NLPExplorer

Sachin Kumar

Number of Papers:- 17

Number of Citations:- 0

First ACL Paper:- 2019

Latest ACL Paper:- 2024

Venues:-

IJCNLP

EMNLP

EACL

WS

NGT

MRL

DravidianLangTech

ACL

NAACL

Co-Authors:-

Abhilasha Ravichander

Similar Authors:-

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

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

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

Yuhan Liu | Shangbin Feng | Xiaochuang Han | Vidhisha Balachandran | Chan Young Park | Sachin Kumar | Yulia Tsvetkov |

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL

Luca Soldaini | Rodney Kinney | Akshita Bhagia | Dustin Schwenk | David Atkinson | Russell Authur | Ben Bogin | Khyathi Chandu | Jennifer Dumas | Yanai Elazar | Valentin Hofmann | Ananya Jha | Sachin Kumar | Li Lucy | Xinxi Lyu | Nathan Lambert | Ian Magnusson | Jacob Morrison | Niklas Muennighoff | Aakanksha Naik | Crystal Nam | Matthew Peters | Abhilasha Ravichander | Kyle Richardson | Zejiang Shen | Emma Strubell | Nishant Subramani | Oyvind Tafjord | Evan Walsh | Luke Zettlemoyer | Noah Smith | Hannaneh Hajishirzi | Iz Beltagy | Dirk Groeneveld | Jesse Dodge | Kyle Lo |

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

Sachin Kumar | Vidhisha Balachandran | Lucille Njoo | Antonios Anastasopoulos | Yulia Tsvetkov |

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

Orevaoghene Ahia | Sachin Kumar | Hila Gonen | Jungo Kasai | David Mortensen | Noah Smith | Yulia Tsvetkov |

Enhancing Telugu News Understanding: Comparative Study of ML Algorithms for Category Prediction DravidianLangTech WS

Manish Rama Gopal Nadella | Venkata Krishna Rayalu Garapati | Eswar Sudhan S.k. | Gouthami Jangala | Soman K.p. | Sachin Kumar |

Mitigating Societal Harms in Large Language Models EMNLP

Sachin Kumar | Vidhisha Balachandran | Lucille Njoo | Antonios Anastasopoulos | Yulia Tsvetkov |

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

Tianxing He | Jingyu Zhang | Tianle Wang | Sachin Kumar | Kyunghyun Cho | James Glass | 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

Melanie Sclar | Sachin Kumar | Peter West | Alane Suhr | Yejin Choi | Yulia Tsvetkov |

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

Melanie Sclar | Peter West | Sachin Kumar | Yulia Tsvetkov | Yejin Choi |

Gradient-based Constrained Sampling from Language Models EMNLP

Sachin Kumar | Biswajit Paria | Yulia Tsvetkov |

Machine Translation into Low-resource Language Varieties ACL IJCNLP

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

Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP MRL

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

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 |

Topics to Avoid: Demoting Latent Confounds in Text Classification EMNLP

Sachin Kumar | Shuly Wintner | Noah A. Smith | Yulia Tsvetkov |

A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation EMNLP WS

Gayatri Bhat | Sachin Kumar | Yulia Tsvetkov |

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