Large Language Models

Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test EACL 2024 Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024 Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations EMNLP 2024 Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization ICLR 2024 Do PLMs and Annotators Share the Same Gender Bias? Definition, Dataset, and Framework of Contextualized Gender Bias ACL 2024 Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! ACL 2024 Do Prompt Positions Really Matter? NAACL 2024 Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024 DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer ICLR 2024 DPZero: Private Fine-Tuning of Language Models without Backpropagation ICML 2024 Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024 Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding ACL 2024 DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain COLING 2024 DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation NeurIPS 2024 DRU at WojoodNER 2024: ICL LLM for Arabic NER ACL 2024 DsDm: Model-Aware Dataset Selection with Datamodels ICML 2024 DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis ACL 2024 DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NeurIPS 2024 Dual-Personalizing Adapter for Federated Foundation Models NeurIPS 2024 Dual-Phase Accelerated Prompt Optimization EMNLP 2024 Dunamu-ml’s Submissions on AVERITEC Shared Task EMNLP 2024 Duration Dynamics: Fin-Turbo’s Rapid Route to ESG Impact Insight COLING 2024 DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models EMNLP 2024 Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024 DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks ICLR 2024