| A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction | May 24, 2023 | Computational EfficiencyEvent Extraction | —Unverified | 0 |
| Large Language Models are Few-Shot Health Learners | May 24, 2023 | Activity RecognitionLanguage Modeling | —Unverified | 0 |
| How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench | May 24, 2023 | DiversityLanguage Modeling | CodeCode Available | 0 |
| Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Estimating Large Language Model Capabilities without Labeled Test Data | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems | May 24, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 0 |
| Allies: Prompting Large Language Model with Beam Search | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Emergent inabilities? Inverse scaling over the course of pretraining | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-Evolution Learning for Discriminative Language Model Pretraining | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation | May 24, 2023 | Graph Neural NetworkImage Manipulation | CodeCode Available | 0 |
| PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions | May 24, 2023 | DenoisingLanguage Modeling | —Unverified | 0 |
| Structural Ambiguity and its Disambiguation in Language Model Based Parsers: the Case of Dutch Clause Relativization | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Summarization of Electronic Health Records | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Trade-Offs Between Fairness and Privacy in Language Modeling | May 24, 2023 | Bias DetectionFairness | CodeCode Available | 0 |
| Getting MoRE out of Mixture of Language Model Reasoning Experts | May 24, 2023 | Answer SelectionLanguage Modeling | —Unverified | 0 |
| Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model | May 24, 2023 | AllLanguage Modeling | CodeCode Available | 0 |
| Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings | May 23, 2023 | Active LearningLanguage Modeling | CodeCode Available | 0 |
| R2H: Building Multimodal Navigation Helpers that Respond to Help Requests | May 23, 2023 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Query Rewriting for Retrieval-Augmented Large Language Models | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Robust Prompt Optimization for Large Language Models Against Distribution Shifts | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model | May 23, 2023 | AvgLanguage Modeling | —Unverified | 0 |
| Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models | May 23, 2023 | HallucinationLanguage Modeling | CodeCode Available | 0 |
| Mitigating Test-Time Bias for Fair Image Retrieval | May 23, 2023 | Image RetrievalLanguage Modeling | CodeCode Available | 0 |