| Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation | Aug 24, 2024 | DiversitySentence | CodeCode Available | 1 | 5 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 | 5 |
| BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithm | Dec 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark | Jul 15, 2021 | Few-Shot LearningMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 | 5 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs | Jul 5, 2020 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 | 5 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 | 5 |
| Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning | Sep 10, 2021 | Continual PretrainingContrastive Learning | CodeCode Available | 1 | 5 |
| FinEAS: Financial Embedding Analysis of Sentiment | Oct 31, 2021 | SentenceSentence Embeddings | CodeCode Available | 1 | 5 |
| Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models | Mar 29, 2021 | Backdoor AttackData Poisoning | CodeCode Available | 1 | 5 |
| BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis | Mar 22, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 | 5 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-classification | CodeCode Available | 1 | 5 |
| Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning | May 17, 2022 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Fine-tuning Whisper on Low-Resource Languages for Real-World Applications | Dec 20, 2024 | FormSentence | CodeCode Available | 1 | 5 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Aspect Sentiment Triplet Extraction Using Reinforcement Learning | Aug 13, 2021 | Aspect Sentiment Triplet Extractionreinforcement-learning | CodeCode Available | 1 | 5 |
| Aspect-specific Context Modeling for Aspect-based Sentiment Analysis | Jul 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| A Closer Look at Machine Unlearning for Large Language Models | Oct 10, 2024 | DiversityMachine Unlearning | CodeCode Available | 1 | 5 |
| Beyond One-to-One: Rethinking the Referring Image Segmentation | Aug 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| Frustratingly Easy Label Projection for Cross-lingual Transfer | Nov 28, 2022 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| BHAAV- A Text Corpus for Emotion Analysis from Hindi Stories | Oct 9, 2019 | Emotion RecognitionSentence | CodeCode Available | 1 | 5 |
| Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations | Oct 29, 2022 | ClusteringSentence | CodeCode Available | 1 | 5 |
| ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations | May 1, 2020 | Sentence | CodeCode Available | 1 | 5 |
