Texts × Graphs 2 Audio 1 Biomedical 1 Images 1 Tabular 1 Videos 1 3D 0 3d meshes 0 6D 0 Actions 0 Biology 0 Cad 0 Dialog 0 EEG 0 Environment 0 Financial 0 Hyperspectral 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 Time series 0 Tracking 0 fMRI 0

Text Summarization × Question Answering 145 Text Classification 62 Text Generation 62 Language Modelling 54 Visual Question Answering (VQA) 47 Reading Comprehension 41 Machine Translation 40 Named Entity Recognition (NER) 39 Information Retrieval 36 Natural Language Inference 35 Sentiment Analysis 33 Common Sense Reasoning 27 Natural Language Understanding 27 Relation Extraction 27 Abstractive Text Summarization 21 Coreference Resolution 20 Entity Linking 20 Hate Speech Detection 18 Misinformation 18 Classification 17 Image Captioning 16 Machine Reading Comprehension 16 Open-Domain Question Answering 16 Document Summarization 15 Video Question Answering 15 Word Embeddings 15 Paraphrase Identification 14 Code Generation 13 Data-to-Text Generation 13 Fake News Detection 13 Relation Classification 13 Data Augmentation 12 Domain Adaptation 12 Image Retrieval 12 Stance Detection 12 Visual Reasoning 12 Dialogue Generation 11 Paraphrase Generation 11 Part-Of-Speech Tagging 11 Semantic Parsing 11 Speech Recognition 11 Token Classification 11 Link Prediction 10 Retrieval 10 Sequence-to-sequence Language Modeling 10 Zero-Shot Learning 10 Automatic Post-Editing 9 Emotion Recognition in Conversation 9 Joint Entity and Relation Extraction 9 Knowledge Graphs 9 Multi-Task Learning 9 Sarcasm Detection 9 Video Captioning 9 Cross-Lingual Transfer 8 Dialogue State Tracking 8 Document Classification 8 Emotion Recognition 8 Few-Shot Learning 8 Math Word Problem Solving 8 Mathematical Reasoning 8 Semantic Textual Similarity 8 Task-Oriented Dialogue Systems 8 Translation 8 Video Retrieval 8 Zero-shot Text Search 8 Aspect-Based Sentiment Analysis (ABSA) 7 Emotion Classification 7 Entity Typing 7 Fact Verification 7 Image Classification 7 NER 7 Named Entity Recognition 7 Passage Retrieval 7 Recommendation Systems 7 Sentence Embeddings 7 Visual Question Answering 7 Word Sense Disambiguation 7 Ad-hoc video search 6 Dialogue Understanding 6 Event Extraction 6 Explanation Generation 6 Intent Detection 6 Medical Visual Question Answering 6 Multi-Document Summarization 6 Multiple-choice 6 Optical Character Recognition (OCR) 6 Referring Expression Segmentation 6 Sentence Classification 6 Slot Filling 6 Text Simplification 6 Text-to-Image Generation 6 Topic Models 6 Visual Dialog 6 AMR Parsing 5 AMR-to-Text Generation 5 Abusive Language 5 Chinese Reading Comprehension 5 Conversational Question Answering 5 Conversational Response Selection 5 Cross-Modal Retrieval 5 Dependency Parsing 5 Extractive Text Summarization 5 Fact Checking 5 Goal-Oriented Dialog 5 Image-to-Text Retrieval 5 Knowledge Base Question Answering 5 Mathematical Question Answering 5 Nested Named Entity Recognition 5 Response Generation 5 Scene Text