| Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection | May 23, 2023 | Event DetectionLanguage Modeling | CodeCode Available | 0 |
| Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction | May 23, 2023 | ClusteringLanguage Modeling | —Unverified | 0 |
| Error Detection for Text-to-SQL Semantic Parsing | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models | May 23, 2023 | AllFairness | —Unverified | 0 |
| AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| R2H: Building Multimodal Navigation Helpers that Respond to Help Requests | May 23, 2023 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia | May 23, 2023 | ChatbotHallucination | CodeCode Available | 3 |
| VisorGPT: Learning Visual Prior via Generative Pre-Training | May 23, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Query Rewriting for Retrieval-Augmented Large Language Models | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models | May 23, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model | May 23, 2023 | AvgLanguage Modeling | —Unverified | 0 |
| When the Music Stops: Tip-of-the-Tongue Retrieval for Music | May 23, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Robust Prompt Optimization for Large Language Models Against Distribution Shifts | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automatic Model Selection with Large Language Models for Reasoning | May 23, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| Hierarchical Prompting Assists Large Language Model on Web Navigation | May 23, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 3 |
| Improving Factuality and Reasoning in Language Models through Multiagent Debate | May 23, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 |
| Dr.ICL: Demonstration-Retrieved In-context Learning | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Study of Generative Large Language Model for Medical Research and Healthcare | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Can LLMs facilitate interpretation of pre-trained language models? | May 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |