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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)

LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases ACL 2026 LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification ACL 2026 LIAAD INESCTEC at SemEval-2026 Task 4: Unsupervised Narrative Similarity via Discourse Representation Structures and Sentence Embeddings SemEval 2026 Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026 LingoResearchGroup at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection SemEval 2026 Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing ACL 2026 Linguistically-Informed Evaluation of LLMs on Acceptability Judgments in a Forced-Choice Paradigm ACL 2026 Linguistic Blind Spots in Clinical Decision Extraction EACL 2026 Linguistic Features Competitive with Bert! Leveraging Speech for Detection of Mental Health in Paediatric Lupus EACL 2026 Linguistics to LLMs: Teaching with and about Chatbots EACL 2026 Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026 LinkNav: Surfacing Interconnected Information in Scientific Articles ACL 2026 LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points ACL 2026 LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation AAAI 2026 LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction EACL 2026 LitVISTA: A Benchmark for Narrative Orchestration in Literary Text ACL 2026 LiveFact: A Dynamic, Time-Aware Benchmark for LLM-Driven Fake News Detection ACL 2026 LLaMA32-Med: Parameter-Efficient Adaptation of Multimodal LLMs for Medical Visual Question Answering MIDL 2026 LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction AAAI 2026 LLM Agents in Law: Taxonomy, Applications, and Challenges ACL 2026 LLM-as-a-Judge for Low-Resource Languages: Adapting Ragas and Comparative Ranking for Romanian EACL 2026 LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026 LLM-Based Multi-Task Bangla Hate Speech Detection: Type, Severity, and Target ACL 2026 LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction AAAI 2026 LLM Safety in Judicial AI: A Stress Test of Social Media Influence on Real-World Judgments AAAI 2026