| Learning Hierarchical Structures with Differentiable Nondeterministic Stacks | Sep 5, 2021 | Inductive BiasLanguage Modeling | CodeCode Available | 1 | 5 |
| OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting | Oct 10, 2024 | Entity LinkingFew-Shot Learning | CodeCode Available | 1 | 5 |
| Learning from Unlabeled 3D Environments for Vision-and-Language Navigation | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning How to Ask: Querying LMs with Mixtures of Soft Prompts | Apr 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning to Attribute with Attention | Apr 18, 2025 | AttributeLanguage Modeling | CodeCode Available | 1 | 5 |
| Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference | Jan 21, 2020 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models | Feb 16, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Exploiting Novel GPT-4 APIs | Dec 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | 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 |
| On the Difference of BERT-style and CLIP-style Text Encoders | Jun 6, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| FANformer: Improving Large Language Models Through Effective Periodicity Modeling | Feb 28, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Catwalk: A Unified Language Model Evaluation Framework for Many Datasets | Dec 15, 2023 | In-Context LearningLanguage Model Evaluation | CodeCode Available | 1 | 5 |
| Exploring Quantization for Efficient Pre-Training of Transformer Language Models | Jul 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control | Jul 12, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| On the Learnability of Watermarks for Language Models | Dec 7, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules | Jun 30, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A Realistic Threat Model for Large Language Model Jailbreaks | Oct 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CAT-LM: Training Language Models on Aligned Code And Tests | Oct 2, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias | May 9, 2024 | Data VisualizationLanguage Modeling | CodeCode Available | 1 | 5 |
| OpenBias: Open-set Bias Detection in Text-to-Image Generative Models | Apr 11, 2024 | Bias DetectionFairness | CodeCode Available | 1 | 5 |
| Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels | Mar 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| 4-bit Shampoo for Memory-Efficient Network Training | May 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Exploring the Limits of Language Modeling | Feb 7, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CoMPM: Context Modeling with Speaker’s Pre-trained Memory Tracking for Emotion Recognition in Conversation | Jul 1, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 | 5 |
| Attention-based Contextual Language Model Adaptation for Speech Recognition | Jun 2, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment | Oct 9, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning | Apr 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Composable Text Controls in Latent Space with ODEs | Aug 1, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 | 5 |
| CDLM: Cross-Document Language Modeling | Jan 2, 2021 | Citation RecommendationCoreference Resolution | CodeCode Available | 1 | 5 |
| Critic-Guided Decoding for Controlled Text Generation | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Aligning Large Language Models through Synthetic Feedback | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training | Dec 18, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Composing Parameter-Efficient Modules with Arithmetic Operations | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CriticEval: Evaluating Large Language Model as Critic | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving | May 13, 2025 | 3D visual groundingAutonomous Driving | CodeCode Available | 1 | 5 |
| Extensive Self-Contrast Enables Feedback-Free Language Model Alignment | Mar 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Compositional Demographic Word Embeddings | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning | Oct 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning Compact Metrics for MT | Oct 12, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 | 5 |
| AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions | Nov 1, 2021 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Learning diverse attacks on large language models for robust red-teaming and safety tuning | May 28, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 | 5 |
| Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling | Oct 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Composition based oxidation state prediction of materials using deep learning | Nov 29, 2022 | Deep LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Learning to engineer protein flexibility | Dec 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LEAM: A Prompt-only Large Language Model-enabled Antenna Modeling Method | Apr 25, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions | May 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |