Large Language Models

Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024 YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024 Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024 Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024 Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024 Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles SemEval 2024 ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification NeurIPS 2024 Zoology: Measuring and Improving Recall in Efficient Language Models ICLR 2024 kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference ICLR 2023 A Causal View of Entity Bias in (Large) Language Models EMNLP 2023 A Closer Look into Using Large Language Models for Automatic Evaluation EMNLP 2023 A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction EMNLP 2023 A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023 A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023 Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023 Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023 ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023 Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs EMNLP 2023 Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning ICLR 2023 A Diachronic Perspective on User Trust in AI under Uncertainty EMNLP 2023 Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions EMNLP 2023 Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding ACL 2023 Affective and Dynamic Beam Search for Story Generation EMNLP 2023 A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023 A Kernel-Based View of Language Model Fine-Tuning ICML 2023