| Natural Language and Spatial Rules | Nov 28, 2021 | Sentence | —Unverified | 0 |
| An analysis of document graph construction methods for AMR summarization | Nov 27, 2021 | graph constructionSentence | —Unverified | 0 |
| Simple Contrastive Representation Adversarial Learning for NLP Tasks | Nov 26, 2021 | Contrastive LearningNatural Language Understanding | —Unverified | 0 |
| PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling | Nov 24, 2021 | Self-Supervised LearningSentence | CodeCode Available | 0 |
| S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding | Nov 23, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| 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 |
| 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 |
| Sentence-Level Discourse Parsing as Text-to-Text Generation | Nov 16, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| Effective Unsupervised Constrained Text Generation based on Perturbed Masking | Nov 16, 2021 | PositionSentence | —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 |
| Sentence-level Privacy for Document Embeddings | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation | Nov 16, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| RoMe: A Robust Metric for Evaluating Natural Language Generation | Nov 16, 2021 | Natural Language UnderstandingSemantic Similarity | —Unverified | 0 |
| NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction | Nov 16, 2021 | Entity LinkingLanguage Modeling | —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 |
| Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets | Nov 16, 2021 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Co-training an Unsupervised Constituency Parser with Weak Supervision | Nov 16, 2021 | Inductive BiasSentence | —Unverified | 0 |
| Sequence-to-sequence AMR Parsing with Ancestor Information | Nov 16, 2021 | AMR ParsingDecoder | —Unverified | 0 |
| CONJR: Conjunctive Sentence Splitter without Parsing | Nov 16, 2021 | Boundary DetectionSentence | —Unverified | 0 |
| DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction | Nov 16, 2021 | Document-level Event ExtractionEvent Extraction | —Unverified | 0 |
| Clause Attention based on Signal Words Division | Nov 16, 2021 | NERNMT | —Unverified | 0 |
| A Novel End-to-End CAPT System for L2 Children Learners | Nov 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Composing Structure-Aware Batches for Pairwise Sentence Classification | Nov 16, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| Looking Into the Black Box - How Are Idioms Processed in BERT? | Nov 16, 2021 | SentenceWord Embeddings | —Unverified | 0 |
| Few-shot Controllable Style Transfer for Low-Resource Multilinugal Settings | Nov 16, 2021 | AttributeSentence | —Unverified | 0 |
| Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval | Nov 16, 2021 | Contrastive LearningPassage Retrieval | —Unverified | 0 |
| A Structure-Aware Argument Encoder for Literature Discourse Analysis | Nov 16, 2021 | PositionRepresentation Learning | —Unverified | 0 |
| Few-Shot Named Entity Recognition with Biaffine Span Representation | Nov 16, 2021 | Few-shot NERNamed Entity Recognition | —Unverified | 0 |
| Few-shot Named Entity Recognition with Joint Token and Sentence Awareness | Nov 16, 2021 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| A Natural Diet: Towards Improving Naturalness of Machine Translation Output | Nov 16, 2021 | DiversityMachine Translation | —Unverified | 0 |
| Class Embeddings for Improved Out-of-Scope Detection in Intent Classification | Nov 16, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Pre-training Pre-trained Models with Auxiliary Labels and Fine-tuning for Text Classification | Nov 16, 2021 | ClassificationSentence | —Unverified | 0 |
| Structure Representation Learning by Jointly Learning to Pool and Represent | Nov 16, 2021 | ClassificationGraph Classification | —Unverified | 0 |
| DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions | Nov 16, 2021 | Sentence | —Unverified | 0 |
| Learning Disentangled Representations in Natural Language Definitions with Semantic Role Labeling Supervision | Nov 16, 2021 | DisentanglementSemantic Role Labeling | —Unverified | 0 |
| Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents | Nov 16, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Perturbation-based Self-supervised Attention for Text Classification | Nov 16, 2021 | ClassificationSentence | —Unverified | 0 |
| How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks | Nov 16, 2021 | feature selectionSentence | —Unverified | 0 |
| AmbiPun : Generating Humorous Puns with Ambiguous Context | Nov 16, 2021 | Reverse DictionarySentence | —Unverified | 0 |
| Challenges for Open-domain Targeted Sentiment Analysis | Nov 16, 2021 | SentenceSentiment Analysis | —Unverified | 0 |
| An Empirical Study of Document-to-document Neural Machine Translation | Nov 16, 2021 | Document TranslationMachine Translation | —Unverified | 0 |
| Evidence Decomposition Graph Network for Fact Verification | Nov 16, 2021 | Fact VerificationSentence | —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 |