| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 |
| AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages | Nov 7, 2022 | Active LearningLanguage Modeling | CodeCode Available | 1 |
| Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach | Nov 7, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction | Nov 4, 2022 | Fraud DetectionKnowledge Graph Completion | CodeCode Available | 1 |
| Fine-Tuning Language Models via Epistemic Neural Networks | Nov 3, 2022 | Active LearningLanguage Modeling | CodeCode Available | 1 |
| Contextual information integration for stance detection via cross-attention | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LMentry: A Language Model Benchmark of Elementary Language Tasks | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5 | Nov 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control | Oct 31, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| L-GreCo: Layerwise-Adaptive Gradient Compression for Efficient and Accurate Deep Learning | Oct 31, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Differentiable Data Augmentation for Contrastive Sentence Representation Learning | Oct 29, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| RoChBert: Towards Robust BERT Fine-tuning for Chinese | Oct 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion | Oct 28, 2022 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Truncation Sampling as Language Model Desmoothing | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Will we run out of data? Limits of LLM scaling based on human-generated data | Oct 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| N-gram Is Back: Residual Learning of Neural Text Generation with n-gram Language Model | Oct 26, 2022 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning | Oct 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe | Oct 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction | Oct 25, 2022 | AllClick-Through Rate Prediction | CodeCode Available | 1 |
| Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing | Oct 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
