| Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images | May 31, 2021 | Few-Shot LearningImage Classification | CodeCode Available | 1 |
| VLLaVO: Mitigating Visual Gap through LLMs | Jan 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Large Language Models Can Be Easily Distracted by Irrelevant Context | Jan 31, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 |
| Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles | Sep 16, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
| Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognition | Aug 31, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction | Nov 1, 2021 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| Large Language Model Unlearning | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Model Unlearning via Embedding-Corrupted Prompts | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Content-Based Sparse Attention with Routing Transformers | Mar 12, 2020 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Efficient Long Sequence Modeling via State Space Augmented Transformer | Dec 15, 2022 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning | Jul 20, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction | May 3, 2020 | DecoderGrammatical Error Correction | CodeCode Available | 1 |
| CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LauraTSE: Target Speaker Extraction using Auto-Regressive Decoder-Only Language Models | Apr 10, 2025 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Event Causality Identification via Derivative Prompt Joint Learning | Oct 1, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 1 |
| ConfliBERT: A Language Model for Political Conflict | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Attention Sheds Light On Interpretability | May 18, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Catwalk: A Unified Language Model Evaluation Framework for Many Datasets | Dec 15, 2023 | In-Context LearningLanguage Model Evaluation | CodeCode Available | 1 |
| LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions | May 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD | May 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis | Nov 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Compact Metrics for MT | Oct 12, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| 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 |
| Attention-based Contextual Language Model Adaptation for Speech Recognition | Jun 2, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Composable Sparse Fine-Tuning for Cross-Lingual Transfer | Oct 14, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| Learning from Unlabeled 3D Environments for Vision-and-Language Navigation | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Composable Text Controls in Latent Space with ODEs | Aug 1, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 |
| A Realistic Threat Model for Large Language Model Jailbreaks | Oct 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Aligning Large Language Models through Synthetic Feedback | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Sparse Prototypes for Text Generation | Jun 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Composing Parameter-Efficient Modules with Arithmetic Operations | Jun 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CAT-LM: Training Language Models on Aligned Code And Tests | Oct 2, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training | Dec 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 4-bit Shampoo for Memory-Efficient Network Training | May 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Compositional Demographic Word Embeddings | Oct 6, 2020 | 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 |
| Length Generalization of Causal Transformers without Position Encoding | Apr 18, 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 |
| Few-shot Reranking for Multi-hop QA via Language Model Prompting | May 25, 2022 | Language ModelingOpen-Domain Question Answering | CodeCode Available | 1 |
| Controlling Perceived Emotion in Symbolic Music Generation with Monte Carlo Tree Search | Aug 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Compositional Morphology for Word Representations and Language Modelling | May 16, 2014 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Composition based oxidation state prediction of materials using deep learning | Nov 29, 2022 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Less is More: Task-aware Layer-wise Distillation for Language Model Compression | Oct 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |