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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)

LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction EACL 2026 LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ACL 2026 LLMs Enable Bag-of-Texts Representations for Short-Text Clustering ACL 2026 LLMs in Sarcasm Detection? It’s elementary! (Or is it?) ACL 2026 LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ACL 2026 Locate and Explain: Joint Multimodal Emotion Cause Extraction and Summarization in Conversation ACL 2026 LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026 Logic-Level Evaluation of Logical Table-to-Text Generation CoNLL 2026 LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Long-Context Long-Form Question Answering for Legal Domain EACL 2026 Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning AAAI 2026 Looking at Radiology Report Generation through a Causal Lens: A Survey ACL 2026 looploop at SemEval-2026 Task 3: A Dimensional Aspect-Based Sentiment System with DeBERTa Regression and Qwen3 Instruction Fine-Tuning SemEval 2026 LoRAD: Low-Resource AI-Generated Text Detection with XLM-RoBERTa EACL 2026 LoResMT 2026 Shared Task System Description EACL 2026 Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs ACL 2026 Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection EACL 2026 Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction EACL 2026 Lost in Translation, and Found: Detecting and Interpreting Translation Effects ACL 2026 Luring as a Proxy: Evaluating Corpus Transferability for Cybergrooming Detection ACL 2026 LuxDiagRC: A Diagnostic Reading Comprehension Corpus for Luxembourgish with Linguistic and Cognitive Annotation Layers EACL 2026 M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026 M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR 2026 M3Grounder: Mask-Based Multi-Span and Multi-Granular Grounding for Document QA CVPR 2026 M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs AAAI 2026