| Dissecting In-Context Learning of Translations in GPTs | Oct 24, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| WebWISE: Web Interface Control and Sequential Exploration with Large Language Models | Oct 24, 2023 | Imitation LearningIn-Context Learning | —Unverified | 0 |
| Function Vectors in Large Language Models | Oct 23, 2023 | In-Context Learning | CodeCode Available | 1 |
| Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications | Oct 23, 2023 | FairnessIn-Context Learning | —Unverified | 0 |
| Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings | Oct 23, 2023 | Data AugmentationIn-Context Learning | CodeCode Available | 0 |
| LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis | Oct 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Implicit meta-learning may lead language models to trust more reliable sources | Oct 23, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models | Oct 23, 2023 | In-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 |
| From Chaos to Clarity: Claim Normalization to Empower Fact-Checking | Oct 22, 2023 | Fact CheckingIn-Context Learning | CodeCode Available | 0 |
| Retrieval-Augmented Chain-of-Thought in Semi-structured Domains | Oct 22, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs | Oct 21, 2023 | In-Context LearningPrompt Learning | CodeCode Available | 1 |
| On Bilingual Lexicon Induction with Large Language Models | Oct 21, 2023 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | CodeCode Available | 1 |
| Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens | Oct 20, 2023 | Contrastive LearningIn-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 |
| 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 |
| Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning | Oct 20, 2023 | In-Context LearningMulti-hop Question Answering | CodeCode Available | 1 |
| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | 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 |
| Eureka: Human-Level Reward Design via Coding Large Language Models | Oct 19, 2023 | Decision MakingIn-Context Learning | CodeCode Available | 4 |
| 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 |
| Attack Prompt Generation for Red Teaming and Defending Large Language Models | Oct 19, 2023 | In-Context LearningRed Teaming | CodeCode Available | 1 |
