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Findings of the Association for Computational Linguistics 2023: all accepted papers

2,194 papers · page 15 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

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  1. Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ↗Kai Zheng, Qingfeng Sun, Yaming Yang et al.2 citations
  2. Adversarial Textual Robustness on Visual Dialog ↗Lu Yu, Verena Rieser2 citations
  3. Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching ↗Zhuoran Jin, Pengfei Cao, Zhitao He et al.2 citations
  4. AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous CoreferenceYuewei Yuan, Chaitanya Malaviya, Mark Yatskar2 citations · our summary
  5. An Exploratory Study on Model Compression for Text-to-SQL ↗Shuo Sun, Yuze Gao, Yuchen Zhang et al.2 citations
  6. An Intra-Class Relation Guided Approach for Code Comment Generation ↗Zhenni Wang, Xiaohan Yu, Yansong Feng et al.2 citations
  7. AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ↗Xinyi He, Mengyu Zhou, Mingjie Zhou et al.2 citations
  8. Assessing Monotonicity Reasoning in Dutch through Natural Language Inference ↗Gijs Wijnholds2 citations
  9. Assessing Privacy Risks in Language Models: A Case Study on Summarization Tasks ↗Ruixiang Tang, Gord Lueck, Rodolfo Quispe et al.2 citations
  10. AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking ↗Yuxiang Nie, Heyan Huang, Wei Wei et al.2 citations
  11. Attribute Controlled Dialogue Prompting ↗Runcheng Liu, Ahmad Rashid, Ivan Kobyzev et al.2 citations
  12. Augmenting pre-trained language models with audio feature embedding for argumentation mining in political debates ↗Rafael Mestre, Stuart E. Middleton, Matt Ryan et al.2 citations
  13. Automated Few-Shot Classification with Instruction-Finetuned Language Models ↗Rami Aly, Xingjian Shi, Kaixiang Lin et al.2 citations
  14. BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification ↗Dmitri Roussinov, Serge Sharoff2 citations
  15. BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation ↗YunSeok Choi, Hyojun Kim, Jee-Hyong Lee2 citations
  16. BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions ↗Arth Bohra, Govert Verkes, Artem Harutyunyan et al.2 citations
  17. Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge ↗Jungwoo Lim, Myunghoon Kang, Jinsung Kim et al.2 citations
  18. Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding ↗Xi Zhu, Xue Han, Shuyuan Peng et al.2 citations
  19. Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? ↗Paola Merlo2 citations
  20. Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention ↗Negar Foroutan, Mohammadreza Banaei, Karl Aberer et al.2 citations
  21. COMET-M: Reasoning about Multiple Events in Complex Sentences ↗Sahithya Ravi, Raymond Ng, Vered Shwartz2 citations
  22. CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset ↗Hanchong Zhang, Jieyu Li, Lu Chen et al.2 citations
  23. Can Word Sense Distribution Detect Semantic Changes of Words? ↗Xiaohang Tang, Yi Zhou, Taichi Aida et al.2 citations
  24. Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data ↗Qingyu Tan, Lu Xu, Lidong Bing et al.2 citations
  25. ClozEx: A Task toward Generation of English Cloze Explanation ↗Zizheng Zhang, Masato Mita, Mamoru Komachi2 citations
  26. CoVariance-based Causal Debiasing for Entity and Relation Extraction ↗Lin Ren, Yongbin Liu, Yixin Cao et al.2 citations
  27. Coarse-to-Fine Dual Encoders are Better Frame Identification Learners ↗Kaikai An, Ce Zheng, Bofei Gao et al.2 citations
  28. Compositional Mathematical Encoding for Math Word Problems ↗Zhenwen Liang, Jipeng Zhang, Kehan Guo et al.2 citations
  29. Contextualized Semantic Distance between Highly Overlapped Texts ↗Letian Peng, Zuchao Li, Hai Zhao2 citations
  30. Contrastive Pre-training for Personalized Expert Finding ↗Qiyao Peng, Hongtao Liu, Zhepeng Lv et al.2 citations
  31. Counterfactual Augmentation for Multimodal Learning Under Presentation Bias ↗Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis et al.2 citations
  32. Cross-Lingual Transfer of Cognitive Processing Complexity ↗Charlotte Pouw, Nora Hollenstein, Lisa Beinborn2 citations
