NLPExplorer

Task

Language Generation

Total Paper Mentions:- 2208

First ACL Paper:- 1975

Latest ACL Paper:- 2020

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Learning to Identify Follow-Up Questions in Conversational Question Answering ACL-2020

Souvik Kundu | Qian Lin | Hwee Tou Ng |

MIE: A Medical Information Extractor towards Medical Dialogues ACL-2020

Meeting the 2020 Duolingo Challenge on a Shoestring ACL-2020 NGT-2020 WS-2020

Tadashi Nomoto |

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ACL-2020

Dan Jurafsky | Joyce Chai | Natalie Schluter | Joel Tetreault |

Towards Transparent and Explainable Attention Models ACL-2020

Simultaneous paraphrasing and translation by fine-tuning Transformer models ACL-2020 NGT-2020 WS-2020

Rakesh Chada |

On Faithfulness and Factuality in Abstractive Summarization ACL-2020

Joshua Maynez | Shashi Narayan | Bernd Bohnet | Ryan McDonald |

Multi-Domain Dialogue Acts and Response Co-Generation ACL-2020

Commonsense Reasoning for Natural Language Processing ACL-2020

To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL-2020

Sinong Wang | Madian Khabsa | Hao Ma |

Neural Topic Modeling with Bidirectional Adversarial Training ACL-2020

It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ACL-2020

Generating Counter Narratives against Online Hate Speech: Data and Strategies ACL-2020

Serra Sinem Tekiroğlu | Yi-Ling Chung | Marco Guerini |

Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ACL-2020

Learning an Unreferenced Metric for Online Dialogue Evaluation ACL-2020

What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks ACL-2020

Richard Futrell | William Dyer | Greg Scontras |

Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ACL-2020

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL-2020

MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines ACL-2020 NLP4ConvAI-2020 WS-2020

Xiaoxue Zang | Abhinav Rastogi | Jindong Chen |

Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL-2020

A Call for More Rigor in Unsupervised Cross-lingual Learning ACL-2020

Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL-2020

Neural Generation of Dialogue Response Timings ACL-2020

Matthew Roddy | Naomi Harte |

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting ACL-2020

Po-Yao Huang | Junjie Hu | Xiaojun Chang | Alexander Hauptmann |

Should You Fine-Tune BERT for Automated Essay Scoring? ACL-2020 BEA-2020 WS-2020

Elijah Mayfield | Alan W Black |

On the Importance of Diversity in Question Generation for QA ACL-2020

Md Arafat Sultan | Shubham Chandel | Ramón Fernandez Astudillo | Vittorio Castelli |

USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation ACL-2020

Shikib Mehri | Maxine Eskenazi |

Improving Adversarial Text Generation by Modeling the Distant Future ACL-2020

Span Selection Pre-training for Question Answering ACL-2020

Social Bias Frames: Reasoning about Social and Power Implications of Language ACL-2020

Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL-2020

Zixia Jia | Youmi Ma | Jiong Cai | Kewei Tu |

Rigid Formats Controlled Text Generation ACL-2020

Piji Li | Haisong Zhang | Xiaojiang Liu | Shuming Shi |

Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning ACL-2020

Joongbo Shin | Yoonhyung Lee | Seunghyun Yoon | Kyomin Jung |

Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning ACL-2020

Angeliki Lazaridou | Anna Potapenko | Olivier Tieleman |

Learning Implicit Text Generation via Feature Matching ACL-2020

FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization ACL-2020

Esin Durmus | He He | Mona Diab |

Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL-2020

Frustratingly Hard Evidence Retrieval for QA Over Books ACL-2020 NUSE-2020 WS-2020

Few-Shot NLG with Pre-Trained Language Model ACL-2020

Multiscale Collaborative Deep Models for Neural Machine Translation ACL-2020

End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2 ACL-2020

Donghoon Ham | Jeong-Gwan Lee | Youngsoo Jang | Kee-Eung Kim |

Are All Languages Created Equal in Multilingual BERT? ACL-2020 RepL4NLP-2020 WS-2020

