| 2022 | Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment. | Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver |
| 2022 | AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks. | Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee, Hung-yi Lee |
| 2022 | Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition. | Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | Quality-Aware Decoding for Neural Machine Translation. | Patrick Fernandes, Antnio Farinhas, Ricardo Rei, Jos Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, Andr F. T. Martins |
| 2022 | CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data. | Rui Feng, Chen Luo, Qingyu Yin, Bing Yin, Tuo Zhao, Chao Zhang |
| 2022 | Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation. | Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn |
| 2022 | Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge. | Yue Feng, Zhen Han, Mingming Sun, Ping Li |
| 2022 | Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs. | Ghazi Felhi, Joseph Le Roux, Djam Seddah |
| 2022 | Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval. | Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Xuanjing Huang, Jianqing Fan |
| 2022 | Analyzing the Intensity of Complaints on Social Media. | Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen |
| 2022 | From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization. | Yue Fang, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Bo Long, Yanyan Lan, Yanquan Zhou |
| 2022 | QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization. | Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong |
| 2022 | AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization. | Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona T. Diab |
| 2022 | Unsupervised Stem-based Cross-lingual Part-of-Speech Tagging for Morphologically Rich Low-Resource Languages. | Ramy Eskander, Cass Lowry, Sujay Khandagale, Judith Klavans, Maria Polinsky, Smaranda Muresan |
| 2022 | Proposition-Level Clustering for Multi-Document Summarization. | Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan |
| 2022 | Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations. | Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan |
| 2022 | Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language. | Jacob Eisenstein |
| 2022 | Do Trajectories Encode Verb Meaning? | Dylan Ebert, Chen Sun, Ellie Pavlick |
| 2022 | On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? | Nouha Dziri, Sivan Milton, Mo Yu, Osmar R. Zaane, Siva Reddy |
| 2022 | PerKGQA: Question Answering over Personalized Knowledge Graphs. | Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah, Dan Roth, Carolyn P. Ros |
| 2022 | Tricks for Training Sparse Translation Models. | Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan |
| 2022 | Inducing and Using Alignments for Transition-based AMR Parsing. | Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramn Fernandez Astudillo |
| 2022 | Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts. | Felix Drinkall, Stefan Zohren, Janet B. Pierrehumbert |
| 2022 | FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. | Zi-Yi Dou, Nanyun Peng |
| 2022 | The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation. | Tobias Domhan, Eva Hasler, Ke Tran, Sony Trenous, Bill Byrne, Felix Hieber |