| DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms | Mar 5, 2025 | Sentence | CodeCode Available | 0 | 5 |
| Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues | Nov 20, 2022 | Emotion RecognitionNatural Language Understanding | CodeCode Available | 0 | 5 |
| Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text | Oct 2, 2024 | Sentence | CodeCode Available | 0 | 5 |
| Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Sep 13, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling | Oct 1, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Explicit Alignment Objectives for Multilingual Bidirectional Encoders | Oct 15, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 0 | 5 |
| Aspect-based Sentiment Analysis in Question Answering Forums | Nov 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| CoNFET: An English Sentence to Emojis Translation Algorithm | Jan 6, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 0 | 5 |
| Cone: Unsupervised Contrastive Opinion Extraction | May 8, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Biomedical Event Trigger Identification Using Bidirectional Recurrent Neural Network Based Models | May 26, 2017 | Event ExtractionSentence | CodeCode Available | 0 | 5 |
| Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! | Feb 19, 2024 | Sentence | CodeCode Available | 0 | 5 |
| Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks | Apr 9, 2021 | Natural Language InferenceParaphrase Identification | CodeCode Available | 0 | 5 |
| Do RNNs learn human-like abstract word order preferences? | Nov 5, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Explicit Document Modeling through Weighted Multiple-Instance Learning | Feb 17, 2017 | Multiple Instance LearningSentence | CodeCode Available | 0 | 5 |
| Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification | Oct 27, 2019 | ArticlesFeature Engineering | CodeCode Available | 0 | 5 |
| ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining | Oct 14, 2022 | ClassificationNatural Language Inference | CodeCode Available | 0 | 5 |
| A Methodology and Software Architecture to Support Explainability-by-Design | Jun 13, 2022 | Decision MakingSentence | CodeCode Available | 0 | 5 |
| Explainability of Speech Recognition Transformers via Gradient-based Attention Visualization | Jun 2, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Quantifying Semantic Emergence in Language Models | May 21, 2024 | In-Context LearningInformativeness | CodeCode Available | 0 | 5 |
| BioSentVec: creating sentence embeddings for biomedical texts | Oct 22, 2018 | ArticlesBenchmarking | CodeCode Available | 0 | 5 |
| Adversarial Learning on the Latent Space for Diverse Dialog Generation | Nov 10, 2019 | Sentence | CodeCode Available | 0 | 5 |
| A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces | May 29, 2023 | ObjectPosition | CodeCode Available | 0 | 5 |
| BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels | Oct 11, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| Explainable and Discourse Topic-aware Neural Language Understanding | Jun 18, 2020 | Document ClassificationLanguage Modeling | CodeCode Available | 0 | 5 |
| Aspect-augmented Adversarial Networks for Domain Adaptation | Jan 1, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 0 | 5 |
