| Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles | Dec 20, 2016 | Constituency ParsingDependency Parsing | CodeCode Available | 0 |
| Shall We Trust All Relational Tuples by Open Information Extraction? A Study on Speculation Detection | May 7, 2023 | AllOpen Information Extraction | CodeCode Available | 0 |
| Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection | Mar 22, 2017 | Change DetectionSentence | CodeCode Available | 0 |
| CharNER: Character-Level Named Entity Recognition | Dec 1, 2016 | DecoderFeature Engineering | CodeCode Available | 0 |
| Representation of linguistic form and function in recurrent neural networks | Feb 29, 2016 | FormLanguage Modeling | CodeCode Available | 0 |
| Attend to You: Personalized Image Captioning with Context Sequence Memory Networks | Apr 21, 2017 | DescriptiveImage Captioning | CodeCode Available | 0 |
| Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science | Oct 11, 2017 | Sentence | CodeCode Available | 0 |
| DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations | Sep 29, 2024 | Literature Miningnamed-entity-recognition | CodeCode Available | 0 |
| Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders | Sep 25, 2020 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation | Oct 30, 2019 | Few-Shot LearningSentence | CodeCode Available | 0 |
| Hierarchical Text Generation and Planning for Strategic Dialogue | Dec 15, 2017 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Text Segmentation for Medieval Manuscripts | Dec 1, 2020 | Hierarchical Text SegmentationSegmentation | CodeCode Available | 0 |
| Difficulty-Aware Machine Translation Evaluation | Jul 30, 2021 | Machine TranslationSentence | CodeCode Available | 0 |
| A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer | Jun 5, 2019 | SentenceStyle Transfer | CodeCode Available | 0 |
| Character-level Intra Attention Network for Natural Language Inference | Jul 24, 2017 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models | Oct 23, 2023 | MisinformationSentence | CodeCode Available | 0 |
| Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution | Sep 21, 2016 | Authorship AttributionSentence | CodeCode Available | 0 |
| ParaLS: Lexical Substitution via Pretrained Paraphraser | May 14, 2023 | Sentence | CodeCode Available | 0 |
| Parameter-Efficient Transformer Embeddings | May 4, 2025 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Span-based Joint Entity and Relation Extraction with Transformer Pre-training | Sep 17, 2019 | Joint Entity and Relation ExtractionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge | Jul 22, 2021 | Sentence | CodeCode Available | 0 |
| Semi-Supervised Sequence Modeling with Cross-View Training | Sep 22, 2018 | CCG SupertaggingDependency Parsing | CodeCode Available | 0 |
| Representing Meaning with a Combination of Logical and Distributional Models | May 26, 2015 | Knowledge Base ConstructionLexical Entailment | CodeCode Available | 0 |
| Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts | Sep 15, 2018 | Abstractive Dialogue SummarizationAbstractive Text Summarization | CodeCode Available | 0 |
| Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People | Jun 6, 2024 | Sentence | CodeCode Available | 0 |
