Elamur Research⌕
☰
home / venues / Findings of the Association for… / 2022 / papers / page 7

Findings of the Association for Computational Linguistics 2022: all accepted papers

1,132 papers · page 7 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

1 … 6 7 8 9 10 11 12

  1. Quadapter: Adapter for GPT-2 Quantization ↗Minseop Park, Jaeseong You, Markus Nagel et al.7 citations
  2. Representation Learning for Resource-Constrained Keyphrase Generation ↗Di Wu, Wasi Ahmad, Sunipa Dev et al.7 citations
  3. RoViST: Learning Robust Metrics for Visual Storytelling ↗Eileen Wang, Caren Han, Josiah Poon7 citations
  4. Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm DetectionIbrahim Abu Farha, Steven Wilson, Silviu Oprea et al.7 citations · our summary
  5. Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis ↗Iek-Heng Chu, Ziyi Chen, Xinlu Yu et al.7 citations
  6. Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net ↗Xin Sheng, Linli Xu, Yinlong Xu et al.7 citations
  7. SepLL: Separating Latent Class Labels from Weak Supervision Noise ↗Andreas Stephan, Vasiliki Kougia, Benjamin Roth7 citations
  8. Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT ↗James Lee-Thorp, Joshua Ainslie7 citations
  9. Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ↗Edoardo Manino, Julia Rozanova, Danilo Carvalho et al.7 citations
  10. Textual Enhanced Contrastive Learning for Solving Math Word Problems ↗Yibin Shen, Qianying Liu, Zhuoyuan Mao et al.7 citations
  11. The Curious Case of Absolute Position Embeddings ↗Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy et al.7 citations
  12. Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing ↗Shaoxiong Ji7 citations
  13. Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts ↗Arshiya Aggarwal, Jiao Sun, Nanyun Peng7 citations
  14. Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ↗Lingbo Mo, Ashley Lewis, Huan Sun et al.7 citations
  15. VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding ↗Dou Hu, Xiaolong Hou, Xiyang Du et al.7 citations
  16. What Do Compressed Multilingual Machine Translation Models Forget? ↗Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard et al.7 citations
  17. When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation ↗Ehsan Kamalloo, Mehdi Rezagholizadeh, Ali Ghodsi7 citations
  18. A Hierarchical N-Gram Framework for Zero-Shot Link Prediction ↗Mingchen Li, Junfan Chen, Samuel Mensah et al.6 citations
  19. Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning ↗Qian Li, Shafiq Joty, Daling Wang et al.6 citations
  20. Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU ↗Jin Cao, Chandana Satya Prakash, Wael Hamza6 citations
  21. Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer ↗Nikolai Ilinykh, Simon Dobnik6 citations
  22. Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play ↗Qi Liu, Zihuiwen Ye, Tao Yu et al.6 citations
  23. Automatic Song Translation for Tonal Languages ↗Fenfei Guo, Chen Zhang, Zhirui Zhang et al.6 citations
  24. Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions ↗Torsten Wörtwein, Lisa Sheeber, Nicholas Allen et al.6 citations
  25. CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering ↗Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit et al.6 citations
  26. CONSISTENT: Open-Ended Question Generation From News Articles ↗Tuhin Chakrabarty, Justin Lewis, Smaranda Muresan6 citations
  27. Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes ↗Kaige Xie, Sarah Wiegreffe, Mark Riedl6 citations
  28. Calibration of Machine Reading Systems at Scale ↗Shehzaad Dhuliawala, Leonard Adolphs, Rajarshi Das et al.6 citations
  29. Capturing Conversational Interaction for Question Answering via Global History Reasoning ↗Jin Qian, Bowei Zou, Mengxing Dong et al.6 citations
  30. Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ↗Kenan Alkiek, Bohan Zhang, David Jurgens6 citations
  31. CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ↗Changlong Yu, Hongming Zhang, Yangqiu Song et al.6 citations
  32. Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ↗Shuxian Zou, Shaonan Wang, Jiajun Zhang et al.6 citations
  33. Cross-lingual Inference with A Chinese Entailment Graph ↗Tianyi Li, Sabine Weber, Mohammad Javad Hosseini et al.6 citations
  34. Dangling-Aware Entity Alignment with Mixed High-Order Proximities ↗Juncheng Liu, Zequn Sun, Bryan Hooi et al.6 citations
  35. Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ↗Jie Zhou, Le Tian, Houjin Yu et al.6 citations
  36. ER-Test: Evaluating Explanation Regularization Methods for Language Models ↗Brihi Joshi, Aaron Chan, Ziyi Liu et al.6 citations
  37. Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble ↗Hyunsoo Cho, Choonghyun Park, Jaewook Kang et al.6 citations
  38. ExpertPLM: Pre-training Expert Representation for Expert Finding ↗Qiyao Peng, Hongtao Liu6 citations
  39. Exploring The Landscape of Distributional Robustness for Question Answering Models ↗Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco et al.6 citations
  40. Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ↗Ryo Nagata, Manabu Kimura, Kazuaki Hanawa6 citations
  41. Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding ↗Haoxuan You, Rui Sun, Zhecan Wang et al.6 citations
  42. Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks ↗Vikas Raunak, Arul Menezes6 citations
  43. Finding the Dominant Winning Ticket in Pre-Trained Language Models ↗Zhuocheng Gong, Di He, Yelong Shen et al.6 citations
  44. GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction ↗Yiwei Wang, Muhao Chen, Wenxuan Zhou et al.6 citations
  45. Improve Interpretability of Neural Networks via Sparse Contrastive Coding ↗Junhong Liu, Yijie Lin, Liang Jiang et al.6 citations
  46. Improving Bilingual Lexicon Induction with Cross-Encoder Reranking ↗Yaoyiran Li, Fangyu Liu, Ivan Vulić et al.6 citations
  47. Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging ↗Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh et al.6 citations
  48. Improving Neural Political Statement Classification with Class Hierarchical Information ↗Erenay Dayanik, Andre Blessing, Nico Blokker et al.6 citations
  49. Instilling Type Knowledge in Language Models via Multi-Task QA ↗Shuyang Li, Mukund Sridhar, Chandana Satya Prakash et al.6 citations
  50. Joint Multilingual Knowledge Graph Completion and Alignment ↗Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh et al.6 citations
  51. Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering ↗Xirui Ke, Jing Zhang, Xin Lv et al.6 citations
  52. Language Models Are Poor Learners of Directional Inference ↗Tianyi Li, Mohammad Javad Hosseini, Sabine Weber et al.6 citations
  53. Learning Bias-reduced Word Embeddings Using Dictionary Definitions ↗Haozhe An, Xiaojiang Liu, Donald Zhang6 citations
  54. Learning Cooperative Interactions for Multi-Overlap Aspect Sentiment Triplet Extraction ↗Shiman Zhao, Wei Chen, Tengjiao Wang6 citations
  55. Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ↗Yubo Chen, Yunqi Zhang, Yongfeng Huang6 citations
  56. Learning Structural Information for Syntax-Controlled Paraphrase Generation ↗Erguang Yang, Chenglin Bai, Deyi Xiong et al.6 citations
  57. Learning to Describe Solutions for Bug Reports Based on Developer Discussions ↗Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric et al.6 citations
  58. Learning to Embed Multi-Modal Contexts for Situated Conversational Agents ↗Haeju Lee, Oh Joon Kwon, Yunseon Choi et al.6 citations
  59. Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios ↗Zhuohao Chen, Nikolaos Flemotomos, Zac Imel et al.6 citations
  60. Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback ↗Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen et al.6 citations
  61. Measuring and Improving Semantic Diversity of Dialogue Generation ↗Seungju Han, Beomsu Kim, Buru Chang6 citations
  62. Meta-X$_NLG$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ↗Kaushal Kumar Maurya, Maunendra Desarkar6 citations
  63. Multilingual Multimodal Learning with Machine Translated Text ↗Chen Qiu, Dan Oneață, Emanuele Bugliarello et al.6 citations
  64. N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ↗Taha Aksu, Zhengyuan Liu, Min-Yen Kan et al.6 citations
  65. Probing for Incremental Parse States in Autoregressive Language Models ↗Tiwalayo Eisape, Vineet Gangireddy, Roger Levy et al.6 citations
  66. Selecting Stickers in Open-Domain Dialogue through Multitask Learning ↗Zhexin Zhang, Yeshuang Zhu, Zhengcong Fei et al.6 citations
  67. Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ↗Fanchao Qi, Chuancheng Lv, Zhiyuan Liu et al.6 citations
