Texts 6 3D 0 3d meshes 0 6D 0 Actions 0 Audio 0 Biology 0 Biomedical 0 Cad 0 Dialog 0 EEG 0 Environment 0 Financial 0 Graphs 0 Hyperspectral images 0 Images 0 Interactive 0 LiDAR 0 Lyrics 0 MRI 0 Medical 0 Midi 0 Music 0 PSG 0 Parallel 0 Physics 0 Point cloud 0 RGB Video 0 RGB-D 0 Ranking 0 Replay data 0 Speech 0 Stereo 0 Tables 0 Tabular 0 Time series 0 Tracking 0 Videos 0 fMRI 0

Language Modelling × Machine Translation 20 Question Answering 13 Named Entity Recognition (NER) 11 Speech Recognition 10 Automatic Post-Editing 7 Cross-Lingual Transfer 7 Token Classification 7 Data Augmentation 6 Information Retrieval 6 Text Classification 6 Text Simplification 6 Automatic Speech Recognition (ASR) 5 Cross-Lingual NER 5 Handwriting Recognition 5 Reading Comprehension 5 Relation Extraction 5 Text Summarization 5 Word Embeddings 5 Entity Linking 4 Handwriting generation 4 Language Identification 4 Abstractive Text Summarization 3 Classification 3 Cross-Lingual Question Answering 3 Misinformation 3 Multilingual Named Entity Recognition 3 Part-Of-Speech Tagging 3 Relation Classification 3 Sentiment Analysis 3 Slot Filling 3 Text-To-Speech Synthesis 3 Translation 3 Automatic Speech Recognition 2 Coreference Resolution 2 Cross-Lingual Natural Language Inference 2 Cross-Lingual POS Tagging 2 Cross-Lingual Paraphrase Identification 2 Discourse Parsing 2 Discourse Segmentation 2 Document Summarization 2 Domain Adaptation 2 FLUE 2 Multilingual text classification 2 Named Entity Recognition 2 Natural Language Inference 2 Natural Language Understanding 2 Open-Domain Question Answering 2 POS 2 Paraphrase Identification 2 Semantic Role Labeling 2 Semantic Similarity 2 Sentence Embeddings 2 Sequence-to-sequence Language Modeling 2 Sign Language Recognition 2 Speech Enhancement 2 Speech Synthesis 2 Speech-to-Speech Translation 2 Speech-to-Text Translation 2 Text Categorization 2 Unsupervised Machine Translation 2 Zero-Shot Cross-Lingual Transfer 2 2D Object Detection 1 3D Object Detection 1 Accented Speech Recognition 1 Arithmetic Reasoning 1 Audio Signal Processing 1 Audio Source Separation 1 Audio Synthesis 1 Automatic Lyrics Transcription 1 Automatic Phoneme Recognition 1 Bias Detection 1 Chinese Reading Comprehension 1 Chinese Sentence Pair Classification 1 Chunking 1 Citation Recommendation 1 Claim Extraction with Stance Classification (CESC) 1 Classification of toxic, engaging, fact-claiming comments 1 Code Generation 1 Connective Detection 1 Constituency Parsing 1 Cross-Lingual ASR 1 Cross-Lingual Abstractive Summarization 1 Cross-Lingual Bitext Mining 1 Cross-Lingual Document Classification 1 Cross-Lingual Entity Linking 1 Cross-Lingual Sentiment Classification 