Natural Language Processing

DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023 DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023 Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023 Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023 Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023 DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation ACL 2023 DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder ACL 2023 Dependency resolution at the syntax-semantics interface: psycholinguistic and computational insights on control dependencies ACL 2023 DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification ACL 2023 DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit EMNLP 2023 DEPTH+: An Enhanced Depth Metric for Wikipedia Corpora Quality ACL 2023 Deriving Language Models from Masked Language Models ACL 2023 Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NeurIPS 2023 Descriptive Knowledge Graph in Biomedical Domain EMNLP 2023 Descriptive Prompt Paraphrasing for Target-Oriented Multimodal Sentiment Classification EMNLP 2023 Designing, Evaluating, and Learning from Humans Interacting with NLP Models EMNLP 2023 DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature ICML 2023 Detecting and Grounding Important Characters in Visual Stories AAAI 2023 Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023 Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023 Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023