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Deep Learning

1397 directly classified papers

Papers per year

Papers

Zavira@DravidianLangTech 2024:Telugu hate speech detection using LSTM EACL 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
CUET_DUO@DravidianLangTech EACL2024: Fake News Classification Using Malayalam-BERT EACL 2024
A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024
Knowledge Conflicts for LLMs: A Survey EMNLP 2024
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024
Better Batch for Deep Probabilistic Time Series Forecasting AISTATS 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024
Precipitation Downscaling with Spatiotemporal Video Diffusion NIPS 2024
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting EMNLP 2024
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization EACL 2024
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes AISTATS 2024
Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024
Tokenization Is More Than Compression EMNLP 2024
Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing EMNLP 2024
“Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models EMNLP 2024
Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse EACL 2024
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning EMNLP 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024
Weighted Layer Averaging RoBERTa for Black-Box Machine-Generated Text Detection SEMEVAL 2024
Mast Kalandar at SemEval-2024 Task 8: On the Trail of Textual Origins: RoBERTa-BiLSTM Approach to Detect AI-Generated Text SEMEVAL 2024
SEL-BALD: Deep Bayesian Active Learning with Selective Labels NIPS 2024