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Natural Language Processing

46,586 papers (52 classified directly here)

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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 De-Diffusion Makes Text a Strong Cross-Modal Interface CVPR 2024 Deductive Verification of LLM Generated SPARQL Queries COLING 2024 DEEM: Dynamic Experienced Expert Modeling for Stance Detection COLING 2024 Deep Bayesian Active Learning for Preference Modeling in Large Language Models NeurIPS 2024 Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning EMNLP 2024 Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset ACL 2024 Deep Fusion: Efficient Network Training via Pre-trained Initializations ICML 2024 Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings EACL 2024 Deep Learning Based Named Entity Recognition Models for Recipes COLING 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 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024 Defending Against Disinformation Attacks in Open-Domain Question Answering EACL 2024 Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization ACL 2024 Defending LLMs against Jailbreaking Attacks via Backtranslation ACL 2024 Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization ICML 2024 Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation NAACL 2024 Defining an Ontology for Museum Critical Cataloguing Terminology Guidelines COLING 2024 Definition Generation for Automatically Induced Semantic Frame ACL 2024