Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints F i n d i n g s - E A C L

Albert Lu | Hongxin Zhang | Yanzhe Zhang | Xuezhi Wang | Diyi Yang |

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers EACL

William Held | Diyi Yang |

Summarization of Dialogues and Conversations At Scale EACL

Diyi Yang | Chenguang Zhu |

Human-in-the-loop Abstractive Dialogue Summarization F i n d i n g s - A C L

Jiaao Chen | Mohan Dodda | Diyi Yang |

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ACL

William Held | Christopher Hidey | Fei Liu | Eric Zhu | Rahul Goel | Diyi Yang | Rushin Shah |

An Empirical Survey of Data Augmentation for Limited Data Learning in NLP TACL

Jiaao Chen | Derek Tam | Colin Raffel | Mohit Bansal | Diyi Yang |

Unlearn What You Want to Forget: Efficient Unlearning for LLMs EMNLP

Jiaao Chen | Diyi Yang |

Modeling Cross-Cultural Pragmatic Inference with Codenames Duet F i n d i n g s - A C L

Omar Shaikh | Caleb Ziems | William Held | Aryan Pariani | Fred Morstatter | Diyi Yang |

Deciphering Stereotypes in Pre-Trained Language Models EMNLP

Weicheng Ma | Henry Scheible | Brian Wang | Goutham Veeramachaneni | Pratim Chowdhary | Alan Sun | Andrew Koulogeorge | Lili Wang | Diyi Yang | Soroush Vosoughi |

TADA : Task Agnostic Dialect Adapters for English F i n d i n g s - A C L

William Held | Caleb Ziems | Diyi Yang |

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP

Minzhi Li | Taiwei Shi | Caleb Ziems | Min-Yen Kan | Nancy Chen | Zhengyuan Liu | Diyi Yang |

Impressions: Visual Semiotics and Aesthetic Impact Understanding EMNLP

Julia Kruk | Caleb Ziems | Diyi Yang |

NormBank: A Knowledge Bank of Situational Social Norms ACL

Caleb Ziems | Jane Dwivedi-Yu | Yi-Chia Wang | Alon Halevy | Diyi Yang |

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning ACL

Omar Shaikh | Hongxin Zhang | William Held | Michael Bernstein | Diyi Yang |

Multi-VALUE: A Framework for Cross-Dialectal English NLP ACL

Caleb Ziems | William Held | Jingfeng Yang | Jwala Dhamala | Rahul Gupta | Diyi Yang |

Controllable Conversation Generation with Conversation Structures via Diffusion Models F i n d i n g s - A C L

Jiaao Chen | Diyi Yang |

Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP

Chengwei Qin | Aston Zhang | Zhuosheng Zhang | Jiaao Chen | Michihiro Yasunaga | Diyi Yang |

Compositional Data Augmentation for Abstractive Conversation Summarization ACL

Siru Ouyang | Jiaao Chen | Jiawei Han | Diyi Yang |

evision PDF of 'Forgotten Knowledge: Examining the Citational Amnesia in NLP ACL

Janvijay Singh | Mukund Rungta | Diyi Yang | Saif Mohammad |

DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules EMNLP

Yanchen Liu | William Held | Diyi Yang |

A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP

Jiaao Chen | Aston Zhang | Mu Li | Alex Smola | Diyi Yang |

evision PDF of 'Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP insights WS

Anya Belz | Craig Thomson | Ehud Reiter | Gavin Abercrombie | Jose M. Alonso-Moral | Mohammad Arvan | Anouck Braggaar | Mark Cieliebak | Elizabeth Clark | Kees van Deemter | Tanvi Dinkar | Ondřej Dušek | Steffen Eger | Qixiang Fang | Mingqi Gao | Albert Gatt | Dimitra Gkatzia | Javier González-Corbelle | Dirk Hovy | Manuela Hürlimann | Takumi Ito | John D. Kelleher | Filip Klubicka | Emiel Krahmer | Huiyuan Lai | Chris van der Lee | Yiru Li | Saad Mahamood | Margot Mieskes | Emiel van Miltenburg | Pablo Mosteiro | Malvina Nissim | Natalie Parde | Ondřej Plátek | Verena Rieser | Jie Ruan | Joel Tetreault | Antonio Toral | Xiaojun Wan | Leo Wanner | Lewis Watson | Diyi Yang |

Task-Agnostic Low-Rank Adapters for Unseen English Dialects EMNLP

Zedian Xiao | William Held | Yanchen Liu | Diyi Yang |

Mitigating Biases in Hate Speech Detection from A Causal Perspective F i n d i n g s - E M N L P

Zhehao Zhang | Jiaao Chen | Diyi Yang |

Culturally Aware Natural Language Inference F i n d i n g s - E M N L P

Jing Huang | Diyi Yang |

Designing, Evaluating, and Learning from Humans Interacting with NLP Models EMNLP

Tongshuang Wu | Diyi Yang | Sebastin Santy |

DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance F i n d i n g s - A C L

