Developing a Chatbot system using Deep Learning based for Universities consultancy Feb 28, 2022 Chatbot Deep Learning
Code Code Available 5 From Small to Large Language Models: Revisiting the Federalist Papers Feb 25, 2025 Authorship Attribution Dimensionality Reduction
Code Code Available 5 Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification Jun 1, 2018 General Classification Sentiment Analysis
Code Code Available 5 Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models Jun 13, 2024 Active Learning Classification
Code Code Available 5 Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification Nov 1, 2021 text-classification Text Classification
Code Code Available 5 BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification Apr 5, 2021 Decision Making General Classification
Code Code Available 5 BCH-NLP at BioCreative VII Track 3: medications detection in tweets using transformer networks and multi-task learning Nov 26, 2021 All Data Augmentation
Code Code Available 5 Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification Aug 26, 2018 Classification General Classification
Code Code Available 5 Dialogue Quality and Emotion Annotations for Customer Support Conversations Nov 23, 2023 Benchmarking Diversity
Code Code Available 5 Dict2vec : Learning Word Embeddings using Lexical Dictionaries Sep 1, 2017 General Classification Knowledge Graphs
Code Code Available 5 Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available 5 Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available 5 Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Oct 13, 2022 Language Modeling Language Modelling
Code Code Available 5 Differential equation and probability inspired graph neural networks for latent variable learning Feb 28, 2022 Stock Prediction text-classification
Code Code Available 5 FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
Code Code Available 5 Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mar 2, 2023 Extractive Question-Answering Incremental Learning
Code Code Available 5 Can BERT eat RuCoLA? Topological Data Analysis to Explain Apr 4, 2023 CoLA Linguistic Acceptability
Code Code Available 5 FLAG: Financial Long Document Classification via AMR-based GNN Oct 2, 2024 Abstract Meaning Representation Document Classification
Code Code Available 5 SepLL: Separating Latent Class Labels from Weak Supervision Noise Oct 25, 2022 text-classification Text Classification
Code Code Available 5 Calibrated SVM for Probabilistic Classification of In-Vehicle Voices into Vehicle Commands via Voice-to-Text LLM Transformation Jun 28, 2024 Speech-to-Text text-classification
Code Code Available 5 Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks Mar 12, 2016 Classification General Classification
Code Code Available 5 Shifting from endangerment to rebirth in the Artificial Intelligence Age: An Ensemble Machine Learning Approach for Hawrami Text Classification Sep 25, 2024 Articles Classification
Code Code Available 5 Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance Feb 20, 2024 In-Context Learning Language Modeling
Code Code Available 5 FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP Jun 1, 2019 Chunking Named Entity Recognition (NER)
Code Code Available 5 FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification May 1, 2022 Abstractive Text Summarization Classification
Code Code Available 5 CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction Jul 4, 2018 Articles Prediction
Code Code Available 5 Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation Jun 18, 2024 Computational Efficiency Data Augmentation
Code Code Available 5 Fine-grained domain classification of text using TERMIUM Plus Sep 1, 2017 Classification domain classification
Code Code Available 5 Few-Shot Text Classification with Pre-Trained Word Embeddings and a Human in the Loop Apr 5, 2018 Few-Shot Learning Few-Shot Text Classification
Code Code Available 5 An Approach for Process Model Extraction By Multi-Grained Text Classification May 16, 2019 General Classification Management
Code Code Available 5 Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers May 11, 2022 Classification text-classification
Code Code Available 5 FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available 5 Robust Text Classifier on Test-Time Budgets Aug 24, 2018 General Classification text-classification
Code Code Available 5 Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available 5 FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available 5 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus May 20, 2024 Machine Translation Natural Language Inference
Code Code Available 5 Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces Oct 1, 2018 General Classification Multi-Label Classification
Code Code Available 5 Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available 5 Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available 5 Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available 5 Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs Jan 30, 2024 Sentiment Analysis Sentiment Classification
Code Code Available 5 Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization Mar 8, 2025 Graph Classification text-classification
Code Code Available 5 Fake News Detection: a comparison between available Deep Learning techniques in vector space Feb 18, 2021 Fake News Detection text-classification
Code Code Available 5 BP-Transformer: Modelling Long-Range Context via Binary Partitioning Nov 11, 2019 Language Modeling Language Modelling
Code Code Available 5 Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia Feb 12, 2021 Classification General Classification
Code Code Available 5 Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available 5 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available 5 Extracting Outcomes from Appellate Decisions in US State Courts Dec 9, 2020 Attribute Extraction legal outcome extraction
Code Code Available 5 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning Jan 16, 2025 Contrastive Learning Graph Learning
Code Code Available 5 Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification Dec 8, 2023 Classification Few-Shot Text Classification
Code Code Available 5 