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


Oct 31, 2022
Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov

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Gendered Mental Health Stigma in Masked Language Models


Oct 27, 2022
Inna Wanyin Lin, Lucille Njoo, Anjalie Field, Ashish Sharma, Katharina Reinecke, Tim Althoff, Yulia Tsvetkov

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* EMNLP 2022 

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


Oct 25, 2022
Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi

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* Empirical Methods in Natural Language Processing 2022 (EMNLP 2022) 

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


Oct 14, 2022
Sachin Kumar, Vidhisha Balachandran, Lucille Njoo, Antonios Anastasopoulos, Yulia Tsvetkov

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


Oct 08, 2022
Shangbin Feng, Zhaoxuan Tan, Wenqian Zhang, Zhenyu Lei, Yulia Tsvetkov

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ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data


May 25, 2022
Xiaochuang Han, Yulia Tsvetkov

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Constrained Sampling from Language Models via Langevin Dynamics in Embedding Spaces


May 25, 2022
Sachin Kumar, Biswajit Paria, Yulia Tsvetkov

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VoynaSlov: A Data Set of Russian Social Media Activity during the 2022 Ukraine-Russia War


May 24, 2022
Chan Young Park, Julia Mendelsohn, Anjalie Field, Yulia Tsvetkov

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


Mar 16, 2022
Alissa Ostapenko, Shuly Wintner, Melinda Fricke, Yulia Tsvetkov

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* To appear in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) 

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Unsupervised Keyphrase Extraction via Interpretable Neural Networks


Mar 15, 2022
Rishabh Joshi, Vidhisha Balachandran, Emily Saldanha, Maria Glenski, Svitlana Volkova, Yulia Tsvetkov

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