Datasets:

GiliGold
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Hebrew_VAD_lexicon

Hebrew Word stringlengths 2 32	Valence float64 0.01 0.99	Arousal float64 0.05 0.98	Dominance float64 0.07 0.98
אאאאאאאא	0.479	0.606	0.291
אאוגניקה	0.448	0.53	0.518
אב בית	0.694	0.279	0.52
אב טיפוס	0.448	0.52	0.569
אב מנזר	0.427	0.321	0.483
אב קדמון	0.641	0.4	0.6105
אב-טיפוס	0.448	0.52	0.569
אבא	0.78	0.37125	0.71825
אבבא	0.562	0.5	0.48
אבדון	0.104	0.703	0.469
אבהות	0.7945	0.5545	0.744
אבהי	0.8205	0.358	0.7335
אבו יויו	0.438	0.49	0.343
אבו נפחא	0.344	0.42	0.389
אבוב	0.51	0.34	0.392
אבוד	0.094	0.298	0.112
אבוי	0.571	0.31	0.279
אבולוציה	0.781	0.657	0.854
אבולוציוני	0.796	0.673	0.825
אבוס	0.63	0.364	0.5555
אבוקדו	0.677	0.255	0.287
אבוריג'יני	0.448	0.427	0.542
אבות קדמוניים	0.69	0.412	0.627
אבותי	0.64	0.481	0.75
אבזם	0.432	0.374	0.301
אבחון	0.509333	0.474333	0.734667
אבחוני	0.417	0.483	0.635
אבחנות	0.54	0.44	0.75
אבי	0.562	0.5	0.48
אבי העורקים	0.448	0.51	0.542
אביון	0.26	0.347	0.151
אביזר	0.568333	0.379	0.497333
אביזרים	0.515667	0.514	0.488333
אביר	0.78	0.441	0.835
אבירות	0.834333	0.567667	0.829333
אבירי	0.908	0.539	0.679
אבל	0.177	0.49	0.266
אבן גיר	0.602	0.323	0.381
אבן דרך	0.719	0.373	0.558
אבן החכמים	0.708	0.587	0.604
אבן חומה	0.559	0.423	0.439
אבן חן	0.917	0.48	0.582
אבן לריצוף	0.448	0.385	0.368
אבן מרצפת	0.521	0.519	0.509
אבן משחזת	0.541	0.453	0.526
אבן פינה	0.55	0.388	0.596
אבן צור	0.521	0.439	0.536
אבן ראשה	0.573	0.438	0.491
אבן ריחיים	0.51	0.433	0.492
אבן שפה	0.472	0.371	0.402
אבנית	0.36	0.36	0.562
אבסורדי	0.188	0.656	0.284
אבסורדיות	0.115	0.528	0.227
אבסינת	0.481	0.51	0.462
אבעבועות	0.235	0.567	0.309
אבעבועות רוח	0.1835	0.536	0.386
אבצס	0.154	0.451	0.349
אבק	0.344	0.246	0.241
אבקה	0.5715	0.231	0.243
אבקת	0.52	0.375	0.42
אבקת שריפה	0.425	0.853	0.509
אבקתי	0.323	0.39	0.211
אברא	0.429	0.506	0.336
אברה	0.444	0.361	0.346
אברה קדברה	0.673	0.632	0.434
אברש	0.651	0.3695	0.4765
אג'נדה	0.531	0.296	0.553
אגב	0.479	0.5	0.5
אגבי	0.4775	0.269	0.3755
אגביות	0.396	0.392	0.349
אגד	0.45	0.765	0.509
אגדה	0.75	0.453	0.5695
אגדי	0.702333	0.543667	0.663667
אגו	0.328	0.576	0.593
אגואיסטי	0.156	0.667	0.363
אגוז	0.4795	0.28	0.2705
אגוז מוסקט	0.635	0.302	0.35
אגוזי	0.444	0.317	0.271
אגוזים	0.594	0.25	0.291
אגומניאק	0.133	0.708	0.596
אגורפוביה	0.127	0.712	0.438
אגזוז	0.546	0.71	0.337
אגט	0.54	0.377	0.483
אגל	0.625	0.208	0.194
אגם	0.607	0.2665	0.3915
אגם יבש	0.724	0.51	0.575
אגן	0.465	0.4245	0.389
אגנוסטי	0.306	0.396	0.574
אגני	0.32	0.632	0.373
אגס	0.677	0.158	0.241
אגף	0.186	0.57	0.5
אגר	0.625	0.356	0.598
אגרוף	0.38	0.77	0.563
אגרופוביה	0.127	0.712	0.438
אגרופן	0.406	0.449	0.518
אגרסיבי	0.089	0.946	0.679333
אגרסיביות	0.077	0.913	0.648
אגרסיה	0.094	0.929	0.533
אגרת חוב	0.542	0.5095	0.548
אדג'ובנט	0.51	0.5	0.456

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Hebrew VAD Lexicon

The Hebrew VAD Lexicon is an enhanced version of an automatically translated affective lexicon, originally derived from the English VAD lexicon created by Mohammad (2018) . It provides valence, arousal, and dominance (VAD) scores for Hebrew words. The lexicon was carefully curated by manually reviewing and correcting the automatic translations and enriching the dataset with additional linguistic information.

There are two versions of the dataset:

English-Hebrew Mapped VAD Lexicon: Contains English words with their VAD values and their corresponding Hebrew translations. Each entry includes multiple alternative Hebrew translations for an English word.
Hebrew Aggregated VAD Lexicon: Contains only Hebrew words with their VAD values. The VAD scores for each Hebrew word are computed as the mean of all occurrences across different English source words.

Details

Valence (or pleasure) measures the positivity or negativity of an emotion.
Arousal quantifies the intensity of an emotion, from calm to excited.
Dominance represents the degree of control conveyed by a word, from submissive to dominant.

The lexicon is derived from an English VAD resource, originally created by Mohammad (2018), which has been adapted to Hebrew by:

Correcting inaccuracies in the automatic translation.
Converting words from dotted (diacriticized) Hebrew to undotted (non-diacriticized) Hebrew.
Adding lemma forms and alternative translations or synonyms.
Assigning VAD scores consistently across enriched word forms.

Motivation and Use Cases

VAD annotations provide a nuanced representation of emotions in text and are widely used in sentiment analysis, emotion classification, and affective computing. While designed at the word level, the lexicon has been successfully applied to longer texts such as sentences and documents.

Dataset Structure

English-Hebrew Mapped Lexicon

Each entry contains:

English Word: The original English word.
Valence: A score representing emotional positivity (scale: 0–1).
Arousal: A score representing emotional intensity (scale: 0–1).
Dominance: A score representing perceived control (scale: 0–1).
Hebrew Word: The primary Hebrew translation.
Hebrew Undotted: The undotted form of the Hebrew word.
Hebrew Lemma: The lemma form of the Hebrew word.
Alternative 1-7: Alternative Hebrew translations.
NOT VALID: An indicator for invalid words or translations.

Hebrew Aggregated Lexicon

Each entry contains:

Hebrew Word: The Hebrew word in undotted form.
Valence: The mean valence score averaged over all corresponding English words.
Arousal: The mean arousal score averaged over all corresponding English words.
Dominance: The mean dominance score averaged over all corresponding English words.

Citation

TBD

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