1 Cross-Modal Retrieval 1 Cross-lingual zero-shot dependency parsing 1 Dependency Parsing 1 Dialogue Evaluation 1 Dialogue Generation 1 Dialogue Understanding 1 Document Classification 1 Document Translation 1 Embeddings Evaluation 1 Emotion Classification 1 Emotion Recognition 1 Emotional Speech Synthesis 1 Entity Embeddings 1 Explainable Artificial Intelligence (XAI) 1 FG-1-PG-1 1 Fact Verification 1 Fake News Detection 1 Fault Detection 1 Few-Shot Audio Classification 1 Few-shot NER 1 Gloss-free Sign Language Translation 1 Hand Gesture Recognition 1 Handwritten Text Recognition 1 Hate Speech Detection 1 Image Captioning 1 Image Classification 1 Image Retrieval 1 Implicit Discourse Relation Classification 1 Intent Classification 1 Interpretable Machine Learning 1 Keyword Spotting 1 Knowledge Base Question Answering 1 Knowledge Graphs 1 LABELED_DEPENDENCIES 1 LEMMA 1 Language Acquisition 1 Lip Reading 1 Lip to Speech Synthesis 1 Lipreading 1 Low Resource Named Entity Recognition 1 MORPH 1 Machine Reading Comprehension 1 Math Word Problem Solving 1 Max-Shot Cross-Lingual Image-to-Text Retrieval 1 Max-Shot Cross-Lingual Text-to-Image Retrieval 1 Max-Shot Cross-Lingual Visual Natural Language Inference 1 Max-Shot Cross-Lingual Visual Question Answering 1 Max-Shot Cross-Lingual Visual Reasoning 1 Morphological Analysis 1 Multi-Label Text Classification 1 Multi-Task Learning 1 Multi-task Language Understanding 1 Multilingual Machine Comprehension in English Hindi 1 Multilingual NLP 1 Multimodal Lexical Translation 1 Multimodal Machine Translation 1 Multimodal Text Prediction 1 Multiple-choice 1 Multiview Clustering 1 NER 1 Natural Questions 1 Node Classification 1 Object Detection 1 Open Information Extraction 1 Outlier Detection 1 Paraphrase Generation 1 Passage Retrieval 1 Persona Dialogue in Story 1 Pretrained Multilingual Language Models 1 Propaganda detection 1 Question Generation 1 Reading Comprehension (Few-Shot) 1 Reading Comprehension (One-Shot) 1 Reading Comprehension (Zero-Shot) 1 Relation Linking 1 SENTS 1 Semantic Segmentation 1 Sentence Classification 1 Sentence Embedding 1 Sign Language Translation 1 Speaker Attribution in German Parliamentary Debates (GermEval 2023, subtask 1) 1 Speaker Attribution in German Parliamentary Debates (GermEval 2023, subtask 2) 1 Speech Denoising 1 Speech Emotion Recognition 1 Speech Separation 1 Spoken Language Understanding 1 Spoken language identification 1 TAG 1 Talking Face Generation 1 Temporal Tagging 1 Text Complexity Assessment (GermEval 2022) 1 Text Generation 1 Text Segmentation 1 Text-To-SQL 1 Time Series Analysis 1 Time Series Regression 1 Translation deu-eng 1 Translation eng-deu 1 