| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification | Oct 1, 2022 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Boundary Detection and Categorization of Argument Aspects via Supervised Learning | Oct 1, 2022 | Argument MiningBoundary Detection | CodeCode Available | 0 |
| Effective Data Augmentation for Sentence Classification Using One VAE per Class | Oct 1, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| 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 |
| Method Entity Extraction from Biomedical Texts | Oct 1, 2022 | Dependency ParsingSentence | —Unverified | 0 |
| Multi-view and Cross-view Brain Decoding | Oct 1, 2022 | Brain DecodingImage Captioning | —Unverified | 0 |
| Multi-objective Representation Learning for Scientific Document Retrieval | Oct 1, 2022 | Representation LearningRetrieval | CodeCode Available | 0 |
| Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning | Oct 1, 2022 | Data AugmentationMachine Reading Comprehension | —Unverified | 0 |
| From Polarity to Intensity: Mining Morality from Semantic Space | Oct 1, 2022 | Sentence | —Unverified | 0 |
| Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature | Oct 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Topicalization in Language Models: A Case Study on Japanese | Oct 1, 2022 | PositionSentence | —Unverified | 0 |
| Semantic Sentence Matching via Interacting Syntax Graphs | Oct 1, 2022 | Graph MatchingSentence | —Unverified | 0 |
| Very Low Resource Sentence Alignment: Luhya and Swahili | Oct 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| BehanceMT: A Machine Translation Corpus for Livestreaming Video Transcripts | Oct 1, 2022 | ArticlesMachine Translation | —Unverified | 0 |
| DIFM:An effective deep interaction and fusion model for sentence matching | Oct 1, 2022 | Machine Reading ComprehensionNatural Language Inference | —Unverified | 0 |
| Shallow Discourse Parsing for Open Information Extraction and Text Simplification | Oct 1, 2022 | Discourse ParsingOpen Information Extraction | —Unverified | 0 |
| New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities | Oct 1, 2022 | Binary ClassificationSentence | CodeCode Available | 0 |
| DESED: Dialogue-based Explanation for Sentence-level Event Detection | Oct 1, 2022 | Dialogue GenerationEvent Detection | CodeCode Available | 0 |
| Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study | Oct 1, 2022 | SentenceText Summarization | —Unverified | 0 |
| Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation | Oct 1, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Towards Making the Most of Pre-trained Translation Model for Quality Estimation | Oct 1, 2022 | DenoisingLanguage Modeling | —Unverified | 0 |
| Dependency-aware Prototype Learning for Few-shot Relation Classification | Oct 1, 2022 | ClassificationFew-Shot Relation Classification | CodeCode Available | 0 |
| TMU NMT System with Automatic Post-Editing by Multi-Source Levenshtein Transformer for the Restricted Translation Task of WAT 2022 | Oct 1, 2022 | Automatic Post-EditingMachine Translation | —Unverified | 0 |
| Phrase-Level Localization of Inconsistency Errors in Summarization by Weak Supervision | Oct 1, 2022 | ARCSentence | —Unverified | 0 |
| Semantic Content Prediction for Generating Interviewing Dialogues to Elicit Users’ Food Preferences | Oct 1, 2022 | Dialogue GenerationRetrieval | —Unverified | 0 |
| Focus-Driven Contrastive Learning for Medical Question Summarization | Oct 1, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing | Oct 1, 2022 | Sentence | —Unverified | 0 |
| DCT-Centered Temporal Relation Extraction | Oct 1, 2022 | Multi-Task LearningRelation | —Unverified | 0 |
| Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning | Oct 1, 2022 | Metric LearningSentence | CodeCode Available | 0 |
| CXR Data Annotation and Classification with Pre-trained Language Models | Oct 1, 2022 | Sentence | —Unverified | 0 |
| Augmented Bio-SBERT: Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain | Oct 1, 2022 | Data AugmentationSentence | —Unverified | 0 |
| HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System | Oct 1, 2022 | Intent DetectionSentence | —Unverified | 0 |
| NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction | Oct 1, 2022 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering | Oct 1, 2022 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Coordination Generation via Synchronized Text-Infilling | Oct 1, 2022 | Data AugmentationSentence | —Unverified | 0 |
| NICT’s Submission to the WAT 2022 Structured Document Translation Task | Oct 1, 2022 | Document TranslationNMT | —Unverified | 0 |
| A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction | Oct 1, 2022 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation | Oct 1, 2022 | Data AugmentationMachine Translation | —Unverified | 0 |
| A Structure-Aware Argument Encoder for Literature Discourse Analysis | Oct 1, 2022 | PositionRepresentation Learning | CodeCode Available | 0 |
| SNLP at TextGraphs 2022 Shared Task: Unsupervised Natural Language Premise Selection in Mathematical Texts Using Sentence-MPNet | Oct 1, 2022 | Mathematical ProofsSemantic Similarity | —Unverified | 0 |
| Position Offset Label Prediction for Grammatical Error Correction | Oct 1, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| Improving Non-Autoregressive Neural Machine Translation via Modeling Localness | Oct 1, 2022 | DecoderMachine Translation | —Unverified | 0 |
| Unsupervised Partial Sentence Matching for Cited Text Identification | Oct 1, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| Multi-Perspective Document Revision | Oct 1, 2022 | Grammatical Error CorrectionRelation Classification | —Unverified | 0 |
| Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation | Oct 1, 2022 | Domain AdaptationMachine Translation | CodeCode Available | 0 |
| Multi Perspective Scientific Document Summarization With Graph Attention Networks (GATS) | Oct 1, 2022 | Document SummarizationExtractive Text Summarization | —Unverified | 0 |
| Construction and Evaluation of a Self-Attention Model for Semantic Understanding of Sentence-Final Particles | Oct 1, 2022 | Sentence | —Unverified | 0 |