| Hierarchical Modular Network for Video Captioning | Nov 24, 2021 | Representation LearningSentence | CodeCode Available | 1 |
| S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding | Nov 23, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Vector Space Semantics for Lambek Calculus with Soft Subexponentials | Nov 22, 2021 | SentenceSentence Similarity | —Unverified | 0 |
| Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification | Nov 21, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| Building a Question Answering System for the Manufacturing Domain | Nov 19, 2021 | Decision MakingQuestion Answering | —Unverified | 0 |
| DVCFlow: Modeling Information Flow Towards Human-like Video Captioning | Nov 19, 2021 | Dense Video CaptioningDiversity | —Unverified | 0 |
| SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization | Nov 18, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN | Nov 18, 2021 | SentenceText Generation | —Unverified | 0 |
| MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System | Nov 17, 2021 | Sentence | —Unverified | 0 |
| High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics | Nov 17, 2021 | Machine TranslationSentence | —Unverified | 0 |
| High Quality Streaming Speech Synthesis with Low, Sentence-Length-Independent Latency | Nov 17, 2021 | CPUDecoder | —Unverified | 0 |
| DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation | Nov 17, 2021 | DiversityImage Generation | —Unverified | 0 |
| Is Cross-lingual Evaluation Only About Cross-lingual? | Nov 16, 2021 | RetrievalSentence | —Unverified | 0 |
| Improving Document-level Relation Extraction via Context Guided Mention Integration and Inter-pair Reasoning | Nov 16, 2021 | Document-level Relation ExtractionRelation | —Unverified | 0 |
| Inverse is Better! Fast and Accurate Prompt for Slot Tagging | Nov 16, 2021 | Few-Shot LearningPrediction | —Unverified | 0 |
| AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Structure Representation Learning by Jointly Learning to Pool and Represent | Nov 16, 2021 | ClassificationGraph Classification | —Unverified | 0 |
| Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification | Nov 16, 2021 | AllSentence | CodeCode Available | 0 |
| Evidence Decomposition Graph Network for Fact Verification | Nov 16, 2021 | Fact VerificationSentence | —Unverified | 0 |
| Hierarchical Recurrent Aggregative Generation for Few-Shot NLG | Nov 16, 2021 | SentenceText Generation | —Unverified | 0 |
| NSP-NER: A Prompt-based Learner for Few-shot NER Driven by Next Sentence Prediction | Nov 16, 2021 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| Can Rationalization Improve Robustness? | Nov 16, 2021 | Sentence | —Unverified | 0 |
| Enhancing Robustness of Pre-trained Language Model with Lexical Simplification | Nov 16, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation | Nov 16, 2021 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Seq2rel: A sequence-to-sequence-based approach for document-level relation extraction | Nov 16, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Predicate-Argument Based Bi-Encoder for Paraphrase Identification | Nov 16, 2021 | Paraphrase IdentificationSentence | —Unverified | 0 |
| PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Do Current Natural Language Inference Models Truly Understand Sentences? Insights from Simple Sentences | Nov 16, 2021 | Natural Language InferenceSentence | —Unverified | 0 |
| "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction | Nov 16, 2021 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Bidirectional Modeling for Simultaneous Neural Machine Translation | Nov 16, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation | Nov 16, 2021 | Data AugmentationResponse Generation | —Unverified | 0 |
| SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning | Nov 16, 2021 | Sentencevalid | —Unverified | 0 |
| Textual Entailment with Dynamic Contrastive Learning for Zero-shot NER | Nov 16, 2021 | Contrastive Learningnamed-entity-recognition | —Unverified | 0 |
| Discrete Wavelet Transform for Efficient Word Embeddings and Sentence Encoding | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| KESA: A Knowledge Enhanced Approach For Sentiment Analysis | Nov 16, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Topic Sentence Named Entity Recognition: A New Task with Its Dataset and Benchmarks | Nov 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Fine-grained video paragraph captioning via exploring object-centered internal and external knowledge | Nov 16, 2021 | Sentence | —Unverified | 0 |
| How do we answer complex questions: Discourse structure of long form answers | Nov 16, 2021 | Extractive SummarizationForm | —Unverified | 0 |
| Sentence-Level Discourse Parsing as Text-to-Text Generation | Nov 16, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| Leveraging Uni-Modal Self-Supervised Learning for Multimodal Audio-visual Speech Recognition | Nov 16, 2021 | Audio-Visual Speech RecognitionLanguage Modelling | —Unverified | 0 |
| Debiased Contrastive Learning of Unsupervised Sentence Representations | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Dataset for N-ary Relation Extraction of Drug Combinations | Nov 16, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Data-Driven Adaptive Simultaneous Machine Translation | Nov 16, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Data Augmentation with Sentence Recombination Method for Semi-supervised Text Classification | Nov 16, 2021 | Data AugmentationSemi-Supervised Text Classification | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Nov 16, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Learning Disentangled Representations in Natural Language Definitions with Semantic Role Labeling Supervision | Nov 16, 2021 | DisentanglementSemantic Role Labeling | —Unverified | 0 |
| Improving Unsupervised Sentence Simplification Using Fine-Tuned Masked Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NewsEdits: A Dataset of News Article Revision Histories and a Novel Approach to Document-Level Edit Reasoning | Nov 16, 2021 | ArticlesSentence | —Unverified | 0 |