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

2,194 papers · page 5 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

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  1. Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue ↗Jian Wang, Dongding Lin, Wenjie Li12 citations
  2. Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering ↗Zhiquan Wen, Yaowei Wang, Mingkui Tan et al.12 citations
  3. Enhancing Continual Relation Extraction via Classifier Decomposition ↗Heming Xia, Peiyi Wang, Tianyu Liu et al.12 citations
  4. Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding ↗Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky12 citations
  5. GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ↗Xuming Hu, Aiwei Liu, Zeqi Tan et al.12 citations
  6. GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets ↗Wolfgang Otto, Matthäus Zloch, Lu Gan et al.12 citations
  7. HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models ↗Swaroop Mishra, Elnaz Nouri12 citations
  8. How Many Demonstrations Do You Need for In-context Learning? ↗Jiuhai Chen, Lichang Chen, Chen Zhu et al.12 citations
  9. HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ↗Zhengkun Zhang, Wenya Guo, Xiaojun Meng et al.12 citations
  10. Improving Grammatical Error Correction with Multimodal Feature Integration ↗Tao Fang, Jinpeng Hu, Derek F. Wong et al.12 citations
  11. Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ↗Pengzhi Gao, Liwen Zhang, Zhongjun He et al.12 citations
  12. It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits ↗Yida Mu, Kalina Bontcheva, Nikolaos Aletras12 citations
  13. Language Model Analysis for Ontology Subsumption Inference ↗Yuan He, Jiaoyan Chen, Ernesto Jimenez-Ruiz et al.12 citations
  14. Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues ↗Hongru Wang, Minda Hu, Yang Deng et al.12 citations
  15. Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models ↗Ruida Wang, Wangchunshu Zhou, Mrinmaya Sachan12 citations
  16. Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning ↗Ruosen Li, Xinya Du12 citations
  17. MLASK: Multimodal Summarization of Video-based News Articles ↗Mateusz Krubiński, Pavel Pecina12 citations
  18. Mapping Brains with Language Models: A Survey ↗Antonia Karamolegkou, Mostafa Abdou, Anders Søgaard12 citations
  19. Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ↗Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou et al.12 citations
  20. Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance ↗Song Wang, Zhen Tan, Ruocheng Guo et al.12 citations
  21. On the Zero-Shot Generalization of Machine-Generated Text Detectors ↗Xiao Pu, Jingyu Zhang, Xiaochuang Han et al.12 citations
  22. Opinion Tree Parsing for Aspect-based Sentiment Analysis ↗Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang et al.12 citations
  23. PIVOINE: Instruction Tuning for Open-world Entity Profiling ↗Keming Lu, Xiaoman Pan, Kaiqiang Song et al.12 citations
  24. Pretraining Without Attention ↗Junxiong Wang, Jing Nathan Yan, Albert Gu et al.12 citations
  25. Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ↗Fengzhu Zeng, Wei Gao12 citations
  26. Quantifying the Dialect Gap and its Correlates Across Languages ↗Anjali Kantharuban, Ivan Vulić, Anna Korhonen12 citations
  27. Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization ↗Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello et al.12 citations
  28. Rethinking Document-Level Relation Extraction: A Reality Check ↗Jing Li, Yequan Wang, Shuai Zhang et al.12 citations
  29. Retrieving Multimodal Prompts for Generative Visual Question Answering ↗Timothy Ossowski, Junjie Hu12 citations
  30. Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring? ↗Marie Bexte, Andrea Horbach, Torsten Zesch12 citations
  31. Text Augmented Spatial Aware Zero-shot Referring Image Segmentation ↗Yucheng Suo, Linchao Zhu, Yi Yang12 citations
  32. The Glass Ceiling of Automatic Evaluation in Natural Language Generation ↗Pierre Colombo, Maxime Peyrard, Nathan Noiry et al. · IJCNLP-AACL 2023 (Findings12 citations
  33. The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ↗Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen et al.12 citations
  34. Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing ↗Lucie-Aimée Kaffee, Arnav Arora, Zeerak Talat et al.12 citations
  35. Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too? ↗Weijia Shi, Xiaochuang Han, Hila Gonen et al.12 citations
  36. Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? ↗Jielin Qiu, William Han, Jiacheng Zhu et al.12 citations
  37. Visualize Before You Write: Imagination-Guided Open-Ended Text Generation ↗Wanrong Zhu, An Yan, Yujie Lu et al.12 citations
  38. Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications ↗Li Lucy, Jesse Dodge, David Bamman et al.12 citations
  39. Zero-Shot Text Classification via Self-Supervised Tuning ↗Chaoqun Liu, Wenxuan Zhang, Guizhen Chen et al.12 citations
  40. A Two-Stage Decoder for Efficient ICD Coding ↗Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap et al.11 citations
  41. Abstractive Text Summarization Using the BRIO Training Paradigm ↗Khang Lam, Thieu Doan, Khang Pham et al.11 citations
  42. Adaptive Contrastive Knowledge Distillation for BERT Compression ↗Jinyang Guo, Jiaheng Liu, Zining Wang et al.11 citations
  43. Asking Clarification Questions to Handle Ambiguity in Open-Domain QA ↗Dongryeol Lee, Segwang Kim, Minwoo Lee et al.11 citations
  44. Augmenting Large Language Model Translators via Translation Memories ↗Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao et al.11 citations
  45. Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models ↗Zhihan Zhang, Shuohang Wang, Wenhao Yu et al.11 citations
  46. Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ↗Yi Liu, Xiaohan Bi, Lei Li et al.11 citations
  47. ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection ↗Youngwook Kim, Shinwoo Park, Youngsoo Namgoong et al.11 citations
  48. DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction ↗Gang Zhao, Xiaocheng Gong, Xinjie Yang et al.11 citations
  49. ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations ↗Zhen Han, Ruotong Liao, Jindong Gu et al.11 citations
  50. Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ↗Xiao Wang, Weikang Zhou, Qi Zhang et al.11 citations
  51. Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator ↗Ziwei He, Meng Yang, Minwei Feng et al.11 citations
  52. Frustratingly Easy Label Projection for Cross-lingual Transfer ↗Yang Chen, Chao Jiang, Alan Ritter et al.11 citations
  53. Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ↗Xingyu Fu, Sheng Zhang, Gukyeong Kwon et al.11 citations
  54. Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ↗Xuefeng Li, Liwen Wang, Guanting Dong et al.11 citations
  55. HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language ↗Shantipriya Parida, Idris Abdulmumin, Shamsuddeen Hassan Muhammad et al.11 citations
  56. How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench ↗Qinyuan Ye, Harvey Fu, Xiang Ren et al.11 citations
  57. Information Extraction from Legal Wills: How Well Does GPT-4 Do? ↗Alice Kwak, Cheonkam Jeong, Gaetano Forte et al.11 citations
  58. InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations ↗Nils Feldhus, Qianli Wang, Tatiana Anikina et al.11 citations
  59. Knowledge is a Region in Weight Space for Fine-tuned Language Models ↗Almog Gueta, Elad Venezian, Colin Raffel et al.11 citations
  60. LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ↗Rita Ramos, Bruno Martins, Desmond Elliott11 citations
  61. Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ↗Zhe Yang, Yi Huang, Junlan Feng11 citations
  62. NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ↗Yue Zhang, Bo Zhang, Haochen Jiang et al.11 citations
  63. Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ↗Genta Winata, Lingjue Xie, Karthik Radhakrishnan et al.11 citations
  64. PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction ↗Xiao Wei, Jianbao Huang, Hang Yu et al.11 citations
  65. PaRaDe: Passage Ranking using Demonstrations with LLMs ↗Andrew Drozdov, Honglei Zhuang, Zhuyun Dai et al.11 citations
  66. PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning ↗Chengfeng Dou, Zhi Jin, Wenpin Jiao et al.11 citations
  67. Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling ApproachesDaniel Fried, Nicholas Tomlin, Jennifer Hu et al.11 citations · our summary
  68. Pretraining Language Models with Text-Attributed Heterogeneous Graphs ↗Tao Zou, Le Yu, Yifei Huang et al.11 citations
  69. ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction ↗Yaorui Shi, An Zhang, Enzhi Zhang et al.11 citations
  70. RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media ↗Somin Wadhwa, Vivek Khetan, Silvio Amir et al.11 citations
  71. Rethinking Semi-supervised Learning with Language Models ↗Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras et al.11 citations
  72. SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning ↗Zhengtao Liu, Lei Tan, Mengfan Li et al.11 citations
  73. Toward Joint Language Modeling for Speech Units and Text ↗Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu et al.11 citations
  74. Towards Detecting Contextual Real-Time Toxicity for In-Game Chat ↗Zachary Yang, Nicolas Grenon-Godbout, Reihaneh Rabbany11 citations
  75. Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ↗Liang Chen, Hongru Wang, Yang Deng et al.11 citations
  76. Understanding Programs by Exploiting (Fuzzing) Test Cases ↗Jianyu Zhao, Yuyang Rong, Yiwen Guo et al.11 citations
  77. VCSUM: A Versatile Chinese Meeting Summarization Dataset ↗Han Wu, Mingjie Zhan, Haochen Tan et al.11 citations
  78. VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers ↗Shahar Katz, Yonatan Belinkov11 citations
  79. Watermarking LLMs with Weight Quantization ↗Linyang Li, Botian Jiang, Pengyu Wang et al.11 citations
  80. Words, Subwords, and Morphemes: What Really Matters in the Surprisal-Reading Time Relationship? ↗Sathvik Nair, Philip Resnik11 citations
  81. mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations ↗Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia et al.11 citations
  82. A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ↗Yu Li, Bojie Hu, Fengshuo Zhang et al.10 citations
  83. Aligning Offline Metrics and Human Judgments of Value for Code Generation Models ↗Victor Dibia, Adam Fourney, Gagan Bansal et al.10 citations
  84. Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding ↗Xiang Fang, Daizong Liu, Wanlong Fang et al.10 citations
  85. Are Synonym Substitution Attacks Really Synonym Substitution Attacks? ↗Cheng-Han Chiang, Hung-yi Lee10 citations
  86. Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs ↗Chenyang Yang, Rishabh Rustogi, Rachel Brower-Sinning et al.10 citations
  87. BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ↗Liyan Kang, Luyang Huang, Ningxin Peng et al.10 citations
  88. CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction ↗Rajdeep Mukherjee, Nithish Kannen, Saurabh Pandey et al.10 citations
  89. Combining Psychological Theory with Language Models for Suicide Risk Detection ↗Daniel Izmaylov, Avi Segal, Kobi Gal et al.10 citations
  90. Conformal Nucleus Sampling ↗Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger10 citations
  91. Culturally Aware Natural Language InferenceJing Huang, Diyi Yang10 citations · our summary
  92. DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ↗Bo Lv, Xin Liu, Shaojie Dai et al.10 citations
  93. Data-Efficient Finetuning Using Cross-Task Nearest Neighbors ↗Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi et al.10 citations
  94. Definitions Matter: Guiding GPT for Multi-label Classification ↗Youri Peskine, Damir Korenčić, Ivan Grubisic et al.10 citations
  95. Delving into the Openness of CLIP ↗Shuhuai Ren, Lei Li, Xuancheng Ren et al.10 citations
  96. Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering ↗Inderjeet Nair, Shwetha Somasundaram, Apoorv Saxena et al.10 citations
  97. End-to-End Simultaneous Speech Translation with Differentiable Segmentation ↗Shaolei Zhang, Yang Feng10 citations
  98. Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ↗Mingyang Zhou, Yi Fung, Long Chen et al.10 citations
  99. Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ↗Ruili Pu, Yang Li, Suge Wang et al.10 citations
  100. Error Detection for Text-to-SQL Semantic Parsing ↗Shijie Chen, Ziru Chen, Huan Sun et al.10 citations

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