COLING 2022: all accepted papers
- A Closer Look at Few-Shot Out-of-Distribution Intent DetectionLi-Ming Zhan, Haowen Liang, Lu Fan et al.
- A Closer Look at Parameter Contributions When Training Neural Language and Translation ModelsRaúl Vázquez, Hande Celikkanat, Vinit Ravishankar et al.
- A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News DetectionZhiwei Yang, Jing Ma, Hechang Chen et al.
- A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment AnalysisBing Wang, Liang Ding, Qihuang Zhong et al.
- A Data-driven Approach to Named Entity Recognition for Early Modern FrenchPedro Ortiz Suarez, Simon Gabay
- A Distance-Aware Multi-Task Framework for Conversational Discourse ParsingYaxin Fan, Peifeng Li, Fang Kong et al.our summary
- A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal ProductsKesong Liu, Jianhui Jiang, Feifei Lyu
- A Generalized Method for Automated Multilingual Loanword DetectionAbhijnan Nath, Sina Mahdipour Saravani, Ibrahim Khebour et al.
- A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment AnalysisWei Chen, Jinglong Du, Zhao Zhang et al.
- A Hybrid Model of Classification and Generation for Spatial Relation ExtractionFeng Wang, Peifeng Li, Qiaoming Zhu
- A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act TaggingStefano Mezza, Wayne Wobcke, Alan Blairour summary
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information BottleneckJie Zhou, Qi Zhang, Qin Chen et al.
- A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet ExtractionYichun Zhao, Kui Meng, Gongshen Liu et al.
- A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair ExtractionChangzhi Zhou, Dandan Song, Jing Xu et al.
- A New Public Corpus for Clinical Section Identification: MedSecIdPaul Landes, Kunal Patel, Sean S. Huang et al.
- A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in SanskritJivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar et al.
- A Personalized Dialogue Generator with Implicit User Persona DetectionItsugun Cho, Dongyang Wang, Ryota Takahashi et al.
- A Progressive Framework for Role-Aware Rumor ResolutionLei Chen, Guanying Li, Zhongyu Wei et al.
- A Relation Extraction Dataset for Knowledge Extraction from Web TablesSiffi Singh, Alham Fikri Aji, Gaurav Singh et al.
- A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational SettingDushyant Singh Chauhan, Gopendra Vikram Singh, Aseem Arora et al.
- A Simple Log-based Loss Function for Ordinal Text ClassificationFrançois Castagnos, Martin Mihelich, Charles Dognin
- A Simple Model for Distantly Supervised Relation ExtractionZiqin Rao, Fangxiang Feng, Ruifan Li et al.
- A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge GraphsLi Cai, Xin Mao, Meirong Ma et al.
- A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningKunbo Ding, Weijie Liu, Yuejian Fang et al.
- A Structure-Aware Argument Encoder for Literature Discourse AnalysisYinzi Li, Wei Chen, Zhongyu Wei et al.
- A Study of Implicit Bias in Pretrained Language Models against People with DisabilitiesPranav Narayanan Venkit, Mukund Srinath, Shomir Wilson
- A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X PerspectivesQingcheng Zeng, An-Ran Liour summary
- A Survey of Automatic Text Summarization Using Graph Neural NetworksMarco Ferdinand Salchner, Adam Jatowt
- A Survey on Multimodal Disinformation DetectionFiroj Alam, Stefano Cresci, Tanmoy Chakraborty et al.
- A Transformer-based Threshold-Free Framework for Multi-Intent NLULisung Chen, Nuo Chen, Yuexian Zou et al.
- A Transition-based Method for Complex Question UnderstandingYu Xia, Wenbin Jiang, Yajuan Lyu et al.
- A Two Stage Adaptation Framework for Frame Detection via Prompt LearningXinyi Mou, Zhongyu Wei, Changjian Jiang et al.
