| RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression | May 30, 2022 | Deep imbalanced regressionInductive Bias | CodeCode Available | 1 | 5 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity | Sep 7, 2020 | Machine TranslationSemantic Similarity | CodeCode Available | 1 | 5 |
| Parameter-Efficient Transformer Embeddings | May 4, 2025 | Natural Language InferenceSentence | CodeCode Available | 0 | 5 |
| Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity | Nov 1, 2021 | Auxiliary LearningMRPC | CodeCode Available | 0 | 5 |
| Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity | Apr 2, 2024 | Abstract Meaning RepresentationFact Checking | CodeCode Available | 0 | 5 |
| Semantic similarity prediction is better than other semantic similarity measures | Sep 22, 2023 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Unsupervised hard Negative Augmentation for contrastive learning | Jan 5, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning | Oct 16, 2020 | Contrastive LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English | Mar 28, 2022 | Cultural Vocal Bursts Intensity PredictionLanguage Modeling | —Unverified | 0 | 0 |
| Noisy Text Data: Achilles' Heel of BERT | Mar 29, 2020 | Sentiment AnalysisSST-2 | —Unverified | 0 | 0 |
| Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models | Jan 8, 2024 | CoLAMRPC | —Unverified | 0 | 0 |
| Span-Aggregatable, Contextualized Word Embeddings for Effective Phrase Mining | May 12, 2024 | RetrievalSentence | —Unverified | 0 | 0 |
| Exploring Activation Patterns of Parameters in Language Models | May 28, 2024 | STSSTS-B | —Unverified | 0 | 0 |
| Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks | Oct 8, 2020 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Noisy Text Data: Achilles’ Heel of BERT | Nov 1, 2020 | Sentiment AnalysisSST-2 | —Unverified | 0 | 0 |
| An Automatic and Efficient BERT Pruning for Edge AI Systems | Jun 21, 2022 | CPUModel Compression | —Unverified | 0 | 0 |
