--- language: - af - am - ar - de - en - es - ha - hi - id - ig - jv - mr - om - pcm - pt - ro - ru - rw - so - su - sv - sw - ti - tt - uk - vmw - xh - yo - zh - zu license: cc-by-4.0 dataset_info: - config_name: afr features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 20642.721890067503 num_examples: 98 - name: test num_bytes: 231786.03756078833 num_examples: 1065 download_size: 91103 dataset_size: 252428.75945085584 - config_name: amh features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 124698.89141755062 num_examples: 592 - name: test num_bytes: 386092.4231294258 num_examples: 1774 download_size: 364818 dataset_size: 510791.3145469764 - config_name: arq features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 21064.001928640308 num_examples: 100 - name: test num_bytes: 196310.80364303387 num_examples: 902 download_size: 92914 dataset_size: 217374.80557167417 - config_name: ary features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 56240.88514946962 num_examples: 267 - name: test num_bytes: 176723.2511731081 num_examples: 812 download_size: 107226 dataset_size: 232964.13632257772 - config_name: chn features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 42128.003857280615 num_examples: 200 - name: test num_bytes: 575003.4847282656 num_examples: 2642 download_size: 407568 dataset_size: 617131.4885855461 - config_name: deu features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 42128.003857280615 num_examples: 200 - name: test num_bytes: 566733.1847965191 num_examples: 2604 download_size: 464416 dataset_size: 608861.1886537997 - config_name: eng features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 24434.24223722276 num_examples: 116 - name: test num_bytes: 602208.4187142735 num_examples: 2767 download_size: 199010 dataset_size: 626642.6609514962 - config_name: esp features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 38757.76354869817 num_examples: 184 - name: test num_bytes: 368898.90485026874 num_examples: 1695 download_size: 100425 dataset_size: 407656.6683989669 - config_name: hau features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 74987.8468659595 num_examples: 356 - name: test num_bytes: 235050.62963910928 num_examples: 1080 download_size: 105063 dataset_size: 310038.4765050688 - config_name: hin features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 21064.001928640308 num_examples: 100 - name: test num_bytes: 219815.8666069448 num_examples: 1010 download_size: 120760 dataset_size: 240879.8685355851 - config_name: ibo features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 100896.56923818708 num_examples: 479 - name: test num_bytes: 314271.3974063646 num_examples: 1444 download_size: 107006 dataset_size: 415167.9666445517 - config_name: ind features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 32859.84300867888 num_examples: 156 - name: test num_bytes: 185211.1905767426 num_examples: 851 download_size: 77237 dataset_size: 218071.03358542148 - config_name: jav features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 31806.642912246865 num_examples: 151 - name: test num_bytes: 182164.2379703097 num_examples: 837 download_size: 83583 dataset_size: 213970.88088255658 - config_name: kin features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 85730.48784956605 num_examples: 407 - name: test num_bytes: 267914.189894207 num_examples: 1231 download_size: 175603 dataset_size: 353644.67774377303 - config_name: mar features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 21064.001928640308 num_examples: 100 - name: test num_bytes: 217639.47188806414 num_examples: 1000 download_size: 118172 dataset_size: 238703.47381670444 - config_name: orm features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 120907.37107039537 num_examples: 574 - name: test num_bytes: 374557.53111935843 num_examples: 1721 download_size: 271119 dataset_size: 495464.90218975383 - config_name: pcm features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 130596.81195756991 num_examples: 620 - name: test num_bytes: 406985.81243068 num_examples: 1870 download_size: 231752 dataset_size: 537582.6243882498 - config_name: ptbr features: - name: id dtype: string - name: text dtype: string - name: anger dtype: int64 - name: disgust dtype: int64 - name: fear dtype: int64 - name: joy dtype: int64 - name: sadness dtype: int64 - name: surprise dtype: int64 - name: emotions sequence: string splits: - name: dev num_bytes: 42128.003857280615 num_examples: 200 - name: test num_bytes: 484465.4644228308 num_examples: 2226 download_size: 232099 dataset_size: 526593.4682801114 configs: - config_name: afr data_files: - split: dev path: afr/dev-* - split: test path: afr/test-* - config_name: amh data_files: - split: dev path: amh/dev-* - split: test path: amh/test-* - config_name: arq data_files: - split: dev path: arq/dev-* - split: test path: arq/test-* - config_name: ary data_files: - split: dev path: ary/dev-* - split: test path: ary/test-* - config_name: chn data_files: - split: dev path: chn/dev-* - split: test path: chn/test-* - config_name: deu data_files: - split: dev path: deu/dev-* - split: test path: deu/test-* - config_name: eng data_files: - split: dev path: eng/dev-* - split: test path: eng/test-* - config_name: esp data_files: - split: dev path: esp/dev-* - split: test path: esp/test-* - config_name: hau data_files: - split: dev path: hau/dev-* - split: test path: hau/test-* - config_name: hin data_files: - split: dev path: hin/dev-* - split: test path: hin/test-* - config_name: ibo data_files: - split: dev path: ibo/dev-* - split: test path: ibo/test-* - config_name: ind data_files: - split: dev path: ind/dev-* - split: test path: ind/test-* - config_name: jav data_files: - split: dev path: jav/dev-* - split: test path: jav/test-* - config_name: kin data_files: - split: dev path: kin/dev-* - split: test path: kin/test-* - config_name: mar data_files: - split: dev path: mar/dev-* - split: test path: mar/test-* - config_name: orm data_files: - split: dev path: orm/dev-* - split: test path: orm/test-* - config_name: pcm data_files: - split: dev path: pcm/dev-* - split: test path: pcm/test-* - config_name: ptbr data_files: - split: dev path: ptbr/dev-* - split: test path: ptbr/test-* --- # SemEval 2025 Task 11 - Track C Dataset This dataset contains the data for SemEval 2025 Task 11: Bridging the Gap in Text-Based Emotion Detection - Track C, organized as language-specific configurations. ## Dataset Description The dataset is a multi-language, multi-label emotion classification dataset with separate configurations for each language. - **Total languages**: 30 standard ISO codes - **Total examples**: 57254 - **Splits**: dev, test (Track C has no train split) ## Track Information Track C has more languages than Track B, but does not include a training set. It only provides dev and test splits for each language. ## Language Configurations Each language is available as a separate configuration with the following statistics: | ISO Code | Original Code(s) | Dev Examples | Test Examples | Total | |----------|------------------|-------------|--------------|-------| | af | afr | 98 | 1065 | 1163 | | am | amh | 592 | 1774 | 2366 | | ar | ary, arq | 367 | 1714 | 2081 | | de | deu | 200 | 2604 | 2804 | | en | eng | 116 | 2767 | 2883 | | es | esp | 184 | 1695 | 1879 | | ha | hau | 356 | 1080 | 1436 | | hi | hin | 100 | 1010 | 1110 | | id | ind | 156 | 851 | 1007 | | ig | ibo | 479 | 1444 | 1923 | | jv | jav | 151 | 837 | 988 | | mr | mar | 100 | 1000 | 1100 | | om | orm | 574 | 1721 | 2295 | | pcm | pcm | 620 | 1870 | 2490 | | pt | ptbr, ptmz | 457 | 3002 | 3459 | | ro | ron | 123 | 1119 | 1242 | | ru | rus | 199 | 1000 | 1199 | | rw | kin | 407 | 1231 | 1638 | | so | som | 566 | 1696 | 2262 | | su | sun | 199 | 926 | 1125 | | sv | swe | 200 | 1188 | 1388 | | sw | swa | 551 | 1656 | 2207 | | ti | tir | 614 | 1840 | 2454 | | tt | tat | 200 | 1000 | 1200 | | uk | ukr | 249 | 2234 | 2483 | | vmw | vmw | 258 | 777 | 1035 | | xh | xho | 682 | 1594 | 2276 | | yo | yor | 497 | 1500 | 1997 | | zh | chn | 200 | 2642 | 2842 | | zu | zul | 875 | 2047 | 2922 | ## Features - **id**: Unique identifier for each example - **text**: Text content to classify - **anger**, **disgust**, **fear**, **joy**, **sadness**, **surprise**: Presence of emotion - **emotions**: List of emotions present in the text ## Usage ```python from datasets import load_dataset # Load all data for a specific language eng_dataset = load_dataset("YOUR_USERNAME/semeval-2025-task11-track-c", "eng") # Or load a specific split for a language eng_dev = load_dataset("YOUR_USERNAME/semeval-2025-task11-track-c", "eng", split="dev") ``` ## Citation If you use this dataset, please cite the following papers: ``` @misc{{muhammad2025brighterbridginggaphumanannotated, title={{BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages}}, author={{Shamsuddeen Hassan Muhammad and Nedjma Ousidhoum and Idris Abdulmumin and Jan Philip Wahle and Terry Ruas and Meriem Beloucif and Christine de Kock and Nirmal Surange and Daniela Teodorescu and Ibrahim Said Ahmad and David Ifeoluwa Adelani and Alham Fikri Aji and Felermino D. M. A. Ali and Ilseyar Alimova and Vladimir Araujo and Nikolay Babakov and Naomi Baes and Ana-Maria Bucur and Andiswa Bukula and Guanqun Cao and Rodrigo Tufiño and Rendi Chevi and Chiamaka Ijeoma Chukwuneke and Alexandra Ciobotaru and Daryna Dementieva and Murja Sani Gadanya and Robert Geislinger and Bela Gipp and Oumaima Hourrane and Oana Ignat and Falalu Ibrahim Lawan and Rooweither Mabuya and Rahmad Mahendra and Vukosi Marivate and Andrew Piper and Alexander Panchenko and Charles Henrique Porto Ferreira and Vitaly Protasov and Samuel Rutunda and Manish Shrivastava and Aura Cristina Udrea and Lilian Diana Awuor Wanzare and Sophie Wu and Florian Valentin Wunderlich and Hanif Muhammad Zhafran and Tianhui Zhang and Yi Zhou and Saif M. Mohammad}}, year={{2025}}, eprint={{2502.11926}}, archivePrefix={{arXiv}}, primaryClass={{cs.CL}}, url={{https://arxiv.org/abs/2502.11926}}, }} ``` ``` @misc{{muhammad2025semeval2025task11bridging, title={{SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection}}, author={{Shamsuddeen Hassan Muhammad and Nedjma Ousidhoum and Idris Abdulmumin and Seid Muhie Yimam and Jan Philip Wahle and Terry Ruas and Meriem Beloucif and Christine De Kock and Tadesse Destaw Belay and Ibrahim Said Ahmad and Nirmal Surange and Daniela Teodorescu and David Ifeoluwa Adelani and Alham Fikri Aji and Felermino Ali and Vladimir Araujo and Abinew Ali Ayele and Oana Ignat and Alexander Panchenko and Yi Zhou and Saif M. Mohammad}}, year={{2025}}, eprint={{2503.07269}}, archivePrefix={{arXiv}}, primaryClass={{cs.CL}}, url={{https://arxiv.org/abs/2503.07269}}, }} ``` ## License This dataset is licensed under CC-BY 4.0.