Nishant Balepur | Shivam Agarwal | Karthik Venkat Ramanan | Susik Yoon | Diyi Yang | Jiawei Han |

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations EMNLP

Myra Cheng | Tiziano Piccardi | Diyi Yang |

Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games F i n d i n g s - A C L

Bolin Lai | Hongxin Zhang | Miao Liu | Aryan Pariani | Fiona Ryan | Wenqi Jia | Shirley Anugrah Hayati | James Rehg | Diyi Yang |

Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency EMNLP

Eric Zelikman | Wanjing Ma | Jasmine Tran | Diyi Yang | Jason Yeatman | Nick Haber |

“Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms EMNLP

Kunal Handa | Margarett Clapper | Jessica Boyle | Rose Wang | Diyi Yang | David Yeager | Dorottya Demszky |

Automatic Reflection Generation for Peer-to-Peer Counseling GEM WS

Emma O’neil | João Sedoc | Diyi Yang | Haiyi Zhu | Lyle Ungar |

VALUE: Understanding Dialect Disparity in NLU ACL

Caleb Ziems | Jiaao Chen | Camille Harris | Jessica Anderson | Diyi Yang |

DMix: Adaptive Distance-aware Interpolative Mixup ACL

Ramit Sawhney | Megh Thakkar | Shrey Pandit | Ritesh Soun | Di Jin | Diyi Yang | Lucie Flek |

The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems ACL

Caleb Ziems | Jane Yu | Yi-Chia Wang | Alon Halevy | Diyi Yang |

Continual Sequence Generation with Adaptive Compositional Modules ACL

Yanzhe Zhang | Xuezhi Wang | Diyi Yang |

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ACL Findings

Aaron Reich | Jiaao Chen | Aastha Agrawal | Yanzhe Zhang | Diyi Yang |

Learning with Limited Text Data ACL

Diyi Yang | Ankur Parikh | Colin Raffel |

Inducing Positive Perspectives with Text Reframing ACL

Caleb Ziems | Minzhi Li | Anthony Zhang | Diyi Yang |

Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL

Ying Xu | Dakuo Wang | Mo Yu | Daniel Ritchie | Bingsheng Yao | Tongshuang Wu | Zheng Zhang | Toby Li | Nora Bradford | Branda Sun | Tran Hoang | Yisi Sang | Yufang Hou | Xiaojuan Ma | Diyi Yang | Nanyun Peng | Zhou Yu | Mark Warschauer |

Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ACL Findings

Kexun Zhang | Jiaao Chen | Diyi Yang |

Measure and Improve Robustness in NLP Models: A Survey NAACL

Xuezhi Wang | Haohan Wang | Diyi Yang |

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models Findings NAACL

Tianlu Wang | Rohit Sridhar | Diyi Yang | Xuezhi Wang |

SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models Findings NAACL

Jingfeng Yang | Haoming Jiang | Qingyu Yin | Danqing Zhang | Bing Yin | Diyi Yang |

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding NAACL

Le Zhang | Zichao Yang | Diyi Yang |

SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL

Jingfeng Yang | Le Zhang | Diyi Yang |

Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL

Rohit Sridhar | Diyi Yang |

DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING

Hui Chen | Wei Han | Diyi Yang | Soujanya Poria |

SPORTSINTERVIEW: A Large-Scale Sports Interview Benchmark for Entity-centric Dialogues LREC

Hanfei Sun | Ziyuan Cao | Diyi Yang |

One Document, Many Revisions: A Dataset for Classification and Description of Edit Intents LREC

Dheeraj Rajagopal | Xuchao Zhang | Michael Gamon | Sujay Kumar Jauhar | Diyi Yang | Eduard Hovy |

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond TACL

Amir Feder | Katherine A. Keith | Emaad Manzoor | Reid Pryzant | Dhanya Sridhar | Zach Wood-Doughty | Jacob Eisenstein | Justin Grimmer | Roi Reichart | Margaret E. Roberts | Brandon M. Stewart | Victor Veitch | Diyi Yang |

When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP

Raj Shah | Kunal Chawla | Dheeraj Eidnani | Agam Shah | Wendi Du | Sudheer Chava | Natraj Raman | Charese Smiley | Jiaao Chen | Diyi Yang |

Robustness of Demonstration-based Learning Under Limited Data Scenario EMNLP

Hongxin Zhang | Yanzhe Zhang | Ruiyi Zhang | Diyi Yang |

Geographic Citation Gaps in NLP Research EMNLP

Mukund Rungta | Janvijay Singh | Saif M. Mohammad | Diyi Yang |

Putting Humans in the Natural Language Processing Loop: A Survey EACL HCINLP

Zijie J. Wang | Dongjin Choi | Shenyu Xu | Diyi Yang |

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs NAACL

Jiaao Chen | Diyi Yang |

Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL

Yufan Huang | Yanzhe Zhang | Jiaao Chen | Xuezhi Wang | Diyi Yang |

The Importance of Modeling Social Factors of Language: Theory and Practice NAACL

Dirk Hovy | Diyi Yang |

Personalized Response Generation via Generative Split Memory Network NAACL

Yuwei Wu | Xuezhe Ma | Diyi Yang |

HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability ACL IJCNLP

Jiaao Chen | Dinghan Shen | Weizhu Chen | Diyi Yang |

The First Workshop on Evaluations and Assessments of Neural Conversation Systems EANCS EMNLP

