EMNLP 2022: all accepted papers
- T-STAR: Truthful Style Transfer using AMR Graph as Intermediate RepresentationAnubhav Jangra, Preksha Nema, Aravindan Raghuveer1 citation · our summary
- Tackling Temporal Questions in Natural Language Interface to Databases ↗Ngoc Phuoc An Vo, Octavian Popescu, Irene Manotas et al. · Industry Track1 citation
- The Curious Case of Control ↗Elias Stengel-Eskin, Benjamin Van Durme1 citation
- Unbiased and Efficient Sampling of Dependency Trees ↗Miloš Stanojević1 citation
- Zero-Shot Dynamic Quantization for Transformer Inference ↗Yousef El-kurdi, Jerry Quinn, Avi Sil · Industry Track1 citation
- “Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds ↗Keshav Kolluru, Gabriel Stanovsky, Mausam1 citation
- AdapterShare: Task Correlation Modeling with Adapter Differentiation ↗Zhi Chen, Bei Chen, Lu Chen et al.
- An Empirical Study on the Transferability of Transformer Modules in Parameter-efficient Fine-tuning ↗Mohammad AkbarTajari, Sara Rajaee, Mohammad Taher Pilehvar
- Automatic Scene-based Topic Channel Construction System for E-Commerce ↗Peng Lin, Yanyan Zou, Lingfei Wu et al. · Industry Track
- BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems ↗Guangsen Wang, Samson Tan, Shafiq Joty et al. · System Demonstrations
- CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding ↗Zhuoran Jin, Tianyi Men, Hongbang Yuan et al. · System Demonstrations
- Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification ↗Jai Gupta, Yi Tay, Chaitanya Kamath et al. · Industry Track
- Deploying a Retrieval based Response Model for Task Oriented Dialogues ↗Lahari Poddar, György Szarvas, Cheng Wang et al. · Industry Track
- Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space ↗Jianhao Yan, Chenming Wu, Fandong Meng et al.
- Discourse Context Predictability Effects in Hindi Word Order ↗Sidharth Ranjan, Marten van Schijndel, Sumeet Agarwal et al.
- DynaMaR: Dynamic Prompt with Mask Token Representation ↗Xiaodi Sun, Sunny Rajagopalan, Priyanka Nigam et al. · Industry Track
- End-to-End Neural Discourse Deixis Resolution in Dialogue ↗Shengjie Li, Vincent Ng
- Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions ↗Maia Aguirre, Manex Serras, Laura García-sardiña et al. · Industry Track
- Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion Platforms ↗Ella Rabinovich, Boaz Carmeli
- Hands-On Interactive Neuro-Symbolic NLP with DRaiL ↗Maria Leonor Pacheco, Shamik Roy, Dan Goldwasser · System Demonstrations
- Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model ↗Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao et al.
- Improving Precancerous Case Characterization via Transformer-based Ensemble Learning ↗Yizhen Zhong, Jiajie Xiao, Thomas Vetterli et al. · Industry Track
- Is it out yet? Automatic Future Product Releases Extraction from Web Data ↗Gilad Fuchs, Ido Ben-shaul, Matan Mandelbrod · Industry Track
- Iterative Stratified Testing and Measurement for Automated Model Updates ↗Elizabeth Dekeyser, Nicholas Comment, Shermin Pei et al. · Industry Track
- JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT ↗Mayumi Ohta, Julia Kreutzer, Stefan Riezler · System Demonstrations
- MIC: A Multi-task Interactive Curation Tool ↗Shi Yu, Mingfeng Yang, Jerrod Parker et al. · System Demonstrations
- MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective ↗Zhe Hu, Hou Pong Chan, Lifu Huang
- Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks ↗Arijit Sehanobish, Kawshik Kannan, Nabila Abraham et al. · Industry Track
- Multimodal Context Carryover ↗Prashan Wanigasekara, Nalin Gupta, Fan Yang et al. · Industry Track
- PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems ↗Daniel Biś, Saurabh Gupta, Jie Hao et al. · Industry Track
- POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events ↗Sai Vallurupalli, Sayontan Ghosh, Katrin Erk et al.
- PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training ↗Song Xu, Haoran Li, Peng Yuan et al.
- ProofInfer: Generating Proof via Iterative Hierarchical Inference ↗Zichu Fei, Qi Zhang, Xin Zhou et al.
- R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference ↗Hao Wang, Yixin Cao, Yangguang Li et al.
- Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model ↗Hojun Cho, Dohee Kim, Seungwoo Ryu et al.
- SUMMARY WORKBENCH: Unifying Application and Evaluation of Text Summarization Models ↗Shahbaz Syed, Dominik Schwabe, Martin Potthast · System Demonstrations
- That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data ↗Jered McInerney, Geoffrey Young, Jan-Willem van de Meent et al.
- Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? ↗Quynh Do, Judith Gaspers, Daniil Sorokin et al. · Industry Track
- Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming ↗Litton J Kurisinkel, Nancy Chen · Industry Track
- Twist Decoding: Diverse Generators Guide Each Other ↗Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras et al.
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