  33. Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting ↗Kaijian Zou, Xinliang Frederick Zhang, Winston Wu et al.2 citations
  34. Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features ↗Li Zhou, Antonia Karamolegkou, Wenyu Chen et al.2 citations
  35. DATScore: Evaluating Translation with Data Augmented Translations ↗Moussa Kamal Eddine, Guokan Shang, Michalis Vazirgiannis2 citations
  36. DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation ↗ChaeHun Park, Seungil Lee, Daniel Rim et al.2 citations
  37. DMLM: Descriptive Masked Language Modeling ↗Edoardo Barba, Niccolò Campolungo, Roberto Navigli2 citations
  38. Data Pruning for Efficient Model Pruning in Neural Machine Translation ↗Abdul Hameed Azeemi, Ihsan Qazi, Agha Raza2 citations
  39. Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training ↗Zhisong Zhang, Emma Strubell, Eduard Hovy2 citations
  40. Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models ↗Lingjun Zhao, Khanh Nguyen, Hal Daumé III2 citations
  41. DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task ↗Guanting Dong, Tingfeng Hui, Zhuoma GongQue et al.2 citations
  42. Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ↗Yue Zhang, Hongliang Fei, Ping Li2 citations
  43. DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation ↗Sajad Norouzi, Rasa Hosseinzadeh, Felipe Perez et al.2 citations
  44. DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding ↗Shanbao Qiao, Xuebing Liu, Seung-Hoon Na2 citations
  45. Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation ↗Tianyu Yang, Thy Thy Tran, Iryna Gurevych2 citations
  46. Disfluency Generation for More Robust Dialogue Systems ↗Benjamin Marie2 citations
  47. Dissecting In-Context Learning of Translations in GPT-3 ↗Vikas Raunak, Arul Menezes, Hany Awadalla2 citations
  48. Distillation of encoder-decoder transformers for sequence labelling ↗Marco Farina, Duccio Pappadopulo, Anant Gupta et al.2 citations
  49. Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ↗You Zhang, Jin Wang, Liang-Chih Yu et al.2 citations
  50. Domain Incremental Lifelong Learning in an Open World ↗Yi Dai, Hao Lang, Yinhe Zheng et al.2 citations
  51. Don't Add, don't Miss: Effective Content Preserving Generation from Pre-Selected Text Spans ↗Aviv Slobodkin, Avi Caciularu, Eran Hirsch et al.2 citations
  52. DopplerBAS: Binaural Audio Synthesis Addressing Doppler Effect ↗Jinglin Liu, Zhenhui Ye, Qian Chen et al.2 citations
  53. ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ↗Karan Aggarwal, Henry Jin, Aitzaz Ahmad2 citations
  54. EDU-level Extractive Summarization with Varying Summary Lengths ↗Yuping Wu, Ching-Hsun Tseng, Jiayu Shang et al.2 citations
  55. Efficient Data Learning for Open Information Extraction with Pre-trained Language Models ↗Zhiyuan Fan, Shizhu He2 citations
  56. Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning ↗Daniel Saggau, Mina Rezaei, Bernd Bischl et al.2 citations
  57. Eliciting Affective Events from Language Models by Multiple View Co-prompting ↗Yuan Zhuang, Ellen Riloff2 citations
  58. End-to-End Argument Mining over Varying Rhetorical Structures ↗Elena Chistova2 citations
  59. Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer ↗Shuang Li, Xuming Hu, Aiwei Liu et al.2 citations
  60. Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition ↗Yuxiang Lu, Yu Hong, Zhipang Wang et al.2 citations
  61. Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing ↗Peiyu Liu, Ze-Feng Gao, Yushuo Chen et al.2 citations
  62. Entity-Based Evaluation of Political Bias in Automatic Summarization ↗Karen Zhou, Chenhao Tan2 citations
  63. Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation ↗Nuo Chen, Qiushi Sun, Jianing Wang et al.2 citations
  64. ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook ↗Wangtao Sun, Xuanqing Yu, Shizhu He et al.2 citations
  65. Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction ↗Junyoung Son, Jinsung Kim, Jungwoo Lim et al.2 citations
  66. Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity ↗Katharina Hämmerl, Alina Fastowski, Jindřich Libovický et al.2 citations
  67. Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation ↗Vivek Iyer, Arturo Oncevay, Alexandra Birch2 citations
  68. Exploring Schema Generalizability of Text-to-SQL ↗Jieyu Li, Lu Chen, Ruisheng Cao et al.2 citations
  69. Exploring Variation of Results from Different Experimental Conditions ↗Maja Popović, Mohammad Arvan, Natalie Parde et al.2 citations
  70. Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach ↗Zheyuan Zhang, Jifan Yu, Juanzi Li et al.2 citations
  71. Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation ↗Sixing Wu, Jiong Yu, Tianshi Che et al.2 citations
  72. Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers ↗Felix Gaschi, Patricio Cerda, Parisa Rastin et al.2 citations
  73. Extracting Shopping Interest-Related Product Types from the Web ↗Yinghao Li, Colin Lockard, Prashant Shiralkar et al.2 citations
  74. Extrapolating Multilingual Understanding Models as Multilingual Generators ↗Bohong Wu, Fei Yuan, Hai Zhao et al.2 citations
  75. FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering ↗Weizhe Lin, Zhilin Wang, Bill Byrne2 citations
  76. FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings ↗Andrew Silva, Pradyumna Tambwekar, Matthew Gombolay2 citations
  77. Filtered Semi-Markov CRF ↗Urchade Zaratiana, Nadi Tomeh, Niama El Khbir et al.2 citations
  78. Focal Training and Tagger Decouple for Grammatical Error Correction ↗Minghuan Tan, Min Yang, Ruifeng Xu2 citations
  79. Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ↗Shira Wein, Christopher M. Homan, Lora Aroyo et al.2 citations
  80. Fusion or Defusion? Flexible Vision-and-Language Pre-Training ↗Rongyi Sun, Ziran Li, Yifeng Ding et al.2 citations
  81. G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ↗Rongxiang Weng, Wen Sen Cheng, Min Zhang2 citations
  82. GBT: Generative Boosting Training Approach for Paraphrase Identification ↗Rui Peng, Zhiling Jin, Yu Hong2 citations
  83. GDA: Grammar-based Data Augmentation for Text Classification using Slot Information ↗Joonghyuk Hahn, Hyunjoon Cheon, Elizabeth Orwig et al.2 citations
  84. GVdoc - Graph-based Visual DOcument Classification ↗Fnu Mohbat, Mohammed J Zaki, Catherine Finegan-Dollak et al.2 citations
  85. Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ↗Amir Pouran Ben Veyseh, Franck Dernoncourt, Bonan Min et al.2 citations
  86. Gradually Excavating External Knowledge for Implicit Complex Question Answering ↗Chang Liu, Xiaoguang Li, Lifeng Shang et al.2 citations
  87. Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing ↗Jing Zheng, Jyh-Herng Chow, Zhongnan Shen et al.2 citations
  88. Grammatical Error Correction via Mixed-Grained Weighted Training ↗Jiahao Li, Quan Wang, Chiwei Zhu et al.2 citations
  89. HEAR: Hearing Enhanced Audio Response for Video-grounded Dialogue ↗Sunjae Yoon, Dahyun Kim, Eunseop Yoon et al.2 citations
  90. Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers ↗Osman İnce, Tanin Zeraati, Semih Yagcioglu et al.2 citations
  91. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg et al.2 citations · our summary
  92. Hierarchical Enhancement Framework for Aspect-based Argument Mining ↗Yujie Fu, Yang Li, Suge Wang et al.2 citations
  93. Hierarchical Fusion for Online Multimodal Dialog Act ClassificationMd Messal Monem Miah, Adarsh Pyarelal, Ruihong Huang2 citations · our summary
  94. HonestBait: Forward References for Attractive but Faithful Headline Generation ↗Chih Yao Chen, Dennis Wu, Lun-Wei Ku2 citations
  95. How do decoding algorithms distribute information in dialogue responses? ↗Saranya Venkatraman, He He, David Reitter2 citations
  96. Hybrid and Collaborative Passage Reranking ↗Zongmeng Zhang, Wengang Zhou, Jiaxin Shi et al.2 citations
  97. Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context ↗Moxin Li, Wenjie Wang, Fuli Feng et al.2 citations
  98. ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding ↗Guojun Wu2 citations
  99. INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition ↗Eunseop Yoon, Hee Suk Yoon, John Harvill et al.2 citations
  100. Identifying Conspiracy Theories News based on Event Relation Graph ↗Yuanyuan Lei, Ruihong Huang2 citations

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