Large Language Models

StackEval: Benchmarking LLMs in Coding Assistance NeurIPS 2024 StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation ICML 2024 Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024 Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024 StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ACL 2024 Stealing part of a production language model ICML 2024 STEER: Assessing the Economic Rationality of Large Language Models ICML 2024 Steering Llama 2 via Contrastive Activation Addition ACL 2024 Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? EMNLP 2024 Step-level Value Preference Optimization for Mathematical Reasoning EMNLP 2024 Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors EMNLP 2024 STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024 StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NeurIPS 2024 Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors ACL 2024 Stress-Testing Capability Elicitation With Password-Locked Models NeurIPS 2024 StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis ICML 2024 Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024 Structured Chemistry Reasoning with Large Language Models ICML 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning EMNLP 2024 StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024 Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024