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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)

MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024 MLInitiative@WILDRE7: Hybrid Approaches with Large Language Models for Enhanced Sentiment Analysis in Code-Switched and Code-Mixed Texts COLING 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NeurIPS 2024 MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models EMNLP 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024 MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024 MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language EMNLP 2024 MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering IJCAI 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ACL 2024 Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024 Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024 Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024 Modeling and Detecting Company Risks from News NAACL 2024 Modeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis ACL 2024 Modeling Empathetic Alignment in Conversation NAACL 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 Modeling Moravian Memoirs: Ternary Sentiment Analysis in a Low Resource Setting EACL 2024 Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin COLING 2024 Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024 Modeling the Quality of Dialogical Explanations COLING 2024 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation EMNLP 2024