| PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs | May 21, 2023 | Data AugmentationGraph Generation | CodeCode Available | 1 |
| OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing | May 21, 2023 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Multi-Head State Space Model for Speech Recognition | May 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly | May 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Augmenting Autotelic Agents with Large Language Models | May 21, 2023 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain | May 20, 2023 | De-identificationLanguage Modeling | CodeCode Available | 1 |
| DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining | May 20, 2023 | Extractive SummarizationKnowledge Distillation | CodeCode Available | 1 |
| Patton: Language Model Pretraining on Text-Rich Networks | May 20, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pengi: An Audio Language Model for Audio Tasks | May 19, 2023 | Audio captioningAudio Question Answering | CodeCode Available | 2 |
| Unsupervised ASR via Cross-Lingual Pseudo-Labeling | May 19, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Self-QA: Unsupervised Knowledge Guided Language Model Alignment | May 19, 2023 | DiversityLanguage Modeling | CodeCode Available | 3 |
| Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes | May 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extending Memory for Language Modelling | May 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment | May 19, 2023 | AttributeEntity Alignment | CodeCode Available | 0 |
| Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast | May 19, 2023 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Cross-Lingual Supervision improves Large Language Models Pre-training | May 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| A Sequence-to-Sequence Approach for Arabic Pronoun Resolution | May 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Graphologue: Exploring Large Language Model Responses with Interactive Diagrams | May 19, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Decouple knowledge from parameters for plug-and-play language modeling | May 19, 2023 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Introspective Tips: Large Language Model for In-Context Decision Making | May 19, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models | May 19, 2023 | Efficient ExplorationLanguage Modeling | —Unverified | 0 |
| Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks | May 18, 2023 | DecoderLanguage Modeling | CodeCode Available | 4 |
| Vaxformer: Antigenicity-controlled Transformer for Vaccine Design Against SARS-CoV-2 | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MolXPT: Wrapping Molecules with Text for Generative Pre-training | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings | May 18, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generalized Multiple Intent Conditioned Slot Filling | May 18, 2023 | Intent DetectionLanguage Modeling | —Unverified | 0 |
| How does the task complexity of masked pretraining objectives affect downstream performance? | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language Model | May 18, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 2 |
| Language Model Tokenizers Introduce Unfairness Between Languages | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Prompt Engineering for Transformer-based Chemical Similarity Search Identifies Structurally Distinct Functional Analogues | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability | May 17, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Controllable Speaking Styles Using a Large Language Model | May 17, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning | May 17, 2023 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback | May 17, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| A Better Way to Do Masked Language Model Scoring | May 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression | May 17, 2023 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| CoEdIT: Text Editing by Task-Specific Instruction Tuning | May 17, 2023 | Formality Style TransferGrammatical Error Correction | CodeCode Available | 1 |
| Generation of 3D Molecules in Pockets via Language Model | May 17, 2023 | 3D Molecule GenerationDrug Design | —Unverified | 0 |
| CageViT: Convolutional Activation Guided Efficient Vision Transformer | May 17, 2023 | Computational Efficiencyimage-classification | —Unverified | 0 |
| SLiC-HF: Sequence Likelihood Calibration with Human Feedback | May 17, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SatLM: Satisfiability-Aided Language Models Using Declarative Prompting | May 16, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 |
| Application-Agnostic Language Modeling for On-Device ASR | May 16, 2023 | Automatic Speech RecognitionLanguage Modeling | —Unverified | 0 |