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COLING 2022: all accepted papers

632 papers · page 6 of 7 · the most cited first · ← COLING 2022

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  1. SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition ↗Zeng Yang, Linhai Zhang, Deyu Zhou
  2. SHAP-Based Explanation Methods: A Review for NLP Interpretability ↗Edoardo Mosca, Ferenc Szigeti, Stella Tragianni et al.
  3. SISER: Semantic-Infused Selective Graph Reasoning for Fact Verification ↗Eunhwan Park, Jong-Hyeon Lee, DongHyeon Jeon et al.
  4. SOS: Systematic Offensive Stereotyping Bias in Word Embeddings ↗Fatma Elsafoury, Steve R. Wilson, Stamos Katsigiannis et al.
  5. SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding ↗Wanwei He, Yinpei Dai, Binyuan Hui et al.
  6. SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance DetectionJianhua Yuan, Yanyan Zhao, Yanyue Lu et al.our summary
  7. STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction ↗Junjie Yu, Xing Wang, Jiangjiang Zhao et al.
  8. SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers ↗Bowen Qin, Lihan Wang, Binyuan Hui et al.
  9. Scene Graph Modification as Incremental Structure Expanding ↗Xuming Hu, Zhijiang Guo, Yu Fu et al.
  10. Schema Encoding for Transferable Dialogue State Tracking ↗Hyunmin Jeon, Gary Geunbae Lee
  11. Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model ↗Sixing Wu, Ying Li, Ping Xue et al.
  12. SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation ↗Longxuan Ma, Ziyu Zhuang, Weinan Zhang et al.
  13. Selective Token Generation for Few-shot Natural Language Generation ↗Daejin Jo, Taehwan Kwon, Eun-Sol Kim et al.
  14. Self-Supervised Intermediate Fine-Tuning of Biomedical Language Models for Interpreting Patient Case Descriptions ↗Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert
  15. SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training ↗Dan Qiao, Chenchen Dai, Yuyang Ding et al.
  16. Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study ↗Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
  17. Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments ↗Yu Zhang, Qingrong Xia, Shilin Zhou et al.
  18. Semantic Sentence Matching via Interacting Syntax Graphs ↗Chen Xu, Jun Xu, Zhenhua Dong et al.
  19. Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph ↗Mingchen Li, Shihao Ji
  20. Semantic-Preserving Adversarial Code Comprehension ↗Yiyang Li, Hongqiu Wu, Hai Zhao
  21. Semantic-based Pre-training for Dialogue Understanding ↗Xuefeng Bai, Linfeng Song, Yue Zhang
  22. Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model ↗Qiao Cheng, Jin Huang, Yitao Duan
  23. Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification ↗Suhe Wang, Xiaoyuan Liu, Bo Liu et al.
  24. Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis ↗Bowen Zhang, Xu Huang, Zhichao Huang et al.
  25. Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition ↗Matias Rojas, Felipe Bravo-Marquez, Jocelyn Dunstan
  26. Simple and Effective Graph-to-Graph Annotation Conversion ↗Yuxuan Wang, Zhilin Lei, Yuqiu Ji et al.
  27. Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization ↗Zhengyuan Liu, Shikang Ni, Ai Ti Aw et al.
