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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)

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models NAACL 2025 From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data ICLR 2025 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025 From Clay to Code: Transforming Hittite Texts for Machine Learning NAACL 2025 From Commands to Prompts: LLM-based Semantic File System for AIOS ICLR 2025 From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance ACL 2025 From Confidence to Collapse in LLM Factual Robustness EMNLP 2025 From Debates to Diplomacy: Argument Mining Across Political Registers ACL 2025 From Detection to Explanation: Effective Learning Strategies for LLMs in Online Abusive Language Research COLING 2025 From End-Users to Co-Designers: Lessons from Teachers ACL 2025 From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025 From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025 From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation EMNLP 2025 From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge EMNLP 2025 From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse EMNLP 2025 From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025 From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025 From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set ICML 2025 From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation EMNLP 2025 From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ACL 2025 From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering ICLR 2025 From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025 From Noise to Clarity: Filtering Real and LLM-Generated Samples for Enhanced Intent Detection EMNLP 2025