| Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning | Oct 9, 2020 | Machine Translationreinforcement-learning | —Unverified | 0 |
| Self-Paced Learning for Neural Machine Translation | Oct 9, 2020 | Machine TranslationNMT | CodeCode Available | 0 |
| Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks | Oct 8, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention | Oct 8, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation | Oct 8, 2020 | Sentence | —Unverified | 0 |
| BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset | Oct 8, 2020 | Sentence | —Unverified | 0 |
| Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank | Oct 7, 2020 | Learning-To-RankSentence | CodeCode Available | 0 |
| Narrative Text Generation with a Latent Discrete Plan | Oct 7, 2020 | DecoderSentence | CodeCode Available | 0 |
| A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks | Oct 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction | Oct 7, 2020 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| 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 |
| Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision | Oct 7, 2020 | Decision MakingSentence | CodeCode Available | 0 |
| A Review on Fact Extraction and Verification | Oct 6, 2020 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Stepwise Extractive Summarization and Planning with Structured Transformers | Oct 6, 2020 | Extractive SummarizationSentence | CodeCode Available | 0 |
| SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy | Oct 6, 2020 | DiversityDocument Summarization | 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 |
| DaNetQA: a yes/no Question Answering Dataset for the Russian Language | Oct 6, 2020 | Question AnsweringSentence | —Unverified | 0 |
| COD3S: Diverse Generation with Discrete Semantic Signatures | Oct 6, 2020 | DiversitySemantic Textual Similarity | CodeCode Available | 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 |
| Adversarial Grammatical Error Correction | Oct 6, 2020 | Grammatical Error CorrectionMachine Translation | —Unverified | 0 |
| Neural Speech Synthesis for Estonian | Oct 6, 2020 | SentenceSpeech Synthesis | —Unverified | 0 |
| On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers | Oct 6, 2020 | Sentence | —Unverified | 0 |
| QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines | Oct 6, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 0 |
| Detecting Attackable Sentences in Arguments | Oct 6, 2020 | BIG-bench Machine LearningSentence | CodeCode Available | 0 |
| Investigating representations of verb bias in neural language models | Oct 5, 2020 | Sentence | CodeCode Available | 0 |
| Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent | Oct 5, 2020 | Sentence | CodeCode Available | 0 |
| An Ensemble Approach for Automatic Structuring of Radiology Reports | Oct 5, 2020 | Sentence | —Unverified | 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 |
| Second-Order NLP Adversarial Examples | Oct 5, 2020 | Adversarial AttackSemantic Similarity | CodeCode Available | 0 |
| PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation | Oct 5, 2020 | SentenceText Generation | —Unverified | 0 |
| Meta Sequence Learning for Generating Adequate Question-Answer Pairs | Oct 4, 2020 | Multiple-choicenamed-entity-recognition | —Unverified | 0 |
| Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning | Oct 4, 2020 | Dialogue GenerationInformativeness | —Unverified | 0 |
| 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 |
| UNISON: Unpaired Cross-lingual Image Captioning | Oct 3, 2020 | Caption GenerationImage Captioning | —Unverified | 0 |
| Unsupervised Text Style Transfer with Padded Masked Language Models | Oct 2, 2020 | SentenceSentence Fusion | —Unverified | 0 |
| MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models | Oct 2, 2020 | DiversitySentence | —Unverified | 0 |
| A Mixed Learning Objective for Neural Machine Translation | Oct 1, 2020 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| 基于跨语言双语预训练及Bi-LSTM的汉-越平行句对抽取方法(Chinese-Vietnamese Parallel Sentence Pair Extraction Method Based on Cross-lingual Bilingual Pre-training and Bi-LSTM) | Oct 1, 2020 | Sentence | —Unverified | 0 |
| Better Queries for Aspect-Category Sentiment Classification | Oct 1, 2020 | Aspect Category DetectionAspect Category Sentiment Classification | —Unverified | 0 |
| Evaluation of Pretrained BERT Model by Using Sentence Clustering | Oct 1, 2020 | ClusteringSentence | —Unverified | 0 |
| BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation | Oct 1, 2020 | Representation LearningRetrieval | —Unverified | 0 |
| 结合深度学习和语言难度特征的句子可读性计算方法(The method of calculating sentence readability combined with deep learning and language difficulty characteristics) | Oct 1, 2020 | Sentence | —Unverified | 0 |
| Reusable Phrase Extraction Based on Syntactic Parsing | Oct 1, 2020 | Constituency ParsingDependency Parsing | —Unverified | 0 |
| Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning | Oct 1, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Recognition Method of Important Words in Korean Text based on Reinforcement Learning | Oct 1, 2020 | Classificationreinforcement-learning | —Unverified | 0 |
| Pay Attention to Categories: Syntax-Based Sentence Modeling with Metadata Projection Matrix | 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 |
| 基于子词级别词向量和指针网络的朝鲜语句子排序(Korean Sentence Ordering Based on Sub Word Level Word Vector and Pointer Network) | Oct 1, 2020 | SentenceSentence Ordering | —Unverified | 0 |