| 2023 | Better Pre-Training by Reducing Representation Confusion. | Haojie Zhang, Mingfei Liang, Ruobing Xie, Zhenlong Sun, Bo Zhang, Leyu Lin |
| 2023 | Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension. | Chen Zhang, Yuxuan Lai, Yansong Feng, Xingyu Shen, Haowei Du, Dongyan Zhao |
| 2023 | Friend-training: Learning from Models of Different but Related Tasks. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu |
| 2023 | Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation. | Biao Zhang, Barry Haddow, Rico Sennrich |
| 2023 | CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. | Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth |
| 2023 | ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining. | Haoran Zhang, Aysa Xuemo Fan, Rui Zhang |
| 2023 | Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction. | Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji, Mohit Bansal |
| 2023 | Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training. | Xia Zeng, Arkaitz Zubiaga |
| 2023 | SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German. | Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz |
| 2023 | Event Linking: Grounding Event Mentions to Wikipedia. | Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth |
| 2023 | Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts. | Juntao Yu, Silviu Paun, Maris Camilleri, Paloma Carretero Garcia, Jon Chamberlain, Udo Kruschwitz, Massimo Poesio |
| 2023 | Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction. | Pengfei Yu, Jonathan May, Heng Ji |
| 2023 | Probabilistic Robustness for Data Filtering. | Yu Yu, Abdul Rafae Khan, Shahram Khadivi, Jia Xu |
| 2023 | Shorten the Long Tail for Rare Entity and Event Extraction. | Pengfei Yu, Heng Ji |
| 2023 | AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference. | Yuewei Yuan, Chaitanya Malaviya, Mark Yatskar |
| 2023 | Can Pretrained Language Models (Yet) Reason Deductively? | Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng |
| 2023 | EVALIGN: Visual Evaluation of Translation Alignment Models. | Tariq Yousef, Gerhard Heyer, Stefan Jnicke |
| 2023 | Selective-LAMA: Selective Prediction for Confidence-Aware Evaluation of Language Models. | Hiyori Yoshikawa, Naoaki Okazaki |
| 2023 | Multilingual Content Moderation: A Case Study on Reddit. | Meng Ye, Karan Sikka, Katherine Atwell, Sabit Hassan, Ajay Divakaran, Malihe Alikhani |
| 2023 | Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation. | Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu |
| 2023 | Evaluating and Improving the Coreference Capabilities of Machine Translation Models. | Asaf Yehudai, Arie Cattan, Omri Abend, Gabriel Stanovsky |
| 2023 | Incorporating Context into Subword Vocabularies. | Shaked Yehezkel, Yuval Pinter |
| 2023 | NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools. | Peiran Yao, Matej Kosmajac, Abeer Waheed, Kostyantyn Guzhva, Natalie Hervieux, Denilson Barbosa |
| 2023 | How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. | Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen |
| 2023 | Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation. | Haoran Yang, Yan Wang, Piji Li, Wei Bi, Wai Lam, Chen Xu |