Recognition 5 Semantic Role Labeling 5 Spoken Language Understanding 5 Table-to-Text Generation 5 Twitter Sentiment Analysis 5 Vision-Language Navigation 5 Zero-Shot Video Question Answer 5 Abstractive Dialogue Summarization 4 Answer Selection 4 Automated Theorem Proving 4 Citation Recommendation 4 Code Search 4 Composed Image Retrieval (CoIR) 4 Cross-Lingual NER 4 Dialogue Act Classification 4 Dialogue Evaluation 4 Discourse Parsing 4 Discourse Segmentation 4 Entity Retrieval 4 Few-Shot Relation Classification 4 KG-to-Text Generation 4 Low Resource Named Entity Recognition 4 Meeting Summarization 4 Moment Retrieval 4 Multimodal Sentiment Analysis 4 Natural Questions 4 Nested Mention Recognition 4 News Classification 4 Node Classification 4 Object Detection 4 Open Intent Discovery 4 Open-Domain Dialog 4 Paper generation 4 Question Generation 4 Scene Text Detection 4 Speech Synthesis 4 Story Generation 4 Toxic Comment Classification 4 Vision and Language Navigation 4 Visual Commonsense Reasoning 4 Weakly-Supervised Named Entity Recognition 4 Zero-Shot Video Retrieval 4 2D Object Detection 3 Anomaly Detection 3 Argument Mining 3 Aspect Term Extraction and Sentiment Classification 3 Aspect-Category-Opinion-Sentiment Quadruple Extraction 3 Audio to Text Retrieval 3 Automatic Speech Recognition (ASR) 3 Bias Detection 3 Biomedical Information Retrieval 3 Chart Question Answering 3 Chinese Named Entity Recognition 3 Citation Intent Classification 3 Code Completion 3 Community Question Answering 3 Counterfactual Reasoning 3 Cross Document Coreference Resolution 3 Cross-Lingual Question Answering 3 Decision Making 3 Definition Extraction 3 Entity Disambiguation 3 Entity Resolution 3 Event Coreference Resolution 3 Explainable artificial intelligence 3 Extreme Summarization 3 Fairness 3 Few-Shot Image Classification 3 Few-Shot NLI 3 Few-shot NER 3 Formal Logic 3 Gender Bias Detection 3 Generative Question Answering 3 Gesture Generation 3 Graph Classification 3 Image Generation 3 Intent Classification 3 Language Acquisition 3 Language Identification 3 Learning-To-Rank 3 Logical Reasoning 3 Long-range modeling 3 Medical Concept Normalization 3 Multi-Domain Recommender Systems 3 Multi-Label Classification 3 Multi-Label Text Classification 3 Multi-class Classification 3 Multi-task Language Understanding 3 Multilingual NLP 3 Multimodal Deep Learning 3 Multimodal Intent Recognition 3 Multiple Choice Question Answering (MCQA) 3 Natural Language Visual Grounding 3 Negation Detection 3 Open Information Extraction 3 Open Intent Detection 3 Opinion Mining 3 Reading Comprehension (Few-Shot) 3 Reading Comprehension (One-Shot) 3 Reading Comprehension (Zero-Shot) 3 Recognizing Emotion Cause in Conversations 3 Referring Expression 3 Referring Expression Comprehension 3 Review Generation 3 Scientific Document Summarization 3 Semantic Similarity 3 Stochastic Optimization 3 Term Extraction 3 Text to Audio Retrieval 3 Text-To-SQL 3 Text-To-Speech Synthesis 3 Topic