Large Language Models

DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024 Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024 Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024 Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024 DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models ACL 2024 DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis ACL 2024 Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024 E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024 EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 Edit Distance Robust Watermarks via Indexing Pseudorandom Codes NeurIPS 2024 E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024 EffiBench: Benchmarking the Efficiency of Automatically Generated Code NeurIPS 2024 Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024 Efficient LLM Scheduling by Learning to Rank NeurIPS 2024 Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters NeurIPS 2024 Efficient Sequential Decision Making with Large Language Models EMNLP 2024 Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024 EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NeurIPS 2024 EFSA: Towards Event-Level Financial Sentiment Analysis ACL 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024 Empaths at WASSA 2024 Empathy and Personality Shared Task: Turn-Level Empathy Prediction Using Psychological Indicators ACL 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science NeurIPS 2024 Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024