Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks NAACL

Hanjie Chen | Song Feng | Jatin Ganhotra | Hui Wan | Chulaka Gunasekara | Sachindra Joshi | Yangfeng Ji |

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc 2021) ACL IJCNLP dialdoc

Song Feng | Siva Reddy | Malihe Alikhani | He He | Yangfeng Ji | Mohit Iyyer | Zhou Yu |

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL GEM IJCNLP

Sebastian Gehrmann | Tosin Adewumi | Karmanya Aggarwal | Pawan Sasanka Ammanamanchi | Anuoluwapo Aremu | Antoine Bosselut | Khyathi Raghavi Chandu | Miruna-Adriana Clinciu | Dipanjan Das | Kaustubh Dhole | Wanyu Du | Esin Durmus | Ondřej Dušek | Chris Chinenye Emezue | Varun Gangal | Cristina Garbacea | Tatsunori Hashimoto | Yufang Hou | Yacine Jernite | Harsh Jhamtani | Yangfeng Ji | Shailza Jolly | Mihir Kale | Dhruv Kumar | Faisal Ladhak | Aman Madaan | Mounica Maddela | Khyati Mahajan | Saad Mahamood | Bodhisattwa Prasad Majumder | Pedro Henrique Martins | Angelina McMillan-Major | Simon Mille | Emiel van Miltenburg | Moin Nadeem | Shashi Narayan | Vitaly Nikolaev | Andre Niyongabo Rubungo | Salomey Osei | Ankur Parikh | Laura Perez-Beltrachini | Niranjan Ramesh Rao | Vikas Raunak | Juan Diego Rodriguez | Sashank Santhanam | João Sedoc | Thibault Sellam | Samira Shaikh | Anastasia Shimorina | Marco Antonio Sobrevilla Cabezudo | Hendrik Strobelt | Nishant Subramani | Wei Xu | Diyi Yang | Akhila Yerukola | Jiawei Zhou |

SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks EMNLP Findings

Wanyu Du | Yangfeng Ji |

Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing BlackboxNLP EMNLP

Sanchit Sinha | Hanjie Chen | Arshdeep Sekhon | Yangfeng Ji | Yanjun Qi |

Contextualizing Variation in Text Style Transfer Datasets INLG

Stephanie Schoch | Wanyu Du | Yangfeng Ji |

HittER: Hierarchical Transformers for Knowledge Graph Embeddings EMNLP

Sanxing Chen | Xiaodong Liu | Jianfeng Gao | Jian Jiao | Ruofei Zhang | Yangfeng Ji |

Pointwise Paraphrase Appraisal is Potentially Problematic ACL

Hannah Chen | Yangfeng Ji | David Evans |

Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection ACL

Hanjie Chen | Guangtao Zheng | Yangfeng Ji |

A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing COLING

Sanxing Chen | Aidan San | Xiaodong Liu | Yangfeng Ji |

The Amazing World of Neural Language Generation EMNLP

Yangfeng Ji | Antoine Bosselut | Thomas Wolf | Asli Celikyilmaz |

“This is a Problem, Don’t You Agree?” Framing and Bias in Human Evaluation for Natural Language Generation EvalNLGEval INLG

Stephanie Schoch | Diyi Yang | Yangfeng Ji |

evision PDF of 'Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers EMNLP

Hanjie Chen | Yangfeng Ji |

Reevaluating Adversarial Examples in Natural Language EMNLP Findings

John Morris | Eli Lifland | Jack Lanchantin | Yangfeng Ji | Yanjun Qi |

Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP Findings

Hannah Chen | Yangfeng Ji | David Evans |

An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP

Wanyu Du | Yangfeng Ji |

Neural Text Generation in Stories Using Entity Representations as Context NAACL

Elizabeth Clark | Yangfeng Ji | Noah A. Smith |

Dynamic Entity Representations in Neural Language Models EMNLP

Yangfeng Ji | Chenhao Tan | Sebastian Martschat | Yejin Choi | Noah A. Smith |

Neural Discourse Structure for Text Categorization ACL

Yangfeng Ji | Noah A. Smith |

A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models NAACL

Yangfeng Ji | Gholamreza Haffari | Jacob Eisenstein |

Multiplicative Representations for Unsupervised Semantic Role Induction ACL

Yi Luan | Yangfeng Ji | Hannaneh Hajishirzi | Boyang Li |

Better Document-level Sentiment Analysis from RST Discourse Parsing EMNLP

Parminder Bhatia | Yangfeng Ji | Jacob Eisenstein |

Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations EMNLP

Yangfeng Ji | Gongbo Zhang | Jacob Eisenstein |

A Neural Network Approach to Context-Sensitive Generation of Conversational Responses NAACL

Alessandro Sordoni | Michel Galley | Michael Auli | Chris Brockett | Yangfeng Ji | Margaret Mitchell | Jian-Yun Nie | Jianfeng Gao | Bill Dolan |

deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets ACL IJCNLP

Michel Galley | Chris Brockett | Alessandro Sordoni | Yangfeng Ji | Michael Auli | Chris Quirk | Margaret Mitchell | Jianfeng Gao | Bill Dolan |

One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations TACL

Yangfeng Ji | Jacob Eisenstein |

Representation Learning for Text-level Discourse Parsing ACL

Yangfeng Ji | Jacob Eisenstein |

Extracting Lexically Divergent Paraphrases from Twitter TACL

Wei Xu | Alan Ritter | Chris Callison-Burch | William B. Dolan | Yangfeng Ji |

Mining Themes and Interests in the Asperger’s and Autism Community WS

Yangfeng Ji | Hwajung Hong | Rosa Arriaga | Agata Rozga | Gregory Abowd | Jacob Eisenstein |

Discriminative Improvements to Distributional Sentence Similarity EMNLP

Yangfeng Ji | Jacob Eisenstein |