| 2021 | Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection. | Xu Guo, Boyang Li, Han Yu, Chunyan Miao |
| 2021 | On the Transformer Growth for Progressive BERT Training. | Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han |
| 2021 | Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation. | Shuhao Gu, Yang Feng, Wanying Xie |
| 2021 | Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus. | Navita Goyal, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Abhilasha Sancheti |
| 2021 | Annotating and Modeling Fine-grained Factuality in Summarization. | Tanya Goyal, Greg Durrett |
| 2021 | Macro-Average: Rare Types Are Important Too. | Thamme Gowda, Weiqiu You, Constantine Lignos, Jonathan May |
| 2021 | On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles. | Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha, Debanjan Mahata, Haimin Zhang |
| 2021 | From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding. | Rob van der Goot, Ibrahim Sharaf, Aizhan Imankulova, Ahmet stn, Marija Stepanovic, Alan Ramponi, Siti Oryza Khairunnisa, Mamoru Komachi, Barbara Plank |
| 2021 | Word Complexity is in the Eye of the Beholder. | Sian Gooding, Ekaterina Kochmar, Seid Muhie Yimam, Chris Biemann |
| 2021 | Robustness Gym: Unifying the NLP Evaluation Landscape. | Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Zachary Taschdjian, Mohit Bansal, Christopher R |
| 2021 | Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems. | Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher R |
| 2021 | Capturing Row and Column Semantics in Transformer Based Question Answering over Tables. | Michael R. Glass, Mustafa Canim, Alfio Gliozzo, Saneem A. Chemmengath, Vishwajeet Kumar, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia |
| 2021 | Training Language Models under Resource Constraints for Adversarial Advertisement Detection. | Eshwar Shamanna Girishekar, Shiv Surya, Nishant Nikhil, Dyut Kumar Sil, Sumit Negi, Aruna Rajan |
| 2021 | Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation. | Sarik Ghazarian, Zixi Liu, Akash SM, Ralph M. Weischedel, Aram Galstyan, Nanyun Peng |
| 2021 | DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. | Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng |
| 2021 | Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages. | Xavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh |
| 2021 | Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution. | Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat |
| 2021 | COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. | Luyu Gao, Zhuyun Dai, Jamie Callan |
| 2021 | An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models. | Amir Ganiev, Colton Chapin, Anderson de Andrade, Chen Liu |
| 2021 | Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality. | Adithya V. Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu, H. Andrew Schwartz |
| 2021 | Identifying Helpful Sentences in Product Reviews. | Iftah Gamzu, Hila Gonen, Gilad Kutiel, Ran Levy, Eugene Agichtein |
| 2021 | MM-AVS: A Full-Scale Dataset for Multi-modal Summarization. | Xiyan Fu, Jun Wang, Zhenglu Yang |
| 2021 | Semi-Supervised Policy Initialization for Playing Games with Language Hints. | Tsu-Jui Fu, William Yang Wang |
| 2021 | Larger-Context Tagging: When and Why Does It Work? | Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu |
| 2021 | Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning. | Tommaso Fornaciari, Alexandra Uma, Silviu Paun, Barbara Plank, Dirk Hovy, Massimo Poesio |