Large Language Models

Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models EMNLP 2023 Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 Dependency resolution at the syntax-semantics interface: psycholinguistic and computational insights on control dependencies ACL 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NeurIPS 2023 Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023 Detecting Erroneously Recognized Handwritten Byzantine Text EMNLP 2023 Detecting Exclusive Language during Pair Programming AAAI 2023 DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM EMNLP 2023 Development of pre-trained language models for clinical NLP in Spanish EACL 2023 Dialogue-based generation of self-driving simulation scenarios using Large Language Models EMNLP 2023 Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ACL 2023 DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias EMNLP 2023 Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting ACL 2023 DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition ACL 2023 Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023 Discovering Salient Neurons in deep NLP models JMLR 2023 Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023 Dissecting In-Context Learning of Translations in GPT-3 EMNLP 2023 Distilling Reasoning Capabilities into Smaller Language Models ACL 2023 Distinguishability Calibration to In-Context Learning EACL 2023 DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models ACL 2023 Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models EMNLP 2023 Document-Level Machine Translation with Large Language Models EMNLP 2023