Large Language Models

KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024 KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge ACL 2024 KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation EMNLP 2024 k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024 KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation ICML 2024 Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level EMNLP 2024 LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits ICML 2024 LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation EMNLP 2024 LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024 LaMP: When Large Language Models Meet Personalization ACL 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game ICML 2024 Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition ICML 2024 Language Generation with Strictly Proper Scoring Rules ICML 2024 Language-guided Manipulator Motion Planning with Bounded Task Space CoRL 2024 Language-guided Skill Learning with Temporal Variational Inference ICML 2024 Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts EMNLP 2024 Language Modeling Is Compression ICLR 2024 Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024 Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch ICML 2024 Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 Language Models as Science Tutors ICML 2024 Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024 Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024