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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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9
23
2,484
4,938
2000
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Papers (including subtopics)

MathScale: Scaling Instruction Tuning for Mathematical Reasoning ICML 2024 MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations EMNLP 2024 Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions EMNLP 2024 MATSA: Multi-Agent Table Structure Attribution EMNLP 2024 MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources ACL 2024 MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024 Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes NAACL 2024 MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024 McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024 McGill NLP Group Submission to the MRL 2024 Shared Task: Ensembling Enhances Effectiveness of Multilingual Small LMs EMNLP 2024 MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024 MeaCap: Memory-Augmented Zero-shot Image Captioning CVPR 2024 Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals EMNLP 2024 Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NeurIPS 2024 Measuring Retrieval Complexity in Question Answering Systems ACL 2024 Measuring the Groundedness of Legal Question-Answering Systems EMNLP 2024 Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy EACL 2024 MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning ACL 2024 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NeurIPS 2024 MedDialog-FR: A French Version of the MedDialog Corpus for Multi-label Classification and Response Generation Related to Women’s Intimate Health COLING 2024 MedExQA: Medical Question Answering Benchmark with Multiple Explanations ACL 2024 Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024 Media Bias Detection Across Families of Language Models NAACL 2024