  68. Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ↗Alexios Gidiotis, Grigorios Tsoumakas6 citations
  69. Structural Supervision for Word Alignment and Machine Translation ↗Lei Li, Kai Fan, Hongjia Li et al.6 citations
  70. TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ↗Megan Leszczynski, Daniel Fu, Mayee Chen et al.6 citations
  71. TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering ↗Yueqing Sun, Yu Zhang, Le Qi et al.6 citations
  72. Thai Nested Named Entity Recognition Corpus ↗Weerayut Buaphet, Can Udomcharoenchaikit, Peerat Limkonchotiwat et al.6 citations
  73. To be or not to be an Integer? Encoding Variables for Mathematical Text ↗Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino et al.6 citations
  74. Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models ↗Siddhant Arora, Siddharth Dalmia, Brian Yan et al.6 citations
  75. Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access ↗Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci6 citations
  76. Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ↗Zi Lin, Jeremiah Zhe Liu, Jingbo Shang6 citations
  77. Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ↗Zilong Wang, Jingbo Shang6 citations
  78. Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training ↗Peide Zhu, Claudia Hauff6 citations
  79. Unsupervised Text Deidentification ↗John Morris, Justin Chiu, Ramin Zabih et al.6 citations
  80. Weighted self Distillation for Chinese word segmentation ↗Rian He, Shubin Cai, Zhong Ming et al.6 citations
  81. Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation ↗Yangbin Chen, Chunfeng Liang6 citations
  82. A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ↗Giovanni Campagna, Sina Semnani, Ryan Kearns et al.5 citations
  83. A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection ↗Ankan Mullick, Sukannya Purkayastha, Pawan Goyal et al.5 citations
  84. Adapters for Enhanced Modeling of Multilingual Knowledge and Text ↗Yifan Hou, Wenxiang Jiao, Meizhen Liu et al.5 citations
  85. AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant ↗Weixian Lei, Difei Gao, Yuxuan Wang et al.5 citations
  86. Automatic Speech Recognition and Query By Example for Creole Languages Documentation ↗Cécile Macaire, Didier Schwab, Benjamin Lecouteux et al.5 citations
  87. Block Diagram-to-Text: Understanding Block Diagram Images by Generating Natural Language Descriptors ↗Shreyanshu Bhushan, Minho Lee5 citations
  88. COMET-QE and Active Learning for Low-Resource Machine Translation ↗Everlyn Asiko Chimoto, Bruce A. Bassett5 citations
  89. Can Language Models Serve as Temporal Knowledge Bases? ↗Ruilin Zhao, Feng Zhao, Guandong Xu et al.5 citations
  90. Capture Human Disagreement Distributions by Calibrated Networks for Natural Language InferenceYuxia Wang, Minghan Wang, Yimeng Chen et al.5 citations · our summary
  91. CoRAL: a Context-aware Croatian Abusive Language Dataset ↗Ravi Shekhar, Vanja Mladen Karan, Matthew Purver5 citations
  92. Code Vulnerability Detection via Nearest Neighbor Mechanism ↗Qianjin Du, Xiaohui Kuang, Gang Zhao5 citations
  93. Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation ↗Xueliang Zhao, Yuxuan Wang, Chongyang Tao et al.5 citations
  94. Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval ↗Ziyang Luo, Yadong Xi, Rongsheng Zhang et al.5 citations
  95. Controllable Sentence Simplification via Operation Classification ↗Liam Cripwell, Joël Legrand, Claire Gardent5 citations
  96. Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ↗Xianghong Fang, Jian Li, Lifeng Shang et al.5 citations
  97. Cross-Domain Sentiment Classification using Semantic Representation ↗Shichen Li, Zhongqing Wang, Xiaotong Jiang et al.5 citations
  98. DOCmT5: Document-Level Pretraining of Multilingual Language Models ↗Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar et al.5 citations
  99. DORE: Document Ordered Relation Extraction based on Generative Framework ↗Qipeng Guo, Yuqing Yang, Hang Yan et al.5 citations
  100. DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents ↗Ziqiao Ma, Benjamin VanDerPloeg, Cristian-Paul Bara et al.5 citations

1 … 6 7 8 9 10 11 12

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/findings/2022/papers/page/7/