UNLABELED_DEPENDENCIES 1 Unconstrained Lip-synchronization 1 Unfairness Detection 1 Urdu Speech Recognition 1 Variable Detection 1 Variable Disambiguation 1 Vietnamese Machine Reading Comprehension 1 Visual Reasoning 1 Visual Speech Recognition 1 Weakly-Supervised Named Entity Recognition 1 Word Alignment 1 XLM-R 1 Zero-Shot Cross-Lingual Image-to-Text Retrieval 1 Zero-Shot Cross-Lingual Text-to-Image Retrieval 1 Zero-Shot Cross-Lingual Visual Natural Language Inference 1 Zero-Shot Cross-Lingual Visual Question Answering 1 Zero-Shot Cross-Lingual Visual Reasoning 1 Zero-shot Cross-lingual Fact-checking 1 audio-visual learning 1 speech-recognition 1 text annotation 1

German × English 66 Chinese 15 Malayalam 6 Russian 6 Multilingual 5 Spanish 5 Turkish 5 Vietnamese 5 Czech 4 French 4 Gujarati 4 Hindi 4 Indonesian 4 Japanese 4 Kannada 4 Marathi 4 Punjabi 4 Tamil 4 Telugu 4 Arabic 3 Bengali 3 Catalan 3 Dutch 3 Estonian 3 Finnish 3 Korean 3 Persian 3 Romanian 3 Sindhi 3 Sinhala 3 Thai 3 Urdu 3 Afrikaans 2 Albanian 2 Amharic 2 Armenian 2 Assamese 2 Azerbaijani 2 Basque 2 Belarusian 2 Bosnian 2 Breton 2 Bulgarian 2 Burmese 2 Croatian 2 Danish 2 Esperanto 2 Filipino 2 Galician 2 Georgian 2 Greek 2 Guarani 2 Haitian 2 Hebrew 2 Hungarian 2 Icelandic 2 Irish 2 Italian 2 Javanese 2 Kazakh 2 Kurdish 2 Lao 2 Latin 2 Latvian 2 Lithuanian 2 Macedonian 2 Malagasy 2 Mongolian 2 Norwegian 2 Oriya (macrolanguage) 2 Polish 2 Portuguese 2 Quechua 2 Romansh 2 Sanskrit 2 Scottish Gaelic 2 Serbian 2 Slovak 2 Slovenian 2 Somali 2 Sundanese 2 Swahili 2 Swedish 2 Tagalog 2 Tatar 2 Ukrainian 2 Uzbek 2 Welsh 2 Yiddish 2 Yoruba 2 Aragonese 1 Asturian 1 Avaric 1 Bashkir 1 Bavarian 1 Bishnupriya 1 Cebuano 1 Central Bikol 1 Central Khmer 1 Central Kurdish 1 Chavacano 1 Chechen 1 Cherokee 1 Chuvash 1 Cornish 1 Dhivehi 1 Dimli (individual language) 1 Eastern Mari 1 Egyptian Arabic 1 Erzya 1 Fulah 1 Ganda 1 Goan Konkani 1 Hausa 1 Ido 1 Igbo 1 Iloko 1 Interlingue 1 Kabyle 1 Kalmyk 1 Karachay-Balkar 1 Kirghiz 1 Komi 1 Lezghian 1 Limburgan 1 Lingala 1 Lojban 1 Lombard 1 Low German 1 Lower Sorbian 1 Luxembourgish 1 Maithili 1 Malay (individual language) 1 Maltese 1 Mandarin Chinese 1 Mazanderani 1 Minangkabau 1 Mingrelian 1 Mirandese 1 Modern Greek 1 Neapolitan 1 Newari 1 Northern Frisian 1 Northern Luri 1 Norwegian Nynorsk 1 Occitan (post 1500) 1 Oromo 1 Ossetian 1 Pampanga 1 Piemontese 1 Pushto 1 Russia Buriat 1 Sardinian 1 Serbo-Croatian 1 Sicilian 1 South Azerbaijani 1 Swati 1 Tajik 1 Tibetan 1 Tswana 1 Turkmen 1 Tuvinian 1 Uighur 1 Upper Sorbian 1 Venetian 1 Volapük 1 Walloon 1 Waray (Philippines) 1 Western Frisian 1 Western Mari 1 Western Panjabi 1 Wolof 1 Wu Chinese 1 Xhosa 1 Yakut 1 