| Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification | Apr 13, 2022 | Few-Shot Text ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| IFSeg: Image-free Semantic Segmentation via Vision-Language Model | Mar 25, 2023 | Image SegmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| Declaration-based Prompt Tuning for Visual Question Answering | May 5, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 | 5 |
| Dealing with Typos for BERT-based Passage Retrieval and Ranking | Aug 27, 2021 | Information RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL | Jun 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Can Large Language Models Write Parallel Code? | Jan 23, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| Data-to-Text Generation with Iterative Text Editing | Nov 3, 2020 | Data-to-Text GenerationDomain Adaptation | CodeCode Available | 1 | 5 |
| M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis | Feb 17, 2025 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Improving Conversational Recommendation Systems via Counterfactual Data Simulation | Jun 5, 2023 | Conversational Recommendationcounterfactual | CodeCode Available | 1 | 5 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ImaginaryNet: Learning Object Detectors without Real Images and Annotations | Oct 13, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts | May 15, 2025 | Continual LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Can Large Language Model Comprehend Ancient Chinese? A Preliminary Test on ACLUE | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling | May 12, 2022 | Conditional Text GenerationDecoder | CodeCode Available | 1 | 5 |
| Can Large Language Model Agents Balance Energy Systems? | Feb 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning | Jan 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT | Jun 29, 2023 | Automatic Lyrics TranscriptionLanguage Modeling | CodeCode Available | 1 | 5 |
| M2D2: A Massively Multi-domain Language Modeling Dataset | Oct 13, 2022 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration | Nov 14, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 1 | 5 |
| CPT: Efficient Deep Neural Network Training via Cyclic Precision | Jan 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models | Apr 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Data Efficient Masked Language Modeling for Vision and Language | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information | Dec 15, 2021 | Conversational RecommendationLanguage Modeling | CodeCode Available | 1 | 5 |
| Crafting Large Language Models for Enhanced Interpretability | Jul 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LSBert: A Simple Framework for Lexical Simplification | Jun 25, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Low-Rank Adapting Models for Sparse Autoencoders | Jan 31, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning | Nov 20, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes | Sep 6, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 | 5 |
| Data Augmentation using Pre-trained Transformer Models | Mar 4, 2020 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery | Oct 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| SkillGPT: a RESTful API service for skill extraction and standardization using a Large Language Model | Apr 17, 2023 | Feature EngineeringLanguage Modeling | CodeCode Available | 1 | 5 |
| Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding | Apr 10, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Luna: Linear Unified Nested Attention | Jun 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language | Jul 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues | May 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques | May 27, 2023 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 | 5 |
| Improving End-to-End SLU performance with Prosodic Attention and Distillation | May 14, 2023 | intent-classificationIntent Classification | CodeCode Available | 1 | 5 |
| DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA | Dec 6, 2024 | counterfactualLanguage Model Evaluation | CodeCode Available | 1 | 5 |
| Long-Short Transformer: Efficient Transformers for Language and Vision | Jul 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CreoPep: A Universal Deep Learning Framework for Target-Specific Peptide Design and Optimization | May 5, 2025 | DiversityLanguage Modeling | CodeCode Available | 1 | 5 |
| SLMRec: Distilling Large Language Models into Small for Sequential Recommendation | May 28, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model | Aug 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DARTS: Differentiable Architecture Search | Jun 24, 2018 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration | Jun 6, 2025 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 | 5 |
| DALE: Generative Data Augmentation for Low-Resource Legal NLP | Oct 24, 2023 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup | Nov 2, 2022 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 1 | 5 |