  28. Slot Dependency Modeling for Zero-Shot Cross-Domain Dialogue State Tracking ↗Qingyue Wang, Yanan Cao, Piji Li et al.
  29. Smells like Teen Spirit: An Exploration of Sensorial Style in Literary Genres ↗Osama Khalid, Padmini Srinivasan
  30. Smoothed Contrastive Learning for Unsupervised Sentence Embedding ↗Xing Wu, Chaochen Gao, Yipeng Su et al.
  31. Social Bot-Aware Graph Neural Network for Early Rumor Detection ↗Zhen Huang, Zhilong Lv, Xiaoyun Han et al.
  32. Social Norms-Grounded Machine Ethics in Complex Narrative Situation ↗Tao Shen, Xiubo Geng, Daxin Jiang
  33. Source-summary Entity Aggregation in Abstractive Summarization ↗José Ángel González, Annie Louis, Jackie Chi Kit Cheung
  34. Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act SupervisionZhihua Su, Qiang Zhouour summary
  35. Speaker-Aware Discourse Parsing on Multi-Party DialoguesNan Yu, Guohong Fu, Min Zhangour summary
  36. Speeding up Transformer Decoding via an Attention Refinement Network ↗Kaixin Wu, Yue Zhang, Bojie Hu et al.
  37. Stability of Syntactic Dialect Classification over Space and Time ↗Jonathan Dunn, Sidney Wong
  38. String Editing Based Chinese Grammatical Error Diagnosis ↗Haihua Xie, Xiaoqing Lyu, Xuefei Chen
  39. Structural Bias for Aspect Sentiment Triplet Extraction ↗Chen Zhang, Lei Ren, Fang Ma et al.
  40. Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs ↗Qiongkai Xu, Xuanli He, Lingjuan Lyu et al.
  41. Subject Verb Agreement Error Patterns in Meaningless Sentences: Humans vs. BERT ↗Karim Lasri, Olga Seminck, Alessandro Lenci et al.
  42. Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries ↗Xiaofei Sun, Zijun Sun, Yuxian Meng et al.
  43. Summarizing Dialogues with Negative Cues ↗Junpeng Liu, Yanyan Zou, Yuxuan Xi et al.
  44. Summarizing Patients' Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models ↗Yanjun Gao, Dmitriy Dligach, Timothy Miller et al.
  45. Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest ↗Yifan Jin, Jiangmeng Li, Zheng Lian et al.
  46. Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing ↗Lennart Wachowiak, Dagmar Gromann
  47. TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation ↗Chenxu Yang, Zheng Lin, Jiangnan Li et al.
  48. TERMinator: A System for Scientific Texts Processing ↗Elena Bruches, Olga Tikhobaeva, Yana Dementyeva et al.
  49. TSAM: A Two-Stream Attention Model for Causal Emotion Entailment ↗Duzhen Zhang, Zhen Yang, Fandong Meng et al.
  50. Table-based Fact Verification with Self-labeled Keypoint Alignment ↗Guangzhen Zhao, Peng Yang
  51. Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature ↗Sajawel Ahmed, Rob van der Goot, Misbahur Rehman et al.
  52. Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation ↗Xiaolin Xing, Yu Hong, Minhan Xu et al.
  53. Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children's Books ↗Anjali Adukia, Patricia Chiril, Callista Christ et al.
  54. Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection ↗Rui Liu, Zheng Lin, Huishan Ji et al.
  55. Target-Guided Open-Domain Conversation Planning ↗Yosuke Kishinami, Reina Akama, Shiki Sato et al.
  56. Teaching Neural Module Networks to Do Arithmetic ↗Jiayi Chen, Xiao-Yu Guo, Yuan-Fang Li et al.
  57. TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media ↗Daniel Loureiro, Aminette D'Souza, Areej Nasser Muhajab et al.
  58. Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding ↗Linhai Zhang, Deyu Zhou
  59. TestAug: A Framework for Augmenting Capability-based NLP Tests ↗Guanqun Yang, Mirazul Haque, Qiaochu Song et al.
  60. Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment ↗Lorenzo Bertolini, Julie Weeds, David Weir
  61. Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus ↗Zachary W. Taylor, Maximus H. Chu, Junyi Jessy Li
  62. Text-to-Text Extraction and Verbalization of Biomedical Event Graphs ↗Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani
  63. The Fragility of Multi-Treebank Parsing Evaluation ↗Iago Alonso-Alonso, David Vilares, Carlos Gómez-Rodríguez
  64. The Role of Context and Uncertainty in Shallow Discourse Parsing ↗Katherine Atwell, Remi Choi, Junyi Jessy Li et al.
  65. Threat Scenarios and Best Practices to Detect Neural Fake News ↗Artidoro Pagnoni, Martin Graciarena, Yulia Tsvetkov
  66. To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. ↗Yitian Li, Jidong Tian, Wenqing Chen et al.
  67. Token and Head Adaptive Transformers for Efficient Natural Language Processing ↗Chonghan Lee, Md Fahim Faysal Khan, Rita Brugarolas Brufau et al.