- A Unified Propagation Forest-based Framework for Fake News DetectionLingwei Wei, Dou Hu, Yantong Lai et al.
- A Weak Supervision Approach for Predicting Difficulty of Technical Interview QuestionsArpita Kundu, Subhasish Ghosh, Pratik Saini et al.
- A Zero-Shot Claim Detection Framework Using Question AnsweringRevanth Gangi Reddy, Sai Chetan Chinthakindi, Yi R. Fung et al.
- A-TIP: Attribute-aware Text Infilling via Pre-trained Language ModelDongyuan Li, Jingyi You, Kotaro Funakoshi et al.
- ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated EnvironmentsMichael Hanna, Federico Pedeni, Alessandro Suglia et al.
- ALEXSIS-PT: A New Resource for Portuguese Lexical SimplificationKai North, Marcos Zampieri, Tharindu Ranasinghe
- AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment AnalysisZiming Li, Yan Zhou, Weibo Zhang et al.
- APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media ConversationsKatherine Atwell, Sabit Hassan, Malihe Alikhani
- Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early ExitingJun Kong, Jin Wang, Liang-Chih Yu et al.
- Accounting for Language Effect in the Evaluation of Cross-lingual AMR ParsersShira Wein, Nathan Schneider
- Accuracy meets Diversity in a News Recommender SystemShaina Raza, Syed Raza Bashir, Usman Naseem
- Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningJesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach et al.our summary
- Adapting to Non-Centered Languages for Zero-shot Multilingual TranslationZhi Qu, Taro Watanabe
- Adaptive Feature Discrimination and Denoising for Asymmetric Text MatchingYan Li, Chenliang Li, Junjun Guo
- Adaptive Meta-learner via Gradient Similarity for Few-shot Text ClassificationTianyi Lei, Honghui Hu, Qiaoyang Luo et al.
- Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement LearningAtsumoto Ohashi, Ryuichiro Higashinaka
- Adaptive Threshold Selective Self-Attention for Chinese NERBiao Hu, Zhen Huang, Minghao Hu et al.
- Adaptive Unsupervised Self-training for Disfluency DetectionZhongyuan Wang, Yixuan Wang, Shaolei Wang et al.
- Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task ClusteringQian Wang, Jiajun Zhang
- Addressing Leakage in Self-Supervised Contextualized Code RetrievalJohannes Villmow, Viola Campos, Adrian Ulges et al.
- Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQLOctavian Popescu, Irene Manotas, Ngoc Phuoc An Vo et al.
- Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality EstimationYuto Kuroda, Tomoyuki Kajiwara, Yuki Arase et al.
- AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational ApplicationsYusen Zhang, Zhongli Li, Qingyu Zhou et al.
- Aligning Multilingual Embeddings for Improved Code-switched Natural Language UnderstandingBarah Fazili, Preethi Jyothi
- Alleviating the Inequality of Attention Heads for Neural Machine TranslationZewei Sun, Shujian Huang, Xinyu Dai et al.
- An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic BlocksXinnian Liang, Jing Li, Shuangzhi Wu et al.
- An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings LearningShaobin Chen, Jie Zhou, Yuling Sun et al.
- An MRC Framework for Semantic Role LabelingNan Wang, Jiwei Li, Yuxian Meng et al.
- Analyzing Persuasion Strategies of Debaters on Social MediaMatti Wiegmann, Khalid Al Khatib, Vishal Khanna et al.
- Analyzing the Dialect Diversity in Multi-document SummariesOlubusayo Olabisi, Aaron Hudson, Antonie Jetter et al.
- Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based DecoderFangyu Lei, Shizhu He, Xiang Li et al.
