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

2,194 papers · page 13 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

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  1. BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text ↗Aarohi Srivastava, David Chiang3 citations
  2. Benchmarking Long-tail Generalization with Likelihood Splits ↗Ameya Godbole, Robin Jia3 citations
  3. Better Pre-Training by Reducing Representation Confusion ↗Haojie Zhang, Mingfei Liang, Ruobing Xie et al.3 citations
  4. Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data ↗Robert Litschko, Ekaterina Artemova, Barbara Plank3 citations
  5. Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction ↗Pengfei Yu, Jonathan May, Heng Ji3 citations
  6. CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER ↗Tanmay Surana, Thi-Nga Ho, Kyaw Tun et al.3 citations
  7. CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation ↗Lianzhang Lou, Xi Yin, Yutao Xie et al.3 citations
  8. CCIM: Cross-modal Cross-lingual Interactive Image Translation ↗Cong Ma, Yaping Zhang, Mei Tu et al.3 citations
  9. CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation ↗Xiaohu Zhao, Haoran Sun, Yikun Lei et al.3 citations
  10. CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ↗Linhao Dong, Zhecheng An, Peihao Wu et al.3 citations
  11. Can Language Models Be Specific? How? ↗Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong et al.3 citations
  12. Causal Inference from Text: Unveiling Interactions between Variables ↗Yuxiang Zhou, Yulan He3 citations
  13. Chinese Metaphorical Relation Extraction ↗Guihua Chen, Tiantian Wu, MiaoMiao Cheng et al.3 citations
  14. Cloze Quality Estimation for Language Assessment ↗Zizheng Zhang, Masato Mita, Mamoru Komachi3 citations
  15. Code-Switching with Word Senses for Pretraining in Neural Machine Translation ↗Vivek Iyer, Edoardo Barba, Alexandra Birch et al.3 citations
  16. Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review ↗Reem Bin-Hezam, Mark Stevenson3 citations
  17. Common Law Annotations: Investigating the Stability of Dialog System Output Annotations ↗Seunggun Lee, Alexandra DeLucia, Nikita Nangia et al.3 citations
  18. Commonsense Knowledge Transfer for Pre-trained Language Models ↗Wangchunshu Zhou, Ronan Le Bras, Yejin Choi3 citations
  19. CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering ↗Donghan Yu, Yu Gu, Chenyan Xiong et al.3 citations
  20. Conditioning on Dialog Acts improves Empathy Style Transfer ↗Renyi Qu, Lyle Ungar, João Sedoc3 citations
  21. Context-Aware Document Simplification ↗Liam Cripwell, Joël Legrand, Claire Gardent3 citations
  22. Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition ↗Xiaoshuai Song, Yutao Mou, Keqing He et al.3 citations
  23. Controllable Conversation Generation with Conversation Structures via Diffusion Models ↗Jiaao Chen, Diyi Yang3 citations
  24. Cross-Lingual Transfer with Target Language-Ready Task Adapters ↗Marinela Parovic, Alan Ansell, Ivan Vulić et al.3 citations
  25. DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text ↗Shuaiyi Li, Yang Deng, Wai Lam3 citations
  26. Detecting Adversarial Samples through Sharpness of Loss Landscape ↗Rui Zheng, Shihan Dou, Yuhao Zhou et al.3 citations
  27. Diable: Efficient Dialogue State Tracking as Operations on Tables ↗Pietro Lesci, Yoshinari Fujinuma, Momchil Hardalov et al.3 citations
  28. Dialect Transfer for Swiss German Speech Translation ↗Claudio Paonessa, Yanick Schraner, Jan Deriu et al.3 citations
  29. Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning ↗Wencke Liermann, Yo-Han Park, Yong-Seok Choi et al.3 citations
  30. Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation ↗Lei Gao, Xinnan Zhang, Xian Wu et al.3 citations
  31. Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization ↗Shaoyao Huang, Luozheng Qin, Ziqiang Cao3 citations
  32. Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ↗Zhiyuan Zhang, Deli Chen, Hao Zhou et al.3 citations
  33. Dimensions of Online Conflict: Towards Modeling Agonism ↗Matt Canute, Mali Jin, Hannah Holtzclaw et al.3 citations
