jsonl"
-  - split: test_clean_po
-    path: "por-test_clean.jsonl"
-  - split: test_clean_sp
-    path: "spa-test_clean.jsonl"
-- config_name: noneg
-  data_files:
-  - split: train_en
-    path: "eng-train.jsonl"
-  - split: train_de
-    path: "deu-train.jsonl"
-  - split: train_fr
-    path: "fra-train.jsonl"
-  - split: train_it
-    path: "ita-train.jsonl"
-  - split: train_po
-    path: "por-train.jsonl"
-  - split: train_sp
-    path: "spa-train.jsonl"
-  - split: validation_noneg_en
-    path: "eng-dev_no_allneg.jsonl"
-  - split: validation_noneg_de
-    path: "deu-dev_no_allneg.jsonl"
-  - split: validation_noneg_fr
-    path: "fra-dev_no_allneg.jsonl"
-  - split: validation_noneg_it
-    path: "ita-dev_no_allneg.jsonl"
-  - split: validation_noneg_po
-    path: "por-dev_no_allneg.jsonl"
-  - split: validation_noneg_sp
-    path: "spa-dev_no_allneg.jsonl"
-  - split: test_noneg_en
-    path: "eng-test_no_allneg.jsonl"
-  - split: test_noneg_de
-    path: "deu-test_no_allneg.jsonl"
-  - split: test_noneg_fr
-    path: "fra-test_no_allneg.jsonl"
-  - split: test_noneg_it
-    path: "ita-test_no_allneg.jsonl"
-  - split: test_noneg_po
-    path: "por-test_no_allneg.jsonl"
-  - split: test_noneg_sp
-    path: "spa-test_no_allneg.jsonl"
 - config_name: en
   data_files:
   - split: train
@@ -222,102 +98,6 @@ configs:
     path: "spa-dev.jsonl"
   - split: test
     path: "spa-test.jsonl"
-- config_name: en_noneg
-  data_files:
-  - split: train
-    path: "eng-train.jsonl"
-  - split: validation
-    path: "eng-dev_no_allneg.jsonl"
-  - split: test
-    path: "eng-test_no_allneg.jsonl"
-- config_name: de_noneg
-  data_files:
-  - split: train
-    path: "deu-train.jsonl"
-  - split: validation
-    path: "deu-dev_no_allneg.jsonl"
-  - split: test
-    path: "deu-test_no_allneg.jsonl"
-- config_name: fr_noneg
-  data_files:
-  - split: train
-    path: "fra-train.jsonl"
-  - split: validation
-    path: "fra-dev_no_allneg.jsonl"
-  - split: test
-    path: "fra-test_no_allneg.jsonl"
-- config_name: it_noneg
-  data_files:
-  - split: train
-    path: "ita-train.jsonl"
-  - split: validation
-    path: "ita-dev_no_allneg.jsonl"
-  - split: test
-    path: "ita-test_no_allneg.jsonl"
-- config_name: po_noneg
-  data_files:
-  - split: train
-    path: "por-train.jsonl"
-  - split: validation
-    path: "por-dev_no_allneg.jsonl"
-  - split: test
-    path: "por-test_no_allneg.jsonl"
-- config_name: sp_noneg
-  data_files:
-  - split: train
-    path: "spa-train.jsonl"
-  - split: validation
-    path: "spa-dev_no_allneg.jsonl"
-  - split: test
-    path: "spa-test_no_allneg.jsonl"
-- config_name: en_clean
-  data_files:
-  - split: train
-    path: "eng-train.jsonl"
-  - split: validation
-    path: "eng-dev_clean.jsonl"
-  - split: test
-    path: "eng-test_clean.jsonl"
-- config_name: de_clean
-  data_files:
-  - split: train
-    path: "deu-train.jsonl"
-  - split: validation
-    path: "deu-dev_clean.jsonl"
-  - split: test
-    path: "deu-test_clean.jsonl"
-- config_name: fr_clean
-  data_files:
-  - split: train
-    path: "fra-train.jsonl"
-  - split: validation
-    path: "fra-dev_clean.jsonl"
-  - split: test
-    path: "fra-test_clean.jsonl"
-- config_name: it_clean
-  data_files:
-  - split: train
-    path: "ita-train.jsonl"
-  - split: validation
-    path: "ita-dev_clean.jsonl"
-  - split: test
-    path: "ita-test_clean.jsonl"
-- config_name: po_clean
-  data_files:
-  - split: train
-    path: "por-train.jsonl"
-  - split: validation
-    path: "por-dev_clean.jsonl"
-  - split: test
-    path: "por-test_clean.jsonl"
-- config_name: sp_clean
-  data_files:
-  - split: train
-    path: "spa-train.jsonl"
-  - split: validation
-    path: "spa-dev_clean.jsonl"
-  - split: test
-    path: "spa-test_clean.jsonl"
 ---
 
 ## Dataset Description
@@ -334,13 +114,8 @@ For each language (English, French, German, Italian, Portuguese, and Spanish), w
 - **validation** split
 - **test** split
 
-In addition, the validation and the test splits are available also in the following preprocessed versions:
-
-- **noneg**: without questions with only negative answer candidates
-- **clean**: without questions with only negative and only positive answer candidates
-
 ### How to load them:
-To use these splits, you can use the following snippet of code replacing ``[LANG]`` with a language identifier (en, fr, de, it, po, sp), and ``[VERSION]`` with the version identifier (noneg, clean)
+To use these splits, you can use the following snippet of code replacing ``[LANG]`` with a language identifier (en, fr, de, it, po, sp)
 
 ```
 from datasets import load_dataset
@@ -348,12 +123,6 @@ from datasets import load_dataset
 # if you want the whole corpora
 corpora = load_dataset("matteogabburo/mTRECQA")
 
-# if you want the clean test and test sets
-corpora = load_dataset("matteogabburo/mTRECQA", "clean")
-
-# if you want the "no all negatives" validation and test sets
-corpora = load_dataset("matteogabburo/mTRECQA", "noneg")
-
 """
 if you want the default splits of a specific language, replace [LANG] with an identifier in: en, fr, de, it, po, sp
 dataset = load_dataset("matteogabburo/mTRECQA", "[LANG]")
@@ -361,14 +130,6 @@ dataset = load_dataset("matteogabburo/mTRECQA", "[LANG]")
 # example:
 italian_dataset = load_dataset("matteogabburo/mTRECQA", "it")
 
-
-"""
-if you want the processed splits ("clean" and "no all negatives" sets), replace [LANG] with a language identifier and [VERSION] with "noneg" or "clean"
-dataset = load_dataset("matteogabburo/mTRECQA", "[LANG]_[VERSION]")
-"""
-# example:
-italian_clean_dataset = load_dataset("matteogabburo/mTRECQA", "it_clean")
-
 ```