EMNLP 2022: all accepted papers
- Chapter Ordering in Novels ↗Allen Kim, Steve Skiena2 citations
- Contrastive Learning enhanced Author-Style Headline Generation ↗Hui Liu, Weidong Guo, Yige Chen et al.2 citations
- Coordinated Topic Modeling ↗Pritom Saha Akash, Jie Huang, Kevin Chen-Chuan Chang2 citations
- Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation ↗Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz et al.2 citations
- DiscoSense: Commonsense Reasoning with Discourse Connectives ↗Prajjwal Bhargava, Vincent Ng2 citations
- Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants ↗Cheng Qian, Haode Qi, Gengyu Wang et al. · Industry Track2 citations
- Does Joint Training Really Help Cascaded Speech Translation? ↗Viet Anh Khoa Tran, David Thulke, Yingbo Gao et al.2 citations
- FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue ↗Alon Albalak, Yi-Lin Tuan, Pegah Jandaghi et al.2 citations
- Fact Checking Machine Generated Text with Dependency Trees ↗Alex Estes, Nikhita Vedula, Marcus Collins et al. · Industry Track2 citations
- FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification ↗Tingyu Xia, Yue Wang, Yuan Tian et al.2 citations
- G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks ↗Zhongwei Wan, Yichun Yin, Wei Zhang et al.2 citations
- Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems ↗Ella Rabinovich, Matan Vetzler, David Boaz et al. · Industry Track2 citations
- HashFormers: Towards Vocabulary-independent Pre-trained Transformers ↗Huiyin Xue, Nikolaos Aletras2 citations
- Hierarchical Phrase-Based Sequence-to-Sequence Learning ↗Bailin Wang, Ivan Titov, Jacob Andreas et al.2 citations
- How to disagree well: Investigating the dispute tactics used on Wikipedia ↗Christine De Kock, Tom Stafford, Andreas Vlachos2 citations
- Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding ↗Jun Wang, Patrick Ng, Alexander Hanbo Li et al. · Industry Track2 citations
- Instance Regularization for Discriminative Language Model Pre-training ↗Zhuosheng Zhang, Hai Zhao, Ming Zhou2 citations
- Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples ↗Chengyuan Liu, Leilei Gan, Kun Kuang et al.2 citations
- Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning ↗Govind, Saurabh Sohoney · Industry Track2 citations
- Learning Label Modular Prompts for Text Classification in the Wild ↗Hailin Chen, Amrita Saha, Shafiq Joty et al.2 citations
- Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules ↗Prithviraj Sen, Breno William Carvalho, Ibrahim Abdelaziz et al.2 citations
- Machine Translation Robustness to Natural Asemantic Variation ↗Jacob Bremerman, Xiang Ren, Jonathan May2 citations
- MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks ↗Zequn Liu, Kefei Duan, Junwei Yang et al.2 citations
- Momentum Contrastive Pre-training for Question Answering ↗Minda Hu, Muzhi Li, Yasheng Wang et al.2 citations
- Multimodal Robustness for Neural Machine Translation ↗Yuting Zhao, Ioan Calapodescu2 citations
- Normalizing Mutual Information for Robust Adaptive Training for Translation ↗Youngwon Lee, Changmin Lee, Hojin Lee et al.2 citations
- Open-domain Video Commentary Generation ↗Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki et al.2 citations
- R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization ↗Guan-Yu Lin, Pu-Jen Cheng2 citations
- SEM-F1: an Automatic Way for Semantic Evaluation of Multi-Narrative Overlap Summaries at Scale ↗Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu2 citations
- SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition ↗Fabian David Schmidt, Ivan Vulić, Goran Glavaš2 citations
- SPEAR : Semi-supervised Data Programming in Python ↗Guttu Abhishek, Harshad Ingole, Parth Laturia et al. · System Demonstrations2 citations
- Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM Performance ↗Yasaman Razeghi, Raja Sekhar Reddy Mekala, Robert L Logan IV et al. · System Demonstrations2 citations
- Specializing Multi-domain NMT via Penalizing Low Mutual Information ↗Jiyoung Lee, Hantae Kim, Hyunchang Cho et al.2 citations
- Spectral Probing ↗Max Müller-Eberstein, Rob van der Goot, Barbara Plank2 citations
- Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation ↗Dinesh Raghu, Suraj Joshi, Sachindra Joshi et al.2 citations
- Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks ↗Jaehoon Oh, Jongwoo Ko, Se-Young Yun2 citations
- The Architectural Bottleneck Principle ↗Tiago Pimentel, Josef Valvoda, Niklas Stoehr et al.2 citations
- The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains ↗Haoran Xu, Philipp Koehn, Kenton Murray2 citations
- There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning ↗Xueliang Zhao, Tingchen Fu, Chongyang Tao et al.2 citations
- Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense ↗Zhecan Wang, Haoxuan You, Yicheng He et al.2 citations
- Unsupervised Dense Retrieval for Scientific Articles ↗Dan Li, Vikrant Yadav, Zubair Afzal et al. · Industry Track2 citations
- Unsupervised training data re-weighting for natural language understanding with local distribution approximation ↗Jose Garrido Ramas, Dieu-thu Le, Bei Chen et al. · Industry Track2 citations
- A Joint Learning Framework for Restaurant Survival Prediction and Explanation ↗Xin Li, Xiaojie Zhang, Peng JiaHao et al.1 citation
- A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space ↗Bo Hui, Tian Xia, Wei-Shinn Ku1 citation
- A Major Obstacle for NLP Research: Let's Talk about Time Allocation! ↗Katharina Kann, Shiran Dudy, Arya D. McCarthy1 citation
- A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering ↗Matt Maufe, James Ravenscroft, Rob Procter et al. · System Demonstrations1 citation
- A Stacking-based Efficient Method for Toxic Language Detection on Live Streaming Chat ↗Yuto Oikawa, Yuki Nakayama, Koji Murakami · Industry Track1 citation
- AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning ↗Jianzhu Bao, Yasheng Wang, Yitong Li et al.1 citation
- ALFRED-L: Investigating the Role of Language for Action Learning in Interactive Visual Environments ↗Arjun Akula, Spandana Gella, Aishwarya Padmakumar et al.1 citation
- AMAL: Meta Knowledge-Driven Few-Shot Adapter Learning ↗S. K. Hong, Tae Young Jang1 citation
- An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks ↗Ya Wang, Xingwu Sun, Lian Fengzong et al.1 citation
- An Unsupervised, Geometric and Syntax-aware Quantification of Polysemy ↗Anmol Goel, Charu Sharma, Ponnurangam Kumaraguru1 citation
- CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing ↗Zhijing Jin, Amir Feder, Kun Zhang · Tutorial Abstracts1 citation
- CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery ↗Qian Cao, Deyi Xiong, Qinlong Wang et al. · Industry Track1 citation
- Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? ↗Pei Zhang, Baosong Yang, Hao-Ran Wei et al.1 citation
- Conformal Predictor for Improving Zero-Shot Text Classification Efficiency ↗Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu et al.1 citation
- Cross-domain Generalization for AMR Parsing ↗Xuefeng Bai, Sen Yang, Leyang Cui et al.1 citation
- Dealing with Abbreviations in the Slovenian Biographical Lexicon ↗Angel Daza, Antske Fokkens, Tomaž Erjavec1 citation
- DeepGen: Diverse Search Ad Generation and Real-Time Customization ↗Konstantin Golobokov, Junyi Chai, Victor Ye Dong et al. · System Demonstrations1 citation
- Deploying Unified BERT Moderation Model for E-Commerce Reviews ↗Ravindra Nayak, Nikesh Garera · Industry Track1 citation
- Dictionary-Assisted Supervised Contrastive Learning ↗Patrick Y. Wu, Richard Bonneau, Joshua A. Tucker et al.1 citation
- Distilling Multilingual Transformers into CNNs for Scalable Intent Classification ↗Besnik Fetahu, Akash Veeragouni, Oleg Rokhlenko et al. · Industry Track1 citation
- Do Children Texts Hold The Key To Commonsense Knowledge? ↗Julien Romero, Simon Razniewski1 citation
- Domain Adaptation of Machine Translation with Crowdworkers ↗Makoto Morishita, Jun Suzuki, Masaaki Nagata · Industry Track1 citation
- End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English ↗Abhinav Goyal, Anupam Singh, Nikesh Garera · Industry Track1 citation
- Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention ↗Wenhao Li, Xiaoyuan Yi, Jinyi Hu et al.1 citation