  34. Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo ↗Tharindu Cyril Weerasooriya, Alexander Ororbia, Raj Bhensadadia et al.3 citations
  35. Dual Contrastive Learning Framework for Incremental Text Classification ↗Yigong Wang, Zhuoyi Wang, Yu Lin et al.3 citations
  36. Dynamic Voting for Efficient Reasoning in Large Language Models ↗Mingfeng Xue, Dayiheng Liu, Wenqiang Lei et al.3 citations
  37. EMO-KNOW: A Large Scale Dataset on Emotion-Cause ↗Mia Nguyen, Yasith Samaradivakara, Prasanth Sasikumar et al.3 citations
  38. Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition ↗Yige Xu, Zhiwei Zeng, Zhiqi Shen3 citations
  39. Efficient Multilingual Language Model Compression through Vocabulary Trimming ↗Asahi Ushio, Yi Zhou, Jose Camacho-Collados3 citations
  40. Encoder and Decoder, Not One Less for Pre-trained Language Model Sponsored NMT ↗Sufeng Duan, Hai Zhao3 citations
  41. End-to-End Task-Oriented Dialogue Systems Based on Schema ↗Wiradee Imrattanatrai, Ken Fukuda3 citations
  42. End-to-end Adversarial Sample Generation for Data Augmentation ↗Tianyuan Liu, Yuqing Sun3 citations
  43. Enhancing Abstractiveness of Summarization Models through Calibrated Distillation ↗Hwanjun Song, Igor Shalyminov, Hang Su et al.3 citations
  44. Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information ↗Yun Luo, Zhen Yang, Fandong Meng et al.3 citations
  45. Enhancing Cross-lingual Transfer via Phonemic Transcription Integration ↗Hoang Nguyen, Chenwei Zhang, Tao Zhang et al.3 citations
  46. Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization ↗Guiyang Hou, Yongliang Shen, Wenqi Zhang et al.3 citations
  47. Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples ↗Hwichan Kim, Mamoru Komachi3 citations
  48. Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks ↗Arijit Nag, Bidisha Samanta, Animesh Mukherjee et al.3 citations
  49. Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain ↗Isabella Olariu, Cedric Lothritz, Jacques Klein et al.3 citations
  50. Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains ↗Tomer Volk, Eyal Ben-David, Ohad Amosy et al.3 citations
  51. Exploring Graph Pre-training for Aspect-based Sentiment Analysis ↗Xiaoyi Bao, Zhongqing Wang, Guodong Zhou3 citations
  52. Exploring In-Context Learning for Knowledge Grounded Dialog Generation ↗Qinyu Chen, Wenhao Wu, Sujian Li3 citations
  53. Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and OpportunitiesRiccardo Orlando, Simone Conia, Roberto Navigli3 citations · our summary
  54. Exploring Robust Overfitting for Pre-trained Language Models ↗Bin Zhu, Yanghui Rao3 citations
  55. Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization ↗Luyao Cheng, Siqi Zheng, Zhang Qinglin et al.3 citations
  56. FFAEval: Evaluating Dialogue System via Free-For-All Ranking ↗Zeyao Ma, Zijun Yao, Jing Zhang et al.3 citations
  57. Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets ↗Rui Wang, Tong Yu, Junda Wu et al.3 citations
  58. Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ↗Mengyue Zhou, Xu Liu, David Liu et al.3 citations
  59. Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI ↗Alex Mei, Sharon Levy, William Yang Wang3 citations
  60. Frequency Balanced Datasets Lead to Better Language Models ↗Rodolfo Zevallos, Mireia Farrús, Núria Bel3 citations
  61. Frugal Prompting for Dialog Models ↗Bishal Santra, Sakya Basak, Abhinandan De et al.3 citations
  62. GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves ↗Denis Peskoff, Adam Visokay, Sander Schulhoff et al.3 citations
  63. GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ↗Zhihua Wen, Zhiliang Tian, Zhen Huang et al.3 citations
  64. Generating Synthetic Speech from SpokenVocab for Speech Translation ↗Jinming Zhao, Gholamreza Haffari, Ehsan Shareghi3 citations
  65. Geographical Erasure in Language Generation ↗Pola Schwöbel, Jacek Golebiowski, Michele Donini et al.3 citations
  66. Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction ↗Thong Nguyen, Xiaobao Wu, Xinshuai Dong et al.3 citations
  67. Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph ↗Yue Tan, Bo Wang, Anqi Liu et al.3 citations
  68. HadSkip: Homotopic and Adaptive Layer Skipping of Pre-trained Language Models for Efficient Inference ↗Haoyu Wang, Yaqing Wang, Tianci Liu et al.3 citations
