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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)

Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026 ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks? EACL 2026 Repeated Sequences Reveal Gaps between Large Language Models and Natural Language ACL 2026 Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, Repetition EACL 2026 RescueLens: LLM-Powered Triage and Action on Volunteer Feedback for Food Rescue AAAI 2026 Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding CVPR 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation AAAI 2026 Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation ACL 2026 Rethinking Polarity Detection: When BPE Fails Across Scripts EACL 2026 Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL EACL 2026 Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ACL 2026 ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026 Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot EACL 2026 RetrySQL: Text-to-SQL Training with Retry Data for Self-Correcting Query Generation AAAI 2026 REVEAL: Retrieval-Enhanced Verification for Multimodal Fact-Checking EACL 2026 Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models ACL 2026 Revisiting Evaluation of Question Answering Systems in Low-Resource Indic Languages: Bridging Human and Metric Alignment ACL 2026 Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages ACL 2026 Reward Modeling for Scientific Writing Evaluation ACL 2026 RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026 Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text Simplification ACL 2026 Robust Explanations for User Trust in Enterprise NLP Systems ACL 2026 RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams EACL 2026 ROSE: An Intent-Centered Evaluation Metric for NL2SQL ACL 2026