Yue Chinese 1 Abkhazian 0 Achinese 0 Adyghe 0 Afar 0 Akan 0 Akkadian 0 Akuntsu 0 American Sign Language 0 Ancient Greek 0 Ancient Hebrew 0 Apurinã 0 Argentine Sign Language 0 Arpitan 0 Assyrian Neo-Aramaic 0 Aymara 0 Bambara 0 Bangala 0 Bangladeshi Sign Language 0 Banjar 0 Bemba (Zambia) 0 Bhojpuri 0 Bislama 0 Bodo (India) 0 Buginese 0 Central Pashto 0 Chamorro 0 Cheyenne 0 Choctaw 0 Chukot 0 Church Slavic 0 Congo Swahili 0 Coptic 0 Corsican 0 Cree 0 Creek 0 Crimean Tatar 0 Dogri (individual language) 0 Dogri (macrolanguage) 0 Dzongkha 0 Ewe 0 Extremaduran 0 Faroese 0 Fiji Hindi 0 Fijian 0 Fon 0 Friulian 0 Gagauz 0 Gan Chinese 0 Geez 0 German Sign Language 0 Gilaki 0 Gothic 0 Greek Sign Language 0 Gulf Arabic 0 Hakha Chin 0 Hakka Chinese 0 Halh Mongolian 0 Hawaiian 0 Herero 0 Hiri Motu 0 Interlingua (International Auxiliary Language Association) 0 Inuktitut 0 Inupiaq 0 Iranian Persian 0 Jamaican Creole English 0 Jejueo 0 Kabardian 0 Kabuverdianu 0 Kachin 0 Kalaallisut 0 Kanuri 0 Kara-Kalpak 0 Karelian 0 Kashmiri 0 Kashubian 0 Khunsari 0 Kikuyu 0 Kinyarwanda 0 Komi-Permyak 0 Komi-Zyrian 0 Kongo 0 Krio 0 Kuanyama 0 Kölsch 0 Ladino 0 Lak 0 Latgalian 0 Ligurian 0 Literary Chinese 0 Livvi 0 Lozi 0 Lunda 0 Luo (Cameroon) 0 Luo (Kenya and Tanzania) 0 Lushai 0 Malay (macrolanguage) 0 Manipuri 0 Manx 0 Maori 0 Marshallese 0 Mbyá Guaraní 0 Mesopotamian Arabic 0 Min Dong Chinese 0 Modern Greek (1453-) 0 Moksha 0 Moroccan Arabic 0 Mundurukú 0 Najdi Arabic 0 Narom 0 Nauru 0 Navajo 0 Naxi 0 Nayini 0 Ndonga 0 Nepali (individual language) 0 Nepali (macrolanguage) 0 Nigerian Fulfulde 0 Nigerian Pidgin 0 North Azerbaijani 0 North Levantine Arabic 0 Northern Huishui Hmong 0 Northern Kurdish 0 Northern Sami 0 Northern Uzbek 0 Norwegian Bokmål 0 Novial 0 Nyanja 0 Odia 0 Official Aramaic (700-300 BCE) 0 Old English (ca. 450-1100) 0 Old French 0 Old Russian 0 Old Turkish 0 Pali 0 Pangasinan 0 Papiamento 0 Pedi 0 Pennsylvania German 0 Pfaelzisch 0 Picard 0 Pitcairn-Norfolk 0 Plateau Malagasy 0 Pontic 0 Portuguse 0 Rajasthani 0 Rundi 0 Rusyn 0 Saidi Arabic 0 Samoan 0 Sango 0 Santali 0 Saterfriesisch 0 Scots 0 Shan 0 Shona 0 Sichuan Yi 0 Silesian 0 Skolt Sami 0 Soi 0 South Levantine Arabic 0 Southern Pashto 0 Southern Sotho 0 Sranan Tongo 0 Standard Arabic 0 Standard Latvian 0 Swahili (macrolanguage) 0 Swedish Sign Language 0 Swiss German 0 Swiss-German Sign Language 0 Tahitian 0 Tai 0 Tetum 0 Tigrinya 0 Tok Pisin 0 Tonga (Tonga Islands) 0 Tonga (Zambia) 0 Tosk Albanian 0 Tsonga 0 Tulu 0 Tumbuka 0 Tunisian Arabic 0 Tupinambá 0 Turkish Sign Language 0 Twi 0 Udmurt 0 Venda 0 Veps 0 Vlaams 0 Vlax Romani 0 Votic 0 Warlpiri 0 West Central Oromo 0 Zaza 0 Zeeuws 0 Zhuang 0 Zulu 0