| Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification | Apr 13, 2022 | Few-Shot Text ClassificationLanguage Modeling | CodeCode Available | 1 |
| Preference-grounded Token-level Guidance for Language Model Fine-tuning | Jun 1, 2023 | Imitation LearningLanguage Modeling | CodeCode Available | 1 |
| Can Large Language Model Comprehend Ancient Chinese? A Preliminary Test on ACLUE | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Sequence-to-Sequence Dialogue State Tracking | Aug 31, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text | Jul 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Can Large Language Model Agents Balance Energy Systems? | Feb 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Human-AI Teams via Learned Natural Language Rules and Onboarding | Nov 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction | Sep 27, 2021 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| Pretraining De-Biased Language Model with Large-scale Click Logs for Document Ranking | Feb 27, 2023 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks | Dec 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pre-Training to Learn in Context | May 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing | Jul 28, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prevent the Language Model from being Overconfident in Neural Machine Translation | May 24, 2021 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 |
| AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling | May 12, 2022 | Conditional Text GenerationDecoder | CodeCode Available | 1 |
| CPM: A Large-scale Generative Chinese Pre-trained Language Model | Dec 1, 2020 | Cloze TestLanguage Modeling | CodeCode Available | 1 |
| Probing Across Time: What Does RoBERTa Know and When? | Apr 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Hierarchical Domain Adaptation for Pretrained Language Models | Dec 16, 2021 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD | May 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs | Oct 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CPT: Efficient Deep Neural Network Training via Cyclic Precision | Jan 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training | Dec 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing | Jul 18, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Prompt-Based Editing for Text Style Transfer | Jan 27, 2023 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Crafting Large Language Models for Enhanced Interpretability | Jul 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling | Dec 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Attention Sheds Light On Interpretability | May 18, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompt-Guided Image-Adaptive Neural Implicit Lookup Tables for Interpretable Image Enhancement | Aug 20, 2024 | Image EnhancementLanguage Modeling | CodeCode Available | 1 |
| PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation | Nov 24, 2024 | Image RestorationLanguage Modeling | CodeCode Available | 1 |
| Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs | May 1, 2022 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| DziriBERT: a Pre-trained Language Model for the Algerian Dialect | Sep 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompt Learning for News Recommendation | Apr 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation | Oct 22, 2023 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| PromptRank: Unsupervised Keyphrase Extraction Using Prompt | May 8, 2023 | DecoderKeyphrase Extraction | CodeCode Available | 1 |
| Dynamic Grained Encoder for Vision Transformers | Jan 10, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompt Tuning for Discriminative Pre-trained Language Models | May 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model | Aug 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration | Oct 3, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding | Aug 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation | Dec 17, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model | Apr 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and Optimization | May 5, 2025 | DiversityLanguage Modeling | CodeCode Available | 1 |
| DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities | Feb 16, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Dynamic Contextualized Word Embeddings | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| CriticEval: Evaluating Large Language Model as Critic | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! | Jun 6, 2023 | counterfactualData Augmentation | CodeCode Available | 1 |
| CDLM: Cross-Document Language Modeling | Jan 2, 2021 | Citation RecommendationCoreference Resolution | CodeCode Available | 1 |