Classification 3 Unsupervised Extractive Summarization 3 Unsupervised Text Classification 3 Video-Text Retrieval 3 Word Alignment 3 Zero-Shot Composed Image Retrieval (ZS-CIR) 3 2D Semantic Segmentation 2 3D Anomaly Detection 2 AbbreviationDetection 2 Action Recognition 2 Active Learning 2 Adversarial Robustness 2 Aggression Identification 2 Answer Generation 2 Argument Retrieval 2 Arithmetic Reasoning 2 Aspect Category Detection 2 Aspect Category Polarity 2 Aspect Extraction 2 Astronomy 2 Bayesian Inference 2 Binary Relation Extraction 2 Binary text classification 2 Causal Inference 2 Causal Language Modeling 2 Chatbot 2 Chunking 2 Citation Prediction 2 Claim Verification 2 Click-Through Rate Prediction 2 Code Classification 2 Code Comment Generation 2 Code Documentation Generation 2 Code Summarization 2 Code Translation 2 Commonsense Knowledge Base Construction 2 Conditional Text Generation 2 ContextNER 2 Continual Pretraining 2 Conversational Search 2 Cross-Lingual Abstractive Summarization 2 Cross-Lingual POS Tagging 2 Cross-Lingual Paraphrase Identification 2 Dark Humor Detection 2 Dense Video Captioning 2 Dialog Relation Extraction 2 Document Ranking 2 Dynamic Link Prediction 2 Embeddings Evaluation 2 End-To-End Dialogue Modelling 2 Entity Alignment 2 Event Argument Extraction 2 Extractive Document Summarization 2 FG-1-PG-1 2 Fact-based Text Editing 2 Factual Visual Question Answering 2 Goal-Oriented Dialogue Systems 2 Grammatical Error Correction 2 Graph Embedding 2 Graph Generation 2 Handwriting Recognition 2 Humor Detection 2 Image-based Recommendation Explainability 2 Implicit Discourse Relation Classification 2 Instance Segmentation 2 Intent Discovery 2 Interpretable Machine Learning 2 Lemmatization 2 Lexical Entailment 2 Low-Resource Neural Machine Translation 2 MRPC 2 Medical Code Prediction 2 Medical Diagnosis 2 Memorization 2 Model Compression 2 Mortality Prediction 2 Motion Synthesis 2 Multi-domain Dialogue State Tracking 2 Multi-hop Question Answering 2 Multi-modal Dialogue Generation 2 Multilingual Named Entity Recognition 2 Multilingual text classification 2 Multimodal Abstractive Text Summarization 2 Multimodal Machine Translation 2 Multimodal Text Prediction 2 Multiview Contextual Commonsense Inference 2 Network Embedding 2 New Product Sales Forecasting 2 News Annotation 2 News Recommendation 2 Node Clustering 2 Object Recognition 2 Out of Distribution (OOD) Detection 2 Out-of-Distribution Detection 2 Paper generation (Conclusion-to-title) 2 Paper generation (Title-to-abstract) 2 Paper generation (abstract-to-conclusion) 2 Paraphrase Identification within Bi-Encoder 2 Person Re-Identification 2 Person Retrieval 2 Person Search 2 Phrase Grounding 2 Product Recommendation 2 Program Synthesis 2 Prosody Prediction 2 QNLI 2 Quantization 2 Query-Based Extractive Summarization 2 RTE 2 Relational Reasoning 2 Rumour Detection 2 SQL Parsing 2 Science Question Answering 2 Scientific Concept Extraction 2 Scientific Results Extraction 