Large Language Models

Saama Technologies at SemEval-2024 Task 2: Three-module System for NLI4CT Enhanced by LLM-generated Intermediate Labels SemEval 2024 SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024 SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding ACL 2024 Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models NeurIPS 2024 Safely Learning with Private Data: A Federated Learning Framework for Large Language Model EMNLP 2024 Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack ACL 2024 Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations EMNLP 2024 SafetyBench: Evaluating the Safety of Large Language Models ACL 2024 Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models ICML 2024 Safety of Multimodal Large Language Models on Images and Text IJCAI 2024 SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation ECCV 2024 SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024 SarcEmp - Fine-tuning DialoGPT for Sarcasm and Empathy EACL 2024 Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024 SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024 Scalable Pre-training of Large Autoregressive Image Models ICML 2024 Scaling Behavior of Machine Translation with Large Language Models under Prompt Injection Attacks EACL 2024 Scaling Beyond the GPU Memory Limit for Large Mixture-of-Experts Model Training ICML 2024 Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models EMNLP 2024 Scaling Laws for Fact Memorization of Large Language Models EMNLP 2024 Scaling Laws for Fine-Grained Mixture of Experts ICML 2024 Scaling Retrieval-Based Language Models with a Trillion-Token Datastore NeurIPS 2024 SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models EMNLP 2024 SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code ICML 2024 SciAgent: Tool-augmented Language Models for Scientific Reasoning EMNLP 2024