| Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer | Jan 14, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling | Nov 23, 2021 | Image CaptioningImage Description | CodeCode Available | 1 | 5 |
| Decoding-Time Language Model Alignment with Multiple Objectives | Jun 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| An Engorgio Prompt Makes Large Language Model Babble on | Dec 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | 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 |
| Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment | Jun 11, 2021 | DenoisingLanguage Modeling | CodeCode Available | 1 | 5 |
| Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost | May 1, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning | Jan 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling | Oct 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| EmojiLM: Modeling the New Emoji Language | Nov 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model | Apr 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Lexi: Self-Supervised Learning of the UI Language | Jan 23, 2023 | Image RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| Emotion-Aware Transformer Encoder for Empathetic Dialogue Generation | Apr 24, 2022 | DecoderDialogue Generation | CodeCode Available | 1 | 5 |
| Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization | Oct 5, 2023 | AllLanguage Modeling | CodeCode Available | 1 | 5 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Implicit Language Models are RNNs: Balancing Parallelization and Expressivity | Feb 10, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms | May 23, 2025 | 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 |
| Improved GUI Grounding via Iterative Narrowing | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts | May 15, 2025 | Continual LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting | Oct 1, 2024 | Continual LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Empowering Large Language Model Agents through Action Learning | Feb 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval | Mar 29, 2025 | AllLanguage Modeling | CodeCode Available | 1 | 5 |
| AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model | Jan 19, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| CREAM: Consistency Regularized Self-Rewarding Language Models | Oct 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Implementing contextual biasing in GPU decoder for online ASR | Jun 23, 2023 | CPUDecoder | CodeCode Available | 1 | 5 |
| Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction | May 3, 2020 | DecoderGrammatical Error Correction | CodeCode Available | 1 | 5 |
| Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction | Apr 4, 2025 | AttributeLanguage 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 |
| CPT: Efficient Deep Neural Network Training via Cyclic Precision | Jan 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Log Parsing: How Far Can ChatGPT Go? | Jun 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Endowing Protein Language Models with Structural Knowledge | Jan 26, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 | 5 |
| Image Super-Resolution with Text Prompt Diffusion | Nov 24, 2023 | Image GenerationImage Super-Resolution | CodeCode Available | 1 | 5 |
| Adaptive KalmanNet: Data-Driven Kalman Filter with Fast Adaptation | Sep 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Image Hijacks: Adversarial Images can Control Generative Models at Runtime | Sep 1, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought | Mar 8, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation | Apr 5, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models | Feb 9, 2021 | DiversityEnd-To-End Dialogue Modelling | CodeCode Available | 1 | 5 |
| CriticEval: Evaluating Large Language Model as Critic | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation | Sep 13, 2021 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Adaptive Input Representations for Neural Language Modeling | Sep 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Crafting Large Language Models for Enhanced Interpretability | Jul 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting | Oct 15, 2023 | Conversational SearchLanguage Modeling | CodeCode Available | 1 | 5 |
| Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation | Jun 28, 2023 | ChatbotDialogue Generation | CodeCode Available | 1 | 5 |
| ImaginaryNet: Learning Object Detectors without Real Images and Annotations | Oct 13, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text | Jul 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model | Jul 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training | Sep 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |