NLPExplorer

Yulia Tsvetkov

Number of Papers:- 109

Number of Citations:- 289

First ACL Paper:- 2010

Latest ACL Paper:- 2024

Venues:-

NAACL

MRL

CRAC

CoNLL

COLING

EMNLP

Findings

SemEval

SCLeM

AKBC

RepEval

LREC

TACL

ACL

MRQA

EACL

WMT

NGT

IJCNLP

*SEM

BEA

Co-Authors:-

Similar Authors:-

LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud F i n d i n g s - N A A C L

Trusting Your Evidence: Hallucinate Less with Context-aware Decoding NAACL

Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers NAACL

Roy Xie | Orevaoghene Ahia | Yulia Tsvetkov | Antonios Anastasopoulos |

BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer NAACL

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models F i n d i n g s - A C L

What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL

SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation NAACL

David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs NAACL

Xiaochuang Han | Sachin Kumar | Yulia Tsvetkov | Marjan Ghazvininejad |

DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection F i n d i n g s - A C L

P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models NAACL

DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages ACL

Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration ACL

Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP

Can LLM Graph Reasoning Generalize beyond Pattern Memorization? F i n d i n g s - E M N L P

Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia EMNLP

Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP

ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions F i n d i n g s - E M N L P

Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects EMNLP

Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey EACL

Understanding Ethics in NLP Authoring and Reviewing EACL

Luciana Benotti | Karën Fort | Min-Yen Kan | Yulia Tsvetkov |

Unsupervised Keyphrase Extraction via Interpretable Neural Networks F i n d i n g s - E A C L

LEXPLAIN: Improving Model Explanations via Lexicon Supervision *SEM

Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models EMNLP

Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? F i n d i n g s - E M N L P

On the Zero-Shot Generalization of Machine-Generated Text Detectors F i n d i n g s - E M N L P

TalkUp: Paving the Way for Understanding Empowering Language F i n d i n g s - E M N L P

BotPercent: Estimating Bot Populations in Twitter Communities F i n d i n g s - E M N L P

Mitigating Societal Harms in Large Language Models EMNLP

KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL

FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge EMNLP

Shangbin Feng | Vidhisha Balachandran | Yuyang Bai | Yulia Tsvetkov |

GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP

On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ACL

Understanding In-Context Learning via Supportive Pretraining Data ACL

From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models ACL

Shangbin Feng | Chan Young Park | Yuhan Liu | Yulia Tsvetkov |

SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control ACL

Xiaochuang Han | Sachin Kumar | Yulia Tsvetkov |

Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL

Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching ACL

Alissa Ostapenko | Shuly Wintner | Melinda Fricke | Yulia Tsvetkov |

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts NAACL

Miguel Ballesteros | Yulia Tsvetkov | Cecilia O. Alm |

Threat Scenarios and Best Practices to Detect Neural Fake News COLING

Artidoro Pagnoni | Martin Graciarena | Yulia Tsvetkov |

Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media F i n d i n g s - E M N L P

Chan Young Park | Julia Mendelsohn | Anjalie Field | Yulia Tsvetkov |

Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling EMNLP

Vidhisha Balachandran | Hannaneh Hajishirzi | William Cohen | Yulia Tsvetkov |

Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation EMNLP

Gendered Mental Health Stigma in Masked Language Models EMNLP

Gradient-based Constrained Sampling from Language Models EMNLP

Sachin Kumar | Biswajit Paria | Yulia Tsvetkov |

StructSum: Summarization via Structured Representations EACL

Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks EACL

Controlling Dialogue Generation with Semantic Exemplars NAACL

Prakhar Gupta | Jeffrey Bigham | Yulia Tsvetkov | Amy Pavel |

Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics NAACL

Artidoro Pagnoni | Vidhisha Balachandran | Yulia Tsvetkov |

SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers EMNLP

Dheeraj Rajagopal | Vidhisha Balachandran | Eduard H Hovy | Yulia Tsvetkov |

Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Findings

Prakhar Gupta | Yulia Tsvetkov | Jeffrey Bigham |

A Survey of Race, Racism, and Anti-Racism in NLP ACL IJCNLP

Anjalie Field | Su Lin Blodgett | Zeerak Waseem | Yulia Tsvetkov |

Evaluating the Morphosyntactic Well-formedness of Generated Texts EMNLP

Detecting Community Sensitive Norm Violations in Online Conversations EMNLP Findings

Machine Translation into Low-resource Language Varieties ACL IJCNLP

Sachin Kumar | Antonios Anastasopoulos | Shuly Wintner | Yulia Tsvetkov |

Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates EMNLP Findings

Xiaochuang Han | Yulia Tsvetkov |

Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP Findings

Xinyi Wang | Yulia Tsvetkov | Sebastian Ruder | Graham Neubig |

Simple and Efficient ways to Improve REALM EMNLP MRQA

Vidhisha Balachandran | Ashish Vaswani | Yulia Tsvetkov | Niki Parmar |

Improving Span Representation for Domain-adapted Coreference Resolution CRAC EMNLP

Nupoor Gandhi | Anjalie Field | Yulia Tsvetkov |

Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP MRL

Monisha Jegadeesan | Sachin Kumar | John Wieting | Yulia Tsvetkov |

Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL

Xiaochuang Han | Byron C. Wallace | Yulia Tsvetkov |

Balancing Training for Multilingual Neural Machine Translation ACL

Xinyi Wang | Yulia Tsvetkov | Graham Neubig |

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

Zi-Yi Dou | Sachin Kumar | Yulia Tsvetkov |

LTIatCMU at SemEval-2020 Task 11: Incorporating Multi-Level Features for Multi-Granular Propaganda Span Identification COLING SemEval