| POE: Process of Elimination for Multiple Choice Reasoning | Oct 24, 2023 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks | Oct 24, 2023 | In-Context Learning | CodeCode Available | 0 |
| TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction | Oct 24, 2023 | Food recommendationIn-Context Learning | —Unverified | 0 |
| From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning | Oct 24, 2023 | In-Context LearningPhysical Commonsense Reasoning | CodeCode Available | 0 |
| UI Layout Generation with LLMs Guided by UI Grammar | Oct 24, 2023 | In-Context LearningLayout Generation | —Unverified | 0 |
| Dissecting In-Context Learning of Translations in GPTs | Oct 24, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications | Oct 23, 2023 | FairnessIn-Context Learning | —Unverified | 0 |
| The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models | Oct 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings | Oct 23, 2023 | Data AugmentationIn-Context Learning | CodeCode Available | 0 |
| Retrieval-Augmented Chain-of-Thought in Semi-structured Domains | Oct 22, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| From Chaos to Clarity: Claim Normalization to Empower Fact-Checking | Oct 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 0 |
| An In-Context Schema Understanding Method for Knowledge Base Question Answering | Oct 22, 2023 | In-Context LearningKnowledge Base Question Answering | —Unverified | 0 |
| O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models | Oct 22, 2023 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens | Oct 20, 2023 | Contrastive LearningIn-Context Learning | —Unverified | 0 |
| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Explainable Depression Symptom Detection in Social Media | Oct 20, 2023 | In-Context Learning | —Unverified | 0 |
| Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning | Oct 20, 2023 | In-Context Learning | —Unverified | 0 |
| Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning | Oct 20, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems | Oct 19, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization | Oct 19, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks | Oct 19, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Measuring Pointwise V-Usable Information In-Context-ly | Oct 18, 2023 | In-Context Learning | CodeCode Available | 0 |
| MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations | Oct 18, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 0 |
| Few-Shot In-Context Imitation Learning via Implicit Graph Alignment | Oct 18, 2023 | Few-Shot LearningImitation Learning | —Unverified | 0 |
| Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue | Oct 17, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