2 Semantic Segmentation 2 Semantic Textual Similarity within Bi-Encoder 2 Semi-Supervised Text Classification 2 Sentence Embedding 2 Sentence-Embedding 2 Sentiment Classification 2 Sequential Recommendation 2 Sign Language Translation 2 Speaker Diarization 2 Speaker Identification 2 Speech Emotion Recognition 2 Speech-to-Speech Translation 2 Spoken Dialogue Systems 2 Stance Classification 2 Story Completion 2 Table Detection 2 Temporal Action Localization 2 Temporal Information Extraction 2 Temporal Relation Classification 2 Temporal/Casual QA 2 Text Categorization 2 Text Retrieval 2 Text Style Transfer 2 Text based Person Retrieval 2 Text to Video Retrieval 2 Text-to-Code Generation 2 Text-to-Music Generation 2 Time Series Forecasting 2 Timex normalization 2 Translation deu-eng 2 Translation eng-deu 2 Transliteration 2 Unsupervised Domain Adaptation 2 Unsupervised Machine Translation 2 Unsupervised Opinion Summarization 2 ValNov 2 Video Understanding 2 Visual Entailment 2 Visual Navigation 2 Visual Relationship Detection 2 Visual Storytelling 2 Weakly Supervised Classification 2 Word Translation 2 Zero-Shot Cross-Lingual Transfer 2 Zero-Shot Image Classification 2 Zero-Shot Text Classification 2 Zero-shot Named Entity Recognition (NER) 2 Zero-shot Relation Classification 2 Zero-shot Relation Triplet Extraction 2 dialog state tracking 2 text similarity 2 text-based games 2 text2text-generation 2 3D Face Animation 1 3D Object Classification 1 3D Object Detection 1 3D Object Recognition 1 3D Shape Reconstruction 1 3D dense captioning 1 Abstract Algebra 1 Abuse Detection 1 Accented Speech Recognition 1 Action Anticipation 1 Action Classification 1 Action Detection 1 Action Segmentation 1 Actionable Phrase Detection 1 Adversarial Attack 1 Aesthetic Image Captioning 1 Aesthetics Quality Assessment 1 Age And Gender Classification 1 Analogical Similarity 1 Analytic Entailment 1 Anatomy 1 Annotated Code Search 1 Argument Pair Extraction (APE) 1 Aspect Sentiment Triplet Extraction 1 Aspect-oriented Opinion Extraction 1 Attribute Value Extraction 1 Audio Classification 1 Audio Super-Resolution 1 Audio captioning 1 Audio-Visual Speech Recognition 1 Authorship Verification 1 Auto Debugging 1 AutoML 1 Automated Essay Scoring 1 Automatic Lyrics Transcription 1 Automatic Speech Recognition 1 Autonomous Driving 1 Bandwidth Extension 1 Binary Classification 1 Blackout Poetry Generation 1 Board Games 1 Bridging Anaphora Resolution 1 Business Ethics 1 COVID-19 Diagnosis 1 COVID-19 Tracking 1 Card Games 1 Causal Discovery 1 Causal Emotion Entailment 1 Causal Identification 1 Chat-based Image Retrieval 1 Chemical Indexing 1 Claim Extraction with Stance Classification (CESC) 1 Claim-Evidence Pair Extraction (CEPE) 1 Clinical Knowledge 1 Clinical Note Phenotyping 1 Clustering 1 Clustering Algorithms Evaluation 1 CoLA 1 Code Repair 1 CodeSearchNet - Java 1 College Biology 1 College Chemistry 1 College Computer Science 1 College Mathematics 1 College Medicine 