| Large Language Models are Few-Shot Health Learners | May 24, 2023 | Activity RecognitionLanguage Modeling | —Unverified | 0 |
| Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models | May 24, 2023 | Knowledge Graph CompletionLanguage Modeling | CodeCode Available | 1 |
| Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model | May 24, 2023 | AllLanguage Modeling | CodeCode Available | 0 |
| PIVOINE: Instruction Tuning for Open-world Information Extraction | May 24, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Trade-Offs Between Fairness and Privacy in Language Modeling | May 24, 2023 | Bias DetectionFairness | CodeCode Available | 0 |
| PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions | May 24, 2023 | DenoisingLanguage Modeling | —Unverified | 0 |
| Meta-Learning Online Adaptation of Language Models | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Reasoning with Language Model is Planning with World Model | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Neural Summarization of Electronic Health Records | 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 Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Getting MoRE out of Mixture of Language Model Reasoning Experts | May 24, 2023 | Answer SelectionLanguage 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 |
| 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 |
| Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Efficient Multilingual Language Model Compression through Vocabulary Trimming | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Adapting Language Models to Compress Contexts | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Just CHOP: Embarrassingly Simple LLM Compression | May 24, 2023 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| In-Context Demonstration Selection with Cross Entropy Difference | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ExpertPrompting: Instructing Large Language Models to be Distinguished Experts | May 24, 2023 | In-Context LearningInstruction Following | CodeCode Available | 2 |
| A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction | May 24, 2023 | Computational EfficiencyEvent Extraction | —Unverified | 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 |
| HuatuoGPT, towards Taming Language Model to Be a Doctor | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Drafting Event Schemas using Language Models | May 24, 2023 | DescriptiveDiversity | —Unverified | 0 |
| Dynamic Masking Rate Schedules for MLM Pretraining | May 24, 2023 | Language ModelingLanguage Modelling | —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 |
| Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Gorilla: Large Language Model Connected with Massive APIs | May 24, 2023 | HallucinationLanguage Modeling | CodeCode Available | 6 |
| Estimating Large Language Model Capabilities without Labeled Test Data | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Emergent inabilities? Inverse scaling over the course of pretraining | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mitigating Test-Time Bias for Fair Image Retrieval | May 23, 2023 | Image RetrievalLanguage Modeling | CodeCode Available | 0 |
| Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings | May 23, 2023 | Active LearningLanguage Modeling | CodeCode Available | 0 |
| Natural Language Decompositions of Implicit Content Enable Better Text Representations | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions | May 23, 2023 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Model Self-improvement by Reinforcement Learning Contemplation | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cascaded Beam Search: Plug-and-Play Terminology-Forcing For Neural Machine Translation | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding | May 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings | May 23, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 |
| Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker | May 23, 2023 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model | May 23, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation | May 23, 2023 | Data AugmentationFew-Shot Text Classification | —Unverified | 0 |
| Domain Private Transformers for Multi-Domain Dialog Systems | May 23, 2023 | domain classificationLanguage Modeling | CodeCode Available | 0 |
| When your Cousin has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages | May 23, 2023 | Bilingual Lexicon InductionLanguage Modeling | CodeCode Available | 0 |
| Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks | May 23, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| Learning from Mistakes via Cooperative Study Assistant for Large Language Models | May 23, 2023 | Imitation LearningLanguage Modeling | CodeCode Available | 0 |
| Aligning Large Language Models through Synthetic Feedback | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |