| Topicalization in Language Models: A Case Study on Japanese | Oct 1, 2022 | PositionSentence | —Unverified | 0 |
| A Structure-Aware Argument Encoder for Literature Discourse Analysis | Oct 1, 2022 | PositionRepresentation Learning | CodeCode Available | 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 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| RSGT: Relational Structure Guided Temporal Relation Extraction | Oct 1, 2022 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models | Oct 1, 2022 | Data AugmentationDiagnostic | —Unverified | 0 |
| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| How about Time? Probing a Multilingual Language Model for Temporal Relations | Oct 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Content Prediction for Generating Interviewing Dialogues to Elicit Users’ Food Preferences | Oct 1, 2022 | Dialogue GenerationRetrieval | —Unverified | 0 |
| Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification | Oct 1, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing | Oct 1, 2022 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification | Oct 1, 2022 | ClassificationSentence | —Unverified | 0 |
| Multi-Perspective Document Revision | Oct 1, 2022 | Grammatical Error CorrectionRelation Classification | —Unverified | 0 |
| Comparative Graph-based Summarization of Scientific Papers Guided by Comparative Citations | Oct 1, 2022 | ArticlesSentence | —Unverified | 0 |
| From Polarity to Intensity: Mining Morality from Semantic Space | Oct 1, 2022 | Sentence | —Unverified | 0 |
| Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension | Oct 1, 2022 | SentenceWord Sense Disambiguation | CodeCode Available | 0 |
| Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing | Oct 1, 2022 | Code GenerationKnowledge Distillation | —Unverified | 0 |
| 基于强化学习的古今汉语句子对齐研究(Research on Sentence Alignment of Ancient and Modern Chinese based on Reinforcement Learning) | Oct 1, 2022 | Sentence | —Unverified | 0 |
| 基于相似度进行句子选择的机器阅读理解数据增强(Machine reading comprehension data Augmentation for sentence selection based on similarity) | Oct 1, 2022 | Data AugmentationMachine Reading Comprehension | —Unverified | 0 |
| DIFM:An effective deep interaction and fusion model for sentence matching | Oct 1, 2022 | Machine Reading ComprehensionNatural Language Inference | —Unverified | 0 |
| Towards Making the Most of Pre-trained Translation Model for Quality Estimation | Oct 1, 2022 | DenoisingLanguage Modeling | —Unverified | 0 |
| ConIsI: A Contrastive Framework with Inter-sentence Interaction for Self-supervised Sentence Representation | Oct 1, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| 句式结构树库的自动构建研究(Automatic Construction of Sentence Pattern Structure Treebank) | Oct 1, 2022 | Sentence | —Unverified | 0 |
| Construction and Evaluation of a Self-Attention Model for Semantic Understanding of Sentence-Final Particles | Oct 1, 2022 | Sentence | —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 |
| Few-shot Text Classification with Dual Contrastive Consistency | Sep 29, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0 | Sep 29, 2022 | SentenceSpeech Synthesis | CodeCode Available | 1 |
| ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation | Sep 29, 2022 | Response GenerationSentence | —Unverified | 0 |
| Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition | Sep 29, 2022 | Sentence | CodeCode Available | 0 |
| EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding | Sep 29, 2022 | 3D visual groundingObject | CodeCode Available | 1 |
| Multi-stage Information Retrieval for Vietnamese Legal Texts | Sep 29, 2022 | Information RetrievalRetrieval | —Unverified | 0 |
| Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts | Sep 29, 2022 | ArticlesBias Detection | CodeCode Available | 1 |
| COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization | Sep 29, 2022 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| CEFER: A Four Facets Framework based on Context and Emotion embedded features for Implicit and Explicit Emotion Recognition | Sep 28, 2022 | Emotion RecognitionSentence | —Unverified | 0 |
| Effective General-Domain Data Inclusion for the Machine Translation Task by Vanilla Transformers | Sep 28, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image Generation | Sep 28, 2022 | AttributeImage Generation | —Unverified | 0 |
| Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric | Sep 27, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| Regularized Contrastive Learning of Semantic Search | Sep 27, 2022 | Contrastive LearningRetrieval | —Unverified | 0 |
| DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking | Sep 27, 2022 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| Knowledge Representation for Conceptual, Motivational, and Affective Processes in Natural Language Communication | Sep 26, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Word to Sentence Visual Semantic Similarity for Caption Generation: Lessons Learned | Sep 26, 2022 | Caption GenerationSemantic Similarity | —Unverified | 0 |
| Text Summarization with Oracle Expectation | Sep 26, 2022 | Extractive SummarizationSentence | CodeCode Available | 1 |
| Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding | Sep 26, 2022 | BenchmarkingNatural Language Queries | CodeCode Available | 0 |
| Faith: An Efficient Framework for Transformer Verification on GPUs | Sep 23, 2022 | GPUSentence | CodeCode Available | 0 |
| Learning Disentangled Representations for Natural Language Definitions | Sep 22, 2022 | DisentanglementSentence | —Unverified | 0 |
| An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning | Sep 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Efficient Few-Shot Learning Without Prompts | Sep 22, 2022 | Few-Shot LearningFew-Shot Text Classification | CodeCode Available | 4 |
| Learning to Write with Coherence From Negative Examples | Sep 22, 2022 | DecoderNatural Language Inference | —Unverified | 0 |
| Recipe Generation from Unsegmented Cooking Videos | Sep 21, 2022 | Dense Video CaptioningRecipe Generation | —Unverified | 0 |