1 College Physics 1 Common Sense Reasoning (Zero-Shot) 1 Commonsense Causal Reasoning 1 Component Classification 1 Composed Video Retrieval (CoVR) 1 Compositional Zero-Shot Learning 1 Computational Phenotyping 1 Computed Tomography (CT) 1 Computer Security 1 Conceptual Physics 1 Connective Detection 1 Constituency Parsing 1 Context Query Reformulation 1 Context-specific Spam Detection 1 Contextual Embedding for Source Code 1 Continual Learning 1 Conversational Sentiment Quadruple Extraction 1 Counterfactual Explanation 1 Crash Blossom 1 Crass AI 1 Cross-Document Language Modeling 1 Cross-Domain Named Entity Recognition 1 Cross-Lingual Bitext Mining 1 Cross-Lingual Document Classification 1 Cross-Lingual Entity Linking 1 Cross-Lingual Natural Language Inference 1 Cross-Lingual Sentiment Classification 1 Cross-Modal Person Re-Identification 1 Cross-lingual zero-shot dependency parsing 1 Curved Text Detection 1 Data Integration 1 Data Summarization 1 De-identification 1 Deblurring 1 Deception Detection 1 Defect Detection 1 Definition Modelling 1 Depression Detection 1 Dialog Act Classification 1 Dialogue Management 1 Dialogue Rewriting 1 Dialogue Safety Prediction 1 Directional Hearing 1 Source Code Summarization 1 coreference-resolution 1

English × Chinese 9 French 6 Spanish 6 German 5 Portuguese 5 Russian 5 Indonesian 4 Korean 4 Persian 4 Turkish 4 Arabic 3 Czech 3 Dutch 3 Italian 3 Japanese 3 Thai 3 Vietnamese 3 Bengali 2 Bulgarian 2 Danish 2 Finnish 2 Greek 2 Hindi 2 Hungarian 2 Polish 2 Romanian 2 Slovak 2 Swedish 2 Ukrainian 2 Amharic 1 Azerbaijani 1 Basque 1 Burmese 1 Catalan 1 Central Pashto 1 Croatian 1 Esperanto 1 Estonian 1 Galician 1 Gujarati 1 Hausa 1 Hebrew 1 Igbo 1 Irish 1 Kirghiz 1 Latvian 1 Lithuanian 1 Maltese 1 Marathi 1 Nepali (macrolanguage) 1 Norwegian 1 Norwegian Bokmål 1 Oromo 1 Punjabi 1 Scottish Gaelic 1 Serbian 1 Sinhala 1 Slovenian 1 Somali 1 Swahili 1 Tamil 1 Telugu 1 Tigrinya 1 Urdu 1 Uzbek 1 Welsh 1 Yoruba 1 Abkhazian 0 Achinese 0 Adyghe 0 Afar 0 Afrikaans 0 Akan 0 Akkadian 0 Akuntsu 0 Albanian 0 American Sign Language 0 Ancient Greek 0 Ancient Hebrew 0 Apurinã 0 Aragonese 0 Argentine Sign Language 0 Armenian 0 Arpitan 0 Assamese 0 Assyrian Neo-Aramaic 0 Asturian 0 Avaric 0 Aymara 0 Bambara 0 Bangala 0 Bangladeshi Sign Language 0 Banjar 0 Bashkir 0 Bavarian 0 Belarusian 0 Bemba (Zambia) 0 Bhojpuri 0 Bishnupriya 0 Bislama 0 Bodo (India) 0 Bosnian 0 Breton 0 Buginese 0 Cebuano 0 Central Bikol 0 Central Khmer 0 Central Kurdish 0 Chamorro 0 Chavacano 0 Chechen 0 Cherokee 0 Cheyenne 0 Choctaw 0 Chukot 0 Church Slavic 0 Chuvash 0 Congo Swahili 0 Coptic 0 Cornish 0 Corsican 0 Cree 0 Creek 0 Crimean Tatar 0 Dhivehi 0 Dimli (individual language) 0 Dogri (individual language) 0 Dogri (macrolanguage) 0 Dzongkha 0 Eastern Mari 0 Egyptian Arabic 0 Erzya 0 Ewe 0 Extremaduran 0 Faroese 0 Fiji Hindi 0 Fijian 0 Filipino 0 Fon 0 Friulian 0 Fulah 0 Gagauz 0 Gan Chinese 0 Ganda 0 Geez 0 Georgian 0 German Sign Language 0 