| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | CodeCode Available | 1 |
| Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks | Jan 5, 2025 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks | Nov 28, 2024 | BenchmarkingNatural Language Inference | —Unverified | 0 |
| Cyber-Attack Technique Classification Using Two-Stage Trained Large Language Models | Nov 27, 2024 | ClassificationSentence | CodeCode Available | 3 |
| Multi-label Sequential Sentence Classification via Large Language Model | Nov 23, 2024 | Contrastive LearningExtractive Summarization | CodeCode Available | 1 |
| Analyzing the Evolution of Graphs and Texts | Nov 9, 2024 | Representation LearningSentence Classification | —Unverified | 0 |
| Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers | Aug 6, 2024 | Classificationregression | —Unverified | 0 |
| Constructing the CORD-19 Vaccine Dataset | Jul 26, 2024 | Question AnsweringSentence | —Unverified | 0 |
| Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning | Jul 24, 2024 | Anomaly DetectionIn-Context Learning | CodeCode Available | 0 |
| MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models | Jul 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models | Jun 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets | May 18, 2024 | SentenceSentence Classification | CodeCode Available | 0 |
| Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024 | Apr 23, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-Granularity Guided Fusion-in-Decoder | Apr 3, 2024 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning | Mar 30, 2024 | ArticlesClustering | —Unverified | 0 |
| Neural Architecture Search for Sentence Classification with BERT | Mar 27, 2024 | AutoMLClassification | CodeCode Available | 0 |
| Task-Agnostic Detector for Insertion-Based Backdoor Attacks | Mar 25, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights | Mar 6, 2024 | Boundary DetectionSentence | CodeCode Available | 0 |
| How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning | Feb 5, 2024 | In-Context LearningMetric Learning | CodeCode Available | 2 |
| Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications | Feb 2, 2024 | SentenceSentence Classification | —Unverified | 0 |
| LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts | Jan 29, 2024 | SentenceSentence Classification | —Unverified | 0 |
| Do We Need Language-Specific Fact-Checking Models? The Case of Chinese | Jan 27, 2024 | Evidence SelectionFact Checking | —Unverified | 0 |
| Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening | Jan 16, 2024 | Decision MakingSentence | —Unverified | 0 |
| SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification | Dec 11, 2023 | ClassificationSentence | —Unverified | 0 |
| Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains | Nov 15, 2023 | counterfactualSentence | CodeCode Available | 0 |
