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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

1
2
9
23
2,484
4,938
2000
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'25

Papers (including subtopics)

Improving Document Retrieval Coherence for Semantically Equivalent Queries IJCNLP 2025 Improving Explainable Fact-Checking with Claim-Evidence Correlations COLING 2025 Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025 Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025 Improving Informally Romanized Language Identification EMNLP 2025 Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025 Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation EMNLP 2025 Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification ACL 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 Improving LLM Abilities in Idiomatic Translation COLING 2025 Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025 Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens ICML 2025 Improving Low-Resource Japanese Translation with Fine-Tuning and Backtranslation for the WMT 25 General Translation Task EMNLP 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025 Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025 Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations EMNLP 2025 Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL EMNLP 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Improving Parallel Sentence Mining for Low-Resource and Endangered Languages ACL 2025 Improving Personalized Search with Regularized Low-Rank Parameter Updates CVPR 2025 Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models IJCNLP 2025 Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025 Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training COLING 2025