Gilaki 0 Goan Konkani 0 Gothic 0 Greek Sign Language 0 Guarani 0 Gulf Arabic 0 Haitian 0 Hakha Chin 0 Hakka Chinese 0 Halh Mongolian 0 Hawaiian 0 Herero 0 Hiri Motu 0 Icelandic 0 Ido 0 Iloko 0 Interlingua (International Auxiliary Language Association) 0 Interlingue 0 Inuktitut 0 Inupiaq 0 Iranian Persian 0 Jamaican Creole English 0 Javanese 0 Jejueo 0 Kabardian 0 Kabuverdianu 0 Kabyle 0 Kachin 0 Kalaallisut 0 Kalmyk 0 Kannada 0 Kanuri 0 Kara-Kalpak 0 Karachay-Balkar 0 Karelian 0 Kashmiri 0 Kashubian 0 Kazakh 0 Khunsari 0 Kikuyu 0 Kinyarwanda 0 Komi 0 Komi-Permyak 0 Komi-Zyrian 0 Kongo 0 Krio 0 Kuanyama 0 Kurdish 0 Kölsch 0 Ladino 0 Lak 0 Lao 0 Latgalian 0 Latin 0 Lezghian 0 Ligurian 0 Limburgan 0 Lingala 0 Literary Chinese 0 Livvi 0 Lojban 0 Lombard 0 Low German 0 Lower Sorbian 0 Lozi 0 Lunda 0 Luo (Cameroon) 0 Luo (Kenya and Tanzania) 0 Lushai 0 Luxembourgish 0 Macedonian 0 Maithili 0 Malagasy 0 Malay (individual language) 0 Malay (macrolanguage) 0 Malayalam 0 Mandarin Chinese 0 Manipuri 0 Manx 0 Maori 0 Marshallese 0 Mazanderani 0 Mbyá Guaraní 0 Mesopotamian Arabic 0 Min Dong Chinese 0 Minangkabau 0 Mingrelian 0 Mirandese 0 Modern Greek 0 Modern Greek (1453-) 0 Moksha 0 Mongolian 0 Moroccan Arabic 0 Multilingual 0 Mundurukú 0 Najdi Arabic 0 Narom 0 Nauru 0 Navajo 0 Naxi 0 Nayini 0 Ndonga 0 Neapolitan 0 Nepali (individual language) 0 Newari 0 Nigerian Fulfulde 0 Nigerian Pidgin 0 North Azerbaijani 0 North Levantine Arabic 0 Northern Frisian 0 Northern Huishui Hmong 0 Northern Kurdish 0 Northern Luri 0 Northern Sami 0 Northern Uzbek 0 Norwegian Nynorsk 0 Novial 0 Nyanja 0 Occitan (post 1500) 0 Odia 0 Official Aramaic (700-300 BCE) 0 Old English (ca. 450-1100) 0 Old French 0 Old Russian 0 Old Turkish 0 Oriya (macrolanguage) 0 Ossetian 0 Pali 0 Pampanga 0 Pangasinan 0 Papiamento 0 Pedi 0 Pennsylvania German 0 Pfaelzisch 0 Picard 0 Piemontese 0 Pitcairn-Norfolk 0 Plateau Malagasy 0 Pontic 0 Portuguse 0 Pushto 0 Quechua 0 Rajasthani 0 Romansh 0 Rundi 0 Russia Buriat 0 Rusyn 0 Saidi Arabic 0 Samoan 0 Sango 0 Sanskrit 0 Santali 0 Sardinian 0 Saterfriesisch 0 Scots 0 Serbo-Croatian 0 Shan 0 Shona 0 Sichuan Yi 0 Sicilian 0 Silesian 0 Sindhi 0 Skolt Sami 0 Soi 0 South Azerbaijani 0 South Levantine Arabic 0 Southern Pashto 0 Southern Sotho 0 Sranan Tongo 0 Standard Arabic 0 Standard Latvian 0 Sundanese 0 Swahili (macrolanguage) 0 Swati 0 Swedish Sign Language 0 Swiss German 0 Swiss-German Sign Language 0 Tagalog 0 Tahitian 0 Tai 0 Tajik 0 Tatar 0 Tetum 0 Tibetan 0 Tok Pisin 0 Tonga (Tonga Islands) 0 Tonga (Zambia) 0 Tosk Albanian 0 Tsonga 0 Tswana 0 Tulu 0 Tumbuka 0 Tunisian Arabic 0 Tupinambá 0 Turkish Sign Language 0 Turkmen 0 Tuvinian 0 Twi 0 Udmurt 0 Uighur 0 Upper Sorbian 0 Venda 0 Venetian 0 Veps 0 Vlaams 0 Vlax Romani 0 Volapük 0 Votic 0 Walloon 0 Waray (Philippines) 0 Warlpiri 0 West Central Oromo 0 Western Frisian 0 Western Mari 0 Western Panjabi 0 Wolof 0 Wu Chinese 0 Xhosa 0 Yakut 0 Yiddish 0 Yue Chinese 0 Zaza 0 Zeeuws 0 Zhuang 0 Zulu 0