Large Language Models

Evaluating LLM Performance in Character Analysis: A Study of Artificial Beings in Recent Korean Science Fiction EMNLP 2024 Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts EMNLP 2024 Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ACL 2024 Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024 Evaluating Quantized Large Language Models ICML 2024 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 Evaluating the Effectiveness of Large Language Models in Establishing Conversational Grounding EMNLP 2024 Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024 Evaluating the Zero-shot Robustness of Instruction-tuned Language Models ICLR 2024 Evaluating Very Long-Term Conversational Memory of LLM Agents ACL 2024 Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks ICML 2024 Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024 EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024 Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024 EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024 EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NeurIPS 2024 Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model ICML 2024 Evolving Subnetwork Training for Large Language Models ICML 2024 EvoR: Evolving Retrieval for Code Generation EMNLP 2024 Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers ICML 2024 Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024 ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking ICML 2024 Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024 Exploiting Code Symmetries for Learning Program Semantics ICML 2024 Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models ECCV 2024