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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)

Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ACL 2024 Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Deductive Verification of LLM Generated SPARQL Queries COLING 2024 DEEM: Dynamic Experienced Expert Modeling for Stance Detection COLING 2024 Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings EACL 2024 Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian ACL 2024 DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024 DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning SemEval 2024 DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models SemEval 2024 DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts SemEval 2024 Defending Against Disinformation Attacks in Open-Domain Question Answering EACL 2024 Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization ICML 2024 De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024 DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset COLING 2024 DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection ACL 2024 Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024 Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024 Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts ACL 2024 Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024 Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024 Denoising Table-Text Retrieval for Open-Domain Question Answering COLING 2024 DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024 Dense Passage Retrieval: Is it Retrieving? EMNLP 2024 Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024