Shijie Wu | Mark Dredze |

Findings of the Fourth Workshop on Neural Generation and Translation ACL-2020 NGT-2020 WS-2020

CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL-2020

Lei Shen | Yang Feng |

Improved Natural Language Generation via Loss Truncation ACL-2020

Daniel Kang | Tatsunori Hashimoto |

Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL-2020

Giovanni Campagna | Agata Foryciarz | Mehrad Moradshahi | Monica Lam |

Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ACL-2020

Yi Liao | Xin Jiang | Qun Liu |

Neural CRF Model for Sentence Alignment in Text Simplification ACL-2020

Learning to Generate Multiple Style Transfer Outputs for an Input Sentence ACL-2020 NGT-2020 WS-2020

Kevin Lin | Ming-Yu Liu | Ming-Ting Sun | Jan Kautz |

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL-2020

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL-2020

Multi-Task Neural Model for Agglutinative Language Translation ACL-2020

Yirong Pan | Xiao Li | Yating Yang | Rui Dong |

Handling Rare Entities for Neural Sequence Labeling ACL-2020

Yangming Li | Han Li | Kaisheng Yao | Xiaolong Li |

Proceedings of the The Fourth Widening Natural Language Processing Workshop ACL-2020 WS-2020 WiNLP-2020

Returning the N to NLP: Towards Contextually Personalized Classification Models ACL-2020

Lucie Flek |

Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ACL-2020

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ACL-2020

CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL-2020

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL-2020

uBLEU: Uncertainty-Aware Automatic Evaluation Method for Open-Domain Dialogue Systems ACL-2020

Tsuta Yuma | Naoki Yoshinaga | Masashi Toyoda |

Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL-2020

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL-2020

On-The-Fly Information Retrieval Augmentation for Language Models ACL-2020 NUSE-2020 WS-2020

Hai Wang | David McAllester |

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL-2020

Luyang Huang | Lingfei Wu | Lu Wang |

Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL-2020

Su Lin Blodgett | Solon Barocas | Hal Daumé III | Hanna Wallach |

A Graph Auto-encoder Model of Derivational Morphology ACL-2020

Valentin Hofmann | Hinrich Schütze | Janet Pierrehumbert |

The Paradigm Discovery Problem ACL-2020

Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization ACL-2020

Henry Elder | Robert Burke | Alexander O’Connor | Jennifer Foster |

Learning Dialog Policies from Weak Demonstrations ACL-2020

Gabriel Gordon-Hall | Philip John Gorinski | Shay B. Cohen |

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL-2020

Designing Precise and Robust Dialogue Response Evaluators ACL-2020

Tianyu Zhao | Divesh Lala | Tatsuya Kawahara |

A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL-2020 NGT-2020 WS-2020

Zi-Yi Dou | Sachin Kumar | Yulia Tsvetkov |

NILE : Natural Language Inference with Faithful Natural Language Explanations ACL-2020

Sawan Kumar | Partha Talukdar |

Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing ACL-2020

Ben Swanson | Boris Smus |

Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL-2020

Ning Miao | Yuxuan Song | Hao Zhou | Lei Li |

GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL-2020

Towards Unsupervised Language Understanding and Generation by Joint Dual Learning ACL-2020

Shang-Yu Su | Chao-Wei Huang | Yun-Nung Chen |

A Simple and Effective Unified Encoder for Document-Level Machine Translation ACL-2020

Shuming Ma | Dongdong Zhang | Ming Zhou |

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL-2020

Arya D. McCarthy | Xian Li | Jiatao Gu | Ning Dong |

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL-2020

Suspense in Short Stories is Predicted By Uncertainty Reduction over Neural Story Representation ACL-2020

David Wilmot | Frank Keller |

Improving Truthfulness of Headline Generation ACL-2020

Kazuki Matsumaru | Sho Takase | Naoaki Okazaki |

Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models ACL-2020 NLPMC-2020 WS-2020