| 2022 | A Decade of Knowledge Graphs in Natural Language Processing: A Survey. | Phillip Schneider, Tim Schopf, Juraj Vladika, Michael Galkin, Elena Simperl, Florian Matthes |
| 2022 | Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems. | Shiki Sato, Yosuke Kishinami, Hiroaki Sugiyama, Reina Akama, Ryoko Tokuhisa, Jun Suzuki |
| 2022 | Exploring Universal Sentence Encoders for Zero-shot Text Classification. | Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu |
| 2022 | Self-Repetition in Abstractive Neural Summarizers. | Nikita Salkar, Thomas A. Trikalinos, Byron C. Wallace, Ani Nenkova |
| 2022 | TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding. | Surya Kant Sahu |
| 2022 | Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification. | Tulika Saha, Aditya Prakash Patra, Sriparna Saha, Pushpak Bhattacharyya |
| 2022 | UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA. | Rachneet Sachdeva, Haritz Puerto, Tim Baumgrtner, Sewin Tariverdian, Hao Zhang, Kexin Wang, Hossain Shaikh Saadi, Leonardo F. R. Ribeiro, Iryna Gurevych |
| 2022 | CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing. | Andy Rosenbaum, Saleh Soltan, Wael Hamza, Marco Damonte, Isabel Groves, Amir Saffari |
| 2022 | Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation. | Lohith Ravuru, Seonghan Ryu, Hyungtak Choi, Haehun Yang, Hyeonmok Ko |
| 2022 | Dual Mechanism Priming Effects in Hindi Word Order. | Sidharth Ranjan, Marten van Schijndel, Sumeet Agarwal, Rajakrishnan Rajkumar |
| 2022 | Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World. | Surangika Ranathunga, Nisansa de Silva |
| 2022 | Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? | Vyas Raina, Yiting Lu, Mark J. F. Gales |
| 2022 | CNN for Modeling Sanskrit Originated Bengali and Hindi Language. | Chowdhury Rafeed Rahman, Md. Hasibur Rahman, Mohammad Rafsan, Mohammed Eunus Ali, Samiha Zakir, Rafsanjani Muhammod |
| 2022 | SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph. | Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak, Natalia Vanetik |
| 2022 | TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs. | Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Jisoo Lee, Michael Witbrock, Jiamou Liu |
| 2022 | PInKS: Preconditioned Commonsense Inference with Minimal Supervision. | Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen |
| 2022 | Double Trouble: How to not Explain a Text Classifier's Decisions Using Counterfactuals Synthesized by Masked Language Models? | Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen |
| 2022 | GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing. | Siyao Peng, Yang Janet Liu, Amir Zeldes |
| 2022 | PicTalky: Augmentative and Alternative Communication for Language Developmental Disabilities. | Chanjun Park, Yoonna Jang, Seolhwa Lee, Jaehyung Seo, Kisu Yang, Heuiseok Lim |
| 2022 | Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator. | Gyu-Min Park, Seong-Eun Hong, Seong-Bae Park |
| 2022 | Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora. | Sara Papi, Alina Karakanta, Matteo Negri, Marco Turchi |
| 2022 | Neural Text Sanitization with Explicit Measures of Privacy Risk. | Anthi Papadopoulou, Yunhao Yu, Pierre Lison, Lilja vrelid |
| 2022 | Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation. | Alonso Palomino, Khalid Al Khatib, Martin Potthast, Benno Stein |
| 2022 | F-coref: Fast, Accurate and Easy to Use Coreference Resolution. | Shon Otmazgin, Arie Cattan, Yoav Goldberg |
| 2022 | SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features. | Juri Opitz, Anette Frank |