  69. High-quality argumentative information in low resources approaches improve counter-narrative generation ↗Damián Furman, Pablo Torres, José Rodríguez et al.3 citations
  70. How does the brain process syntactic structure while listening? ↗Subba Reddy Oota, Mounika Marreddy, Manish Gupta et al.3 citations
  71. How does the task complexity of masked pretraining objectives affect downstream performance? ↗Atsuki Yamaguchi, Hiroaki Ozaki, Terufumi Morishita et al.3 citations
  72. INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models ↗H S V N S Kowndinya Renduchintala, Krishnateja Killamsetty, Sumit Bhatia et al.3 citations
  73. INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations ↗Anil Ramakrishna, Rahul Gupta, Jens Lehmann et al.3 citations
  74. Identifying Early Maladaptive Schemas from Mental Health Question Texts ↗Sujatha Gollapalli, Beng Ang, See-Kiong Ng3 citations
  75. Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ↗Sherzod Hakimov, David Schlangen3 citations
  76. Improving Machine Reading Comprehension through A Simple Masked-Training Scheme ↗Xun Yao, Junlong Ma, Xinrong Hu et al. · IJCNLP-AACL 2023 (Findings3 citations
  77. Improving Named Entity Recognition via Bridge-based Domain Adaptation ↗Jingyun Xu, Changmeng Zheng, Yi Cai et al.3 citations
  78. Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting ↗Ke Wang, Jun Xie, Yuqi Zhang et al.3 citations
  79. Improving Speech Translation by Fusing Speech and Text ↗Wenbiao Yin, Zhicheng Liu, Chengqi Zhao et al.3 citations
  80. Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering ↗Sukmin Cho, Jeongyeon Seo, Soyeong Jeong et al.3 citations
  81. In-Context Demonstration Selection with Cross Entropy Difference ↗Dan Iter, Reid Pryzant, Ruochen Xu et al.3 citations
  82. In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model ↗Yanzhi Tian, Xiang Li, Zeming Liu et al.3 citations
  83. IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery ↗Bhavuk Singhal, Ashim Gupta, V P Shivasankaran et al.3 citations
  84. Interventional Probing in High Dimensions: An NLI Case Study ↗Julia Rozanova, Marco Valentino, Lucas Cordeiro et al.3 citations
  85. Inverse Reinforcement Learning for Text Summarization ↗Yu Fu, Deyi Xiong, Yue Dong3 citations
  86. Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces ↗Tal Levy, Omer Goldman, Reut Tsarfaty3 citations
  87. Joint Semantic and Strategy Matching for Persuasive Dialogue ↗Chuhao Jin, Yutao Zhu, Lingzhen Kong et al.3 citations
  88. KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ↗Wei Chen, Shiqi Wei, Zhongyu Wei et al.3 citations
  89. Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories ↗Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi et al.3 citations
  90. LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs ↗Junnan Liu, Qianren Mao, Chenghua Lin et al.3 citations
  91. LR-Sum: Summarization for Less-Resourced Languages ↗Chester Palen-Michel, Constantine Lignos3 citations
  92. Language-Agnostic Bias Detection in Language Models with Bias Probing ↗Abdullatif Köksal, Omer Yalcin, Ahmet Akbiyik et al.3 citations
  93. Late Fusion of Transformers for Sentiment Analysis of Code-Switched Data ↗Gagan Sharma, R Chinmay, Raksha Sharma3 citations
  94. Layerwise universal adversarial attack on NLP models ↗Olga Tsymboi, Danil Malaev, Andrei Petrovskii et al.3 citations
  95. Learning the Effects of Physical Actions in a Multi-modal Environment ↗Gautier Dagan, Frank Keller, Alex Lascarides3 citations
  96. Learning to Rank Utterances for Query-Focused Meeting Summarization ↗Xingxian Liu, Yajing Xu3 citations
  97. Long-Range Language Modeling with Selective Cache ↗Xinting Huang, Nora Hollenstein3 citations
  98. MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering ↗Mahmoud Khademi, Ziyi Yang, Felipe Frujeri et al.3 citations
  99. MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns ↗Anqi Liu, Bo Wang, Yue Tan et al.3 citations
  100. MUTANT: A Multi-sentential Code-mixed Hinglish Dataset ↗Rahul Gupta, Vivek Srivastava, Mayank Singh3 citations

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