  68. TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph ↗Zhitong Yang, Bo Wang, Jinfeng Zhou et al.
  69. Topicalization in Language Models: A Case Study on Japanese ↗Riki Fujihara, Tatsuki Kuribayashi, Kaori Abe et al.
  70. Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection ↗Li Gao, Lingyun Song, Jie Liu et al.
  71. Towards Better Semantic Understanding of Mobile Interfaces ↗Srinivas Sunkara, Maria Wang, Lijuan Liu et al.
  72. Towards Enhancing Health Coaching Dialogue in Low-Resource Settings ↗Yue Zhou, Barbara Di Eugenio, Brian Ziebart et al.
  73. Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts ↗Maria Lymperaiou, George Manoliadis, Orfeas Menis Mastromichalakis et al.
  74. Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline ↗Feng Ge, Weizhao Li, Haopeng Ren et al.
  75. Towards Identifying Alternative-Lexicalization Signals of Discourse Relations ↗René Knaebel, Manfred Stede
  76. Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings ↗Linlin Liu, Thien Hai Nguyen, Shafiq Joty et al.
  77. Towards Multi-label Unknown Intent Detection ↗Yawen Ouyang, Zhen Wu, Xinyu Dai et al.
  78. Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training ↗Zhongjian Miao, Xiang Li, Liyan Kang et al.
  79. Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning ↗Revanth Gangi Reddy, Vikas Yadav, Md Arafat Sultan et al.
  80. Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders ↗Qiwei Peng, David Weir, Julie Weeds
  81. Towards Summarizing Healthcare Questions in Low-Resource Setting ↗Shweta Yadav, Cornelia Caragea
  82. Towards Understanding the Relation between Gestures and Language ↗Artem Abzaliev, Andrew Owens, Rada Mihalcea
  83. Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots ↗Yang Sun, Liangqing Wu, Shuangyong Song et al.
  84. Transferring Confluent Knowledge to Argument Mining ↗João António Rodrigues, António Branco
  85. Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing ↗Ran Ji, Jianmin Ji
  86. Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations ↗Wessel Poelman, Rik van Noord, Johan Bos
  87. TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding ↗Zichen Liu, Xuyuan Liu, Yanlong Wen et al.
  88. Twitter Topic Classification ↗Dimosthenis Antypas, Asahi Ushio, Jose Camacho-Collados et al.
  89. Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition ↗Jinzhong Ning, Zhihao Yang, Zhizheng Wang et al.
  90. Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation ↗Seungyeon Lee, Minho Lee
  91. Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing ↗Xinyu Zuo, Haijin Liang, Ning Jing et al.
  92. UECA-Prompt: Universal Prompt for Emotion Cause Analysis ↗Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang et al.
  93. UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor ↗Shangqing Tu, Jifan Yu, Fangwei Zhu et al.
  94. Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection ↗Lingwei Wei, Dou Hu, Wei Zhou et al.
  95. Understanding Attention for Vision-and-Language Tasks ↗Feiqi Cao, Soyeon Caren Han, Siqu Long et al.
  96. Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering ↗Zhengbao Jiang, Jun Araki, Haibo Ding et al.
  97. Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection ↗Zhongqiu Li, Yu Hong, Jie Wang et al.
  98. Unsupervised Data Augmentation for Aspect Based Sentiment Analysis ↗David Z. Chen, Adam Faulkner, Sahil Badyal
  99. Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning ↗Nghia Ngo Trung, Linh Ngo Van, Thien Huu Nguyen
  100. Unsupervised Lexical Substitution with Decontextualised Embeddings ↗Takashi Wada, Timothy Baldwin, Yuji Matsumoto et al.

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