- Evaluating Parameter Efficient Learning for Generation ↗Peng Xu, Mostofa Patwary, Shrimai Prabhumoye et al.1 citation
- Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning ↗Jianguo Mao, Wenbin Jiang, Xiangdong Wang et al.1 citation
- Fine-Tuning Pre-trained Transformers into Decaying Fast Weights ↗Huanru Henry Mao1 citation
- FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information ↗Yijia Shao, Mengyu Zhou, Yifan Zhong et al.1 citation
- Graph-Induced Transformers for Efficient Multi-Hop Question Answering ↗Giwon Hong, Jeonghwan Kim, Junmo Kang et al.1 citation
- IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection ↗Jingcheng Deng, Hengwei Dai, Xuewei Guo et al.1 citation
- Identifying Physical Object Use in Sentences ↗Tianyu Jiang, Ellen Riloff1 citation
- Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing ↗Jeffri Murrugarra-Llerena, Fernando Alva-Manchego, Nils Murrugarra-LLerena1 citation
- Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection ↗Stefan Schroedl, Manoj Kumar, Kiana Hajebi et al. · Industry Track1 citation
- KGI: An Integrated Framework for Knowledge Intensive Language Tasks ↗Md Faisal Mahbub Chowdhury, Michael Glass, Gaetano Rossiello et al. · System Demonstrations1 citation
- KeywordScape: Visual Document Exploration using Contextualized Keyword Embeddings ↗Henrik Voigt, Monique Meuschke, Sina Zarrieß et al. · System Demonstrations1 citation
- Language Model Pre-Training with Sparse Latent Typing ↗Liliang Ren, Zixuan Zhang, Han Wang et al.1 citation
- Learning to Generate Overlap Summaries through Noisy Synthetic Data ↗Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu1 citation
- Meaning Representations for Natural Languages: Design, Models and Applications ↗Jeffrey Flanigan, Ishan Jindal, Yunyao Li et al. · Tutorial Abstracts1 citation
- Measuring Context-Word Biases in Lexical Semantic Datasets ↗Qianchu Liu, Diana McCarthy, Anna Korhonen1 citation
- Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality ↗Yichen Jiang, Xiang Zhou, Mohit Bansal1 citation
- Navigating Connected Memories with a Task-oriented Dialog System ↗Satwik Kottur, Seungwhan Moon, Alborz Geramifard et al.1 citation
- Non-Autoregressive Models for Fast Sequence Generation ↗Yang Feng, Chenze Shao · Tutorial Abstracts1 citation
- Norm-based Noisy Corpora Filtering and Refurbishing in Neural Machine Translation ↗Yu Lu, Jiajun Zhang1 citation
- Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates ↗Suzanna Sia, Kokil Jaidka, Hansin Ahuja et al.1 citation
- On Parsing as Tagging ↗Afra Amini, Ryan Cotterell1 citation
- Opinion Summarization by Weak-Supervision from Mix-structured Data ↗Yizhu Liu, Qi Jia, Kenny Zhu1 citation
- PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation ↗Lianshang Cai, Linhao Zhang, Dehong Ma et al. · Industry Track1 citation
- PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks ↗Srijan Bansal, Suraj Tripathi, Sumit Agarwal et al.1 citation
- Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models ↗Shujian Zhang, Chengyue Gong, Xingchao Liu1 citation
- Pseudo-Relevance for Enhancing Document Representation ↗Jihyuk Kim, Seung-won Hwang, Seoho Song et al.1 citation
- QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation ↗Zhenrui Yue, Huimin Zeng, Bernhard Kratzwald et al.1 citation
- Quality Scoring of Source Words in Neural Translation Models ↗Priyesh Jain, Sunita Sarawagi, Tushar Tomar1 citation
- Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals ↗Maarten De Raedt, Fréderic Godin, Chris Develder et al.1 citation
- SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance ↗You-En Lin, An-Zi Yen, Hen-Hsen Huang et al.1 citation
- SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content ↗Apurva Gandhi, Ryan Serrao, Biyi Fang et al. · Industry Track1 citation
- Segmenting Numerical Substitution Ciphers ↗Nada Aldarrab, Jonathan May1 citation
- Semantic-aware Contrastive Learning for More Accurate Semantic Parsing ↗Shan Wu, Chunlei Xin, Bo Chen et al.1 citation
- Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction ↗Frank Mtumbuka, Thomas Lukasiewicz1 citation
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