- Applying Natural Annotation and Curriculum Learning to Named Entity Recognition for Under-Resourced LanguagesValeriy Lobov, Alexandra Ivoylova, Serge Sharoff
- ArT: All-round Thinker for Unsupervised Commonsense Question AnsweringJiawei Wang, Hai Zhao
- Are People Located in the Places They Mention in Their Tweets? A Multimodal ApproachZhaomin Xiao, Eduardo Blanco
- Are Pretrained Multilingual Models Equally Fair across Languages?Laura Cabello Piqueras, Anders Søgaard
- Are Visual-Linguistic Models Commonsense Knowledge Bases?Hsiu-Yu Yang, Carina Silberer
- ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument MiningMohamed Elaraby, Diane Litman
- Ask Question First for Enhancing Lifelong Language LearningHan Wang, Ruiliu Fu, Xuejun Zhang et al.
- Aspect-based Sentiment Analysis as Machine Reading ComprehensionYifei Yang, Hai Zhao
- Assessing Digital Language Support on a Global ScaleGary F. Simons, Abbey L. L. Thomas, Chad K. K. White
- Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature NetworkRui Li, Cheng Liu, Dazhi Jiang
- Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis PredictionPaul Grundmann, Tom Oberhauser, Felix Gers et al.
- Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient MethodReinald Kim Amplayo, Kang Min Yoo, Sang-Woo Lee
- Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence ApproachBo Zhou, Chenhao Wang, Yubo Chen et al.
- Augmenting Legal Judgment Prediction with Contrastive Case RelationsDugang Liu, Weihao Du, Lei Li et al.
- Automated Chinese Essay Scoring from Multiple TraitsYaqiong He, Feng Jiang, Xiaomin Chu et al.
- Automated Essay Scoring via Pairwise Contrastive RegressionJiayi Xie, Kaiwei Cai, Li Kong et al.
- Automatic Generation of Large-scale Multi-turn Dialogues from RedditDaniil Huryn, William M. Hutsell, Jinho D. Choi
- Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code EmbeddingsShurui Zhang, Bozheng Zhang, Fuxin Zhang et al.
- Automatic Keyphrase Generation by Incorporating Dual Copy Mechanisms in Sequence-to-Sequence LearningSiyu Wang, Jianhui Jiang, Yao Huang et al.
- Automatic Label Sequence Generation for Prompting Sequence-to-sequence ModelsZichun Yu, Tianyu Gao, Zhengyan Zhang et al.
- Automatic Nominalization of Clauses through Textual EntailmentJohn S. Y. Lee, Ho Hung Lim, Carol Webster et al.
- Autoregressive Entity Generation for End-to-End Task-Oriented DialogGuanhuan Huang, Xiaojun Quan, Qifan Wang
- BECEL: Benchmark for Consistency Evaluation of Language ModelsMyeongjun Jang, Deuk Sin Kwon, Thomas Lukasiewicz
- BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text ClassificationZiwen Liu, Josep Grau-Bove, Scott Allan Orr
- BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis DatasetNanda Putri Romadhona, Sin-En Lu, Bo-Han Lu et al.
- Belief Revision Based Caption Re-ranker with Visual Semantic InformationAhmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha et al.
- Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and EvaluationJunyu Luo, Junxian Lin, Chi Lin et al.
- Benchmarking Compositionality with Formal LanguagesJosef Valvoda, Naomi Saphra, Jonathan Rawski et al.
- BiBL: AMR Parsing and Generation with Bidirectional Bayesian LearningZiming Cheng, Zuchao Li, Hai Zhao
- Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data ModelingThiemo Wambsganss, Vinitra Swamy, Roman Rietsche et al.
- Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationLele Sha, Yuheng Li, Dragan Gasevic et al.
- Biographically Relevant Tweets – a New Dataset, Linguistic Analysis and Classification ExperimentsMichael Wiegand, Rebecca Wilm, Katja Markert
- Boosting Code Summarization by Embedding Code StructuresJikyoeng Son, Joonghyuk Hahn, HyeonTae Seo et al.
- Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News RecommendationQijiong Liu, Jieming Zhu, Quanyu Dai et al.
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