| 2023 | Open Information Extraction with Entity Focused Constraints. | Prajna Upadhyay, Oana Balalau, Ioana Manolescu |
| 2023 | Sentence Identification with BOS and EOS Label Combinations. | Takuma Udagawa, Hiroshi Kanayama, Issei Yoshida |
| 2023 | ViDeBERTa: A powerful pre-trained language model for Vietnamese. | Cong Dao Tran, Nhut Huy Pham, Anh Nguyen, Truong Son Hy, Tu Vu |
| 2023 | Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension. | Son Quoc Tran, Phong Nguyen-Thuan Do, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen |
| 2023 | The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models. | Son Quoc Tran, Phong Nguyen-Thuan Do, Uyen Le, Matt Kretchmar |
| 2023 | Measuring Normative and Descriptive Biases in Language Models Using Census Data. | Samia Touileb, Lilja vrelid, Erik Velldal |
| 2023 | Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments. | Edan Toledo, Jan Buys, Jonathan Shock |
| 2023 | How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification. | Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders |
| 2023 | Task and Sentiment Adaptation for Appraisal Tagging. | Lin Tian, Xiuzhen Zhang, Maria Myung-Hee Kim, Jennifer Biggs |
| 2023 | Semi-supervised Relation Extraction via Data Augmentation and Consistency-training. | Komal K. Teru |
| 2023 | Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation. | Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia |
| 2023 | Event Temporal Relation Extraction with Bayesian Translational Model. | Xingwei Tan, Gabriele Pergola, Yulan He |
| 2023 | Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking. | Neset Tan, Trung Nguyen, Joshua Bensemann, Alex Yuxuan Peng, Qiming Bao, Yang Chen, Mark Gahegan, Michael Witbrock |
| 2023 | Multilingual Representation Distillation with Contrastive Learning. | Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn |
| 2023 | Does Masked Language Model Pre-training with Artificial Data Improve Low-resource Neural Machine Translation? | Hiroto Tamura, Tosho Hirasawa, Hwichan Kim, Mamoru Komachi |
| 2023 | Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems. | Sandesh Swamy, Narges Tabari, Chacha Chen, Rashmi Gangadharaiah |
| 2023 | Context Generation Improves Open Domain Question Answering. | Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro |
| 2023 | Exploiting Summarization Data to Help Text Simplification. | Renliang Sun, Zhixian Yang, Xiaojun Wan |
| 2023 | Incorporating Task-Specific Concept Knowledge into Script Learning. | Chenkai Sun, Tie Xu, Chengxiang Zhai, Heng Ji |
| 2023 | Generative Knowledge Selection for Knowledge-Grounded Dialogues. | Weiwei Sun, Pengjie Ren, Zhaochun Ren |
| 2023 | A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models. | Jimin Sun, Patrick Fernandes, Xinyi Wang, Graham Neubig |
| 2023 | Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. | Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross |
| 2023 | Sentiment as an Ordinal Latent Variable. | Niklas Stoehr, Ryan Cotterell, Aaron Schein |
| 2023 | Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining. | Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He |
| 2023 | Detecting Contextomized Quotes in News Headlines by Contrastive Learning. | Seonyeong Song, Hyeonho Song, Kunwoo Park, Jiyoung Han, Meeyoung Cha |