Large Language Models

Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ICML 2023 Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023 Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NeurIPS 2023 Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023 DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023 Differentiable Instruction Optimization for Cross-Task Generalization ACL 2023 Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning NeurIPS 2023 Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023 Discovering Latent Knowledge in Language Models Without Supervision ICLR 2023 Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023 Distilling Reasoning Capabilities into Smaller Language Models ACL 2023 Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023 Distinguishing Fact from Fiction: A Benchmark Dataset for Identifying Machine-Generated Scientific Papers in the LLM Era. ACL 2023 Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023 Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023 Does Deep Learning Learn to Abstract? A Systematic Probing Framework ICLR 2023 Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP 2023 Do Large Language Models Know What They Don’t Know? ACL 2023 Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments ACL 2023 Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023 Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning ICLR 2023 Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023