Wei Wei | Bo Dai | Tuo Zhao | Lihong Li | Diyi Yang | Yun-Nung Chen | Y-Lan Boureau | Asli Celikyilmaz | Alborz Geramifard | Aman Ahuja | Haoming Jiang |

Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP sustainlp

Gengyu Wang | Xiaochen Hou | Diyi Yang | Kathleen McKeown | Jing Huang |

Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP

Jiaao Chen | Diyi Yang |

To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence EMNLP Findings

Caleb Ziems | Diyi Yang |

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 |

HypMix: Hyperbolic Interpolative Data Augmentation EMNLP

Ramit Sawhney | Megh Thakkar | Shivam Agarwal | Di Jin | Diyi Yang | Lucie Flek |

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech EMNLP

Mai ElSherief | Caleb Ziems | David Muchlinski | Vaishnavi Anupindi | Jordyn Seybolt | Munmun De Choudhury | Diyi Yang |

Personalized Response Generation with Tensor Factorization ACL GEM IJCNLP

Zhenghui Wang | Lingxiao Luo | Diyi Yang |

Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Findings

Aditya Gupta | Jiacheng Xu | Shyam Upadhyay | Diyi Yang | Manaal Faruqui |

Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP

Jingfeng Yang | Federico Fancellu | Bonnie Webber | Diyi Yang |

WIKIBIAS: Detecting Multi-Span Subjective Biases in Language EMNLP Findings

Yang Zhong | Jingfeng Yang | Wei Xu | Diyi Yang |

Proceedings of the First Workshop on Causal Inference and NLP CINLP EMNLP

Amir Feder | Katherine Keith | Emaad Manzoor | Reid Pryzant | Dhanya Sridhar | Zach Wood-Doughty | Jacob Eisenstein | Justin Grimmer | Roi Reichart | Molly Roberts | Uri Shalit | Brandon Stewart | Victor Veitch | Diyi Yang |

6 Questions for Socially Aware Language Technologies NEJLT

Diyi Yang |

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL

Jiaao Chen | Zichao Yang | Diyi Yang |

Local Additivity Based Data Augmentation for Semi-supervised NER EMNLP

Jiaao Chen | Zhenghui Wang | Ran Tian | Zichao Yang | Diyi Yang |

“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 |

Examining the Ordering of Rhetorical Strategies in Persuasive Requests EMNLP Findings

Omar Shaikh | Jiaao Chen | Jon Saad-Falcon | Polo Chau | Diyi Yang |

Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection EMNLP

Jingfeng Yang | Diyi Yang | Zhaoran Ma |

Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization EMNLP

Jiaao Chen | Diyi Yang |

ToTTo: A Controlled Table-To-Text Generation Dataset EMNLP

Ankur Parikh | Xuezhi Wang | Sebastian Gehrmann | Manaal Faruqui | Bhuwan Dhingra | Diyi Yang | Dipanjan Das |

Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization EMNLP Findings

Kunal Chawla | Diyi Yang |

Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms NAACL

Diyi Yang | Jiaao Chen | Zichao Yang | Dan Jurafsky | Eduard Hovy |

Proceedings of the 2019 Workshop on Widening NLP ACL WS

Amittai Axelrod | Diyi Yang | Rossana Cunha | Samira Shaikh | Zeerak Waseem |

Identifying Semantic Edit Intentions from Revisions in Wikipedia EMNLP

Diyi Yang | Aaron Halfaker | Robert Kraut | Eduard Hovy |

Edit Categories and Editor Role Identification in Wikipedia LREC

Diyi Yang | Aaron Halfaker | Robert Kraut | Eduard Hovy |

Hierarchical Attention Networks for Document Classification NAACL

Zichao Yang | Diyi Yang | Chris Dyer | Xiaodong He | Alex Smola | Eduard Hovy |

Humor Recognition and Humor Anchor Extraction EMNLP

Diyi Yang | Alon Lavie | Chris Dyer | Eduard Hovy |

That’s So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets EMNLP

William Yang Wang | Diyi Yang |

Incorporating Word Correlation Knowledge into Topic Modeling NAACL

Pengtao Xie | Diyi Yang | Eric Xing |

Weakly Supervised Role Identification in Teamwork Interactions ACL IJCNLP

Diyi Yang | Miaomiao Wen | Carolyn Rosé |

Towards Identifying the Resolvability of Threads in MOOCs MOOCs WS

Diyi Yang | Miaomiao Wen | Carolyn Rose |