| 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 |
| 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 |
| Measuring Pointwise V-Usable Information In-Context-ly | Oct 18, 2023 | In-Context Learning | CodeCode Available | 0 |
| Few-Shot In-Context Imitation Learning via Implicit Graph Alignment | Oct 18, 2023 | Few-Shot LearningImitation Learning | —Unverified | 0 |
| Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation | Oct 17, 2023 | DecoderIn-Context Learning | —Unverified | 0 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 |
| Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models | Oct 17, 2023 | In-Context LearningRed Teaming | —Unverified | 0 |
| Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning | Oct 17, 2023 | In-Context Learning | —Unverified | 0 |
| LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks | Oct 17, 2023 | In-Context Learning | CodeCode Available | 2 |
| 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 |
| Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation | Oct 16, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models | Oct 16, 2023 | In-Context Learning | CodeCode Available | 1 |
| Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning | Oct 16, 2023 | AllIn-Context Learning | CodeCode Available | 0 |
| MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations | Oct 16, 2023 | In-Context LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Unifying Image Processing as Visual Prompting Question Answering | Oct 16, 2023 | Image EnhancementImage Restoration | —Unverified | 0 |
| Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs | Oct 16, 2023 | In-Context LearningNavigate | —Unverified | 0 |
| Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT | Oct 16, 2023 | In-Context LearningIntent Discovery | CodeCode Available | 0 |
| How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations | Oct 16, 2023 | In-Context Learning | —Unverified | 0 |
| A Search for Prompts: Generating Structured Answers from Contracts | Oct 16, 2023 | Generative Question AnsweringIn-Context Learning | —Unverified | 0 |
| In-context Pretraining: Language Modeling Beyond Document Boundaries | Oct 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment | Oct 16, 2023 | In-Context LearningOpen Information Extraction | —Unverified | 0 |
| Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking | Oct 16, 2023 | Dialogue State TrackingIn-Context Learning | CodeCode Available | 0 |
| Generative Calibration for In-context Learning | Oct 16, 2023 | In-Context Learningtext-classification | CodeCode Available | 0 |
| AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents | Oct 15, 2023 | In-Context LearningIn-Context Reinforcement Learning | CodeCode Available | 1 |
| Large Language Model-Aware In-Context Learning for Code Generation | Oct 15, 2023 | Code GenerationContrastive Learning | —Unverified | 0 |
| In-Context Learning with Iterative Demonstration Selection | Oct 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
