| A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings | Oct 2, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet Information | Oct 1, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| What confuses BERT? Linguistic Evaluation of Sentiment Analysis on Telecom Customer Opinion | Oct 1, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| Identify Bilingual Patterns and Phrases from a Bilingual Sentence Pair | Oct 1, 2021 | Machine TranslationSentence | —Unverified | 0 |
| SoochowDS at ROCLING-2021 Shared Task: Text Sentiment Analysis Using BERT and LSTM | Oct 1, 2021 | Predictionregression | —Unverified | 0 |
| Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding | Oct 1, 2021 | SentenceSentence Classification | —Unverified | 0 |
| Unsupervised Multi-document Summarization for News Corpus with Key Synonyms and Contextual Embeddings | Oct 1, 2021 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| SCUDS at ROCLING-2021 Shared Task: Using Pretrained Model for Dimensional Sentiment Analysis Based on Sample Expansion Method | Oct 1, 2021 | PredictionSentence | —Unverified | 0 |
| Neural sentence embedding models for semantic similarity estimation in the biomedical domain | Oct 1, 2021 | ArticlesSemantic Similarity | CodeCode Available | 0 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 |
| A Review of Text Style Transfer using Deep Learning | Sep 30, 2021 | Deep LearningNatural Language Understanding | —Unverified | 0 |
| Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations | Sep 30, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 0 |
| Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications | Sep 30, 2021 | Sentence | —Unverified | 0 |
| Focused Contrastive Training for Test-based Constituency Analysis | Sep 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Analysing the Effect of Masking Length Distribution of MLM: An Evaluation Framework and Case Study on Chinese MRC Datasets | Sep 29, 2021 | Language ModellingMachine Reading Comprehension | —Unverified | 0 |
| PhaseFool: Phase-oriented Audio Adversarial Examples via Energy Dissipation | Sep 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Interpretable Semantic Role Relation Table for Supporting Facts Recognition of Reading Comprehension | Sep 29, 2021 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| Logic Pre-Training of Language Models | Sep 29, 2021 | Logical ReasoningMachine Reading Comprehension | —Unverified | 0 |
| Grounding Language Representation with Visual Object Information via Cross Modal Pretraining | Sep 29, 2021 | Grounded language learningObject | —Unverified | 0 |
| Isotropic Contextual Representations through Variational Regularization | Sep 29, 2021 | DecoderSentence | —Unverified | 0 |
| Self-supervised Discovery of Human Actons from Long Kinematic Videos | Sep 29, 2021 | Action UnderstandingSentence | —Unverified | 0 |
| Constituency Tree Representation for Argument Unit Recognition | Sep 29, 2021 | Sentence | —Unverified | 0 |
| OUMG: Objective and Universal Metric for Text Generation with Guiding Ability | Sep 29, 2021 | SentenceStory Generation | —Unverified | 0 |
| Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention | Sep 29, 2021 | FairnessRepresentation Learning | —Unverified | 0 |
| Cross-Architecture Distillation Using Bidirectional CMOW Embeddings | Sep 29, 2021 | Linguistic AcceptabilityQQP | —Unverified | 0 |
| Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval | Sep 29, 2021 | Graph EmbeddingImage Retrieval | —Unverified | 0 |
| Non-Autoregressive Models are Better Multilingual Translators | Sep 29, 2021 | DecoderMachine Translation | —Unverified | 0 |
| SeqPATE: Differentially Private Text Generation via Knowledge Distillation | Sep 29, 2021 | Knowledge DistillationSentence | —Unverified | 0 |
| FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition | Sep 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Visually Grounded Concept Composition | Sep 29, 2021 | Sentence | —Unverified | 0 |
| Contrastive Video-Language Segmentation | Sep 29, 2021 | Contrastive LearningRelation | —Unverified | 0 |
| Multilingual Fact Linking | Sep 29, 2021 | Re-RankingRetrieval | CodeCode Available | 0 |
| Text Simplification for Comprehension-based Question-Answering | Sep 28, 2021 | Machine TranslationQuestion Answering | CodeCode Available | 0 |
| Template-free Prompt Tuning for Few-shot NER | Sep 28, 2021 | Few-Shot LearningFew-shot NER | CodeCode Available | 1 |
| What to Prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development | Sep 28, 2021 | Active LearningSentence | —Unverified | 0 |
| CIDEr-R: Robust Consensus-based Image Description Evaluation | Sep 28, 2021 | DescriptiveImage Description | —Unverified | 0 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| Translating from Morphologically Complex Languages: A Paraphrase-Based Approach | Sep 27, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Multi-Task and Multi-Corpora Training Strategies to Enhance Argumentative Sentence Linking Performance | Sep 27, 2021 | Sentence | CodeCode Available | 0 |
| DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings | Sep 26, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Parallel Refinements for Lexically Constrained Text Generation with BART | Sep 26, 2021 | DecoderDiversity | CodeCode Available | 1 |
| Improved statistical machine translation using monolingual paraphrases | Sep 25, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Language Model Priming for Cross-Lingual Event Extraction | Sep 25, 2021 | Event ExtractionLanguage Modeling | —Unverified | 0 |
| Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference | Sep 24, 2021 | Mixture-of-ExpertsSentence | —Unverified | 0 |
| Indirectly Supervised English Sentence Break Prediction Using Paragraph Break Probability Estimates | Sep 24, 2021 | Sentence | —Unverified | 0 |
| SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction | Sep 24, 2021 | Data AugmentationDocument-level Relation Extraction | CodeCode Available | 1 |
| End-to-End Dense Video Grounding via Parallel Regression | Sep 23, 2021 | regressionSentence | —Unverified | 0 |
| Self-supervised Learning for Semi-supervised Temporal Language Grounding | Sep 23, 2021 | Contrastive LearningPseudo Label | —Unverified | 0 |
| Dependency Structure for News Document Summarization | Sep 23, 2021 | Dependency ParsingDocument Summarization | —Unverified | 0 |