Foundation Models

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024 A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators AAAI 2024 Applying RLAIF for Code Generation with API-usage in Lightweight LLMs ACL 2024 Approaching Human-Level Forecasting with Language Models NeurIPS 2024 Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models NSDI 2024 Approximation Rate of the Transformer Architecture for Sequence Modeling NeurIPS 2024 A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 2024 A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NeurIPS 2024 A Prompting Assignment for Exploring Pretrained LLMs ACL 2024 A Proposal for Scaling the Scaling Laws EACL 2024 ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024 Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 Are Large Language Models Good Statisticians? NeurIPS 2024 Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024 Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024 Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024 Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NeurIPS 2024 Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024 Are We on the Right Way for Evaluating Large Vision-Language Models? NeurIPS 2024 Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards ACL 2024 Arithmetic Reasoning with LLM: Prolog Generation & Permutation NAACL 2024 ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction NeurIPS 2024 ARM: Alignment with Residual Energy-Based Model NAACL 2024 ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users NeurIPS 2024