| A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks | Oct 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Narrative Text Generation with a Latent Discrete Plan | Oct 7, 2020 | DecoderSentence | CodeCode Available | 0 |
| VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks | Oct 7, 2020 | Dependency ParsingSentence | CodeCode Available | 1 |
| DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling | Oct 7, 2020 | Knowledge DistillationQuestion Answering | —Unverified | 0 |
| Unsupervised Parsing via Constituency Tests | Oct 7, 2020 | Sentence | —Unverified | 0 |
| Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction | Oct 7, 2020 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision | Oct 7, 2020 | Decision MakingSentence | CodeCode Available | 0 |
| COD3S: Diverse Generation with Discrete Semantic Signatures | Oct 6, 2020 | DiversitySemantic Textual Similarity | CodeCode Available | 0 |
| A Review on Fact Extraction and Verification | Oct 6, 2020 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Neural Speech Synthesis for Estonian | Oct 6, 2020 | SentenceSpeech Synthesis | —Unverified | 0 |
| Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis | Oct 6, 2020 | Aspect Category Sentiment AnalysisMulti-Label Learning | CodeCode Available | 1 |
| Semantically Driven Sentence Fusion: Modeling and Evaluation | Oct 6, 2020 | SentenceSentence Fusion | CodeCode Available | 1 |
| On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers | Oct 6, 2020 | Sentence | —Unverified | 0 |
| Detecting Attackable Sentences in Arguments | Oct 6, 2020 | BIG-bench Machine LearningSentence | CodeCode Available | 0 |
| Adversarial Grammatical Error Correction | Oct 6, 2020 | Grammatical Error CorrectionMachine Translation | —Unverified | 0 |
| Swiss Parliaments Corpus, an Automatically Aligned Swiss German Speech to Standard German Text Corpus | Oct 6, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation | Oct 6, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| DaNetQA: a yes/no Question Answering Dataset for the Russian Language | Oct 6, 2020 | Question AnsweringSentence | —Unverified | 0 |
| SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy | Oct 6, 2020 | DiversityDocument Summarization | CodeCode Available | 0 |
| QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines | Oct 6, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 0 |
| A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis | Oct 6, 2020 | Aspect Category Sentiment AnalysisDecoder | CodeCode Available | 0 |
| StyleDGPT: Stylized Response Generation with Pre-trained Language Models | Oct 6, 2020 | Response GenerationSentence | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| Stepwise Extractive Summarization and Planning with Structured Transformers | Oct 6, 2020 | Extractive SummarizationSentence | CodeCode Available | 0 |
| An Ensemble Approach for Automatic Structuring of Radiology Reports | Oct 5, 2020 | Sentence | —Unverified | 0 |
| PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation | Oct 5, 2020 | SentenceText Generation | —Unverified | 0 |
| Investigating representations of verb bias in neural language models | Oct 5, 2020 | Sentence | CodeCode Available | 0 |
| A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning | Oct 5, 2020 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Linguistic Profiling of a Neural Language Model | Oct 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent | Oct 5, 2020 | Sentence | CodeCode Available | 0 |
| Second-Order NLP Adversarial Examples | Oct 5, 2020 | Adversarial AttackSemantic Similarity | CodeCode Available | 0 |
| On Losses for Modern Language Models | Oct 4, 2020 | Language ModellingPrediction | CodeCode Available | 1 |
| Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks | Oct 4, 2020 | Aspect Category DetectionAspect Category Sentiment Analysis | CodeCode Available | 1 |
| Local Additivity Based Data Augmentation for Semi-supervised NER | Oct 4, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning | Oct 4, 2020 | Dialogue GenerationInformativeness | —Unverified | 0 |
| Meta Sequence Learning for Generating Adequate Question-Answer Pairs | Oct 4, 2020 | Multiple-choicenamed-entity-recognition | —Unverified | 0 |
| Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network | Oct 4, 2020 | Graph Neural NetworkReview Generation | CodeCode Available | 1 |
| Adversarial Attack and Defense of Structured Prediction Models | Oct 4, 2020 | Adversarial AttackDependency Parsing | CodeCode Available | 1 |
| Paragraph-level Commonsense Transformers with Recurrent Memory | Oct 4, 2020 | SentenceWorld Knowledge | CodeCode Available | 1 |
| Static and Animated 3D Scene Generation from Free-form Text Descriptions | Oct 4, 2020 | DecoderForm | CodeCode Available | 1 |
| SemSeq4FD: Integrating global semantic relationship and local sequential order to enhance text representation for fake news detection | Oct 3, 2020 | Fake News DetectionSentence | CodeCode Available | 0 |
| Multilevel Text Alignment with Cross-Document Attention | Oct 3, 2020 | Citation RecommendationSentence | CodeCode Available | 1 |
| Partially-Aligned Data-to-Text Generation with Distant Supervision | Oct 3, 2020 | Data-to-Text GenerationSentence | CodeCode Available | 1 |
| UNISON: Unpaired Cross-lingual Image Captioning | Oct 3, 2020 | Caption GenerationImage Captioning | —Unverified | 0 |
| Exploiting Unsupervised Data for Emotion Recognition in Conversations | Oct 2, 2020 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 |
| MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models | Oct 2, 2020 | DiversitySentence | —Unverified | 0 |
| Unsupervised Text Style Transfer with Padded Masked Language Models | Oct 2, 2020 | SentenceSentence Fusion | —Unverified | 0 |
| 语用视角下复述句生成方式的类型考察(A Pragmatic Study of Generation Method of Paraphrase Sentence) | Oct 1, 2020 | Sentence | —Unverified | 0 |
| 多模块联合的阅读理解候选句抽取(Evidence sentence extraction for reading comprehension based on multi-module) | Oct 1, 2020 | Reading ComprehensionSentence | —Unverified | 0 |
| Better Queries for Aspect-Category Sentiment Classification | Oct 1, 2020 | Aspect Category DetectionAspect Category Sentiment Classification | —Unverified | 0 |