| Crafting In-context Examples according to LMs' Parametric Knowledge | Nov 16, 2023 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement | Nov 15, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Auto-ICL: In-Context Learning without Human Supervision | Nov 15, 2023 | In-Context Learning | CodeCode Available | 0 |
| When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks | Nov 15, 2023 | In-Context Learning | —Unverified | 0 |
| Assessing Translation capabilities of Large Language Models involving English and Indian Languages | Nov 15, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models | Nov 15, 2023 | In-Context Learningnamed-entity-recognition | CodeCode Available | 1 |
| XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs | Nov 15, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning | Nov 15, 2023 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 0 |
| On the Calibration of Multilingual Question Answering LLMs | Nov 15, 2023 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Explore Spurious Correlations at the Concept Level in Language Models for Text Classification | Nov 15, 2023 | counterfactualIn-Context Learning | CodeCode Available | 0 |
| Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models | Nov 14, 2023 | FairnessFew-Shot Learning | —Unverified | 0 |
| On-the-Fly Fusion of Large Language Models and Machine Translation | Nov 14, 2023 | In-Context LearningMachine Translation | —Unverified | 0 |
| Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment | Nov 14, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
| Language Models are Better Bug Detector Through Code-Pair Classification | Nov 14, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| Are Large Language Models Temporally Grounded? | Nov 14, 2023 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA | Nov 14, 2023 | In-Context LearningProgram Synthesis | CodeCode Available | 1 |
| How good are Large Language Models on African Languages? | Nov 14, 2023 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| The Transient Nature of Emergent In-Context Learning in Transformers | Nov 14, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 1 |
| Anti-LM Decoding for Zero-shot In-context Machine Translation | Nov 14, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| In-context Learning and Gradient Descent Revisited | Nov 13, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Using Natural Language Explanations to Improve Robustness of In-context Learning | Nov 13, 2023 | In-Context LearningNatural Language Inference | CodeCode Available | 0 |
| How are Prompts Different in Terms of Sensitivity? | Nov 13, 2023 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Speech-based Slot Filling using Large Language Models | Nov 13, 2023 | In-Context Learningslot-filling | —Unverified | 0 |
| Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue | Nov 13, 2023 | Dialogue GenerationIn-Context Learning | CodeCode Available | 0 |
