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Applications

26,116 papers (87 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Text Classification (6,339) Machine Translation (4,668) Question Answering (4,039) Information Extraction (3,097) Sentiment Analysis (2,534) Information Retrieval (2,392) Natural Language Inference (1,417) Fact-Checking (931) Machine Reading Comprehension (891) Natural Language Understanding (699) Intent Classification (500) Text Processing (427) Semantic Parsing (408) Visual Question Answering (238) Relation Extraction (222) Argument Mining (173) Topic Modeling (169) Document Analysis (133) Natural Language Generation (112) Evaluation (103) Text Simplification (87) Word Sense Disambiguation (85) Clinical NLP (84) Entity Linking (76) Speech Recognition (75) Quality Estimation (67) Image Captioning (66) Code Generation (59) Emotion Recognition (54) Natural Language Processing (46) Spoken Language Understanding (46) Sequence Labeling (45) Slot Filling (43) Emotion Detection (40) Grammatical Error Correction (29) Question Generation (28) Legal NLP (28) Text Recognition (26) Video Captioning (26) Text Mining (23) Emotion Analysis (23) Reading Comprehension (20) Stance Detection (18) Event Extraction (13) Opinion Mining (11) Semantic Role Labeling (7)

Papers per year

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2000
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Papers (including subtopics)

Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021 Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021 Classification of mental illnesses on social media using RoBERTa EACL 2021 Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers NAACL 2021 ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring EMNLP 2021 CLEVE: Contrastive Pre-training for Event Extraction ACL 2021 CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images NAACL 2021 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference AAAI 2021 CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes ACL 2021 CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021 CL-MoNoise: Cross-lingual Lexical Normalization EMNLP 2021 CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering ACL 2021 Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations EACL 2021 Clustering-based Inference for Biomedical Entity Linking NAACL 2021 Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set EACL 2021 CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter ACL 2021 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021 COCO-EX: A Tool for Linking Concepts from Texts to ConceptNet EACL 2021 CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding ICLR 2021 Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ACL 2021 CodeQA: A Question Answering Dataset for Source Code Comprehension EMNLP 2021 Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021