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

2,194 papers · page 3 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

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  1. TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition ↗Weixiang Zhao, Yanyan Zhao, Shilong Wang et al.23 citations
  2. ZeroSCROLLS: A Zero-Shot Benchmark for Long Text UnderstandingUri Shaham, Maor Ivgi, Avia Efrat et al.23 citations · our summary
  3. An Investigation of Evaluation Methods in Automatic Medical Note Generation ↗Asma Ben Abacha, Wen-wai Yim, George Michalopoulos et al.22 citations
  4. Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ↗Qiang Zhang, Jason Naradowsky, Yusuke Miyao22 citations
  5. Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction ↗Xilai Ma, Jing Li, Min Zhang22 citations
  6. CoEdIT: Text Editing by Task-Specific Instruction Tuning ↗Vipul Raheja, Dhruv Kumar, Ryan Koo et al.22 citations
  7. Don't Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness ↗Weixiang Zhao, Yanyan Zhao, Xin Lu et al.22 citations
  8. HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning ↗Yongjin Yang, Joonkee Kim, Yujin Kim et al.22 citations
  9. Improving Contrastive Learning of Sentence Embeddings from AI Feedback ↗Qinyuan Cheng, Xiaogui Yang, Tianxiang Sun et al.22 citations
  10. MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages ↗Zhiruo Wang, Grace Cuenca, Shuyan Zhou et al.22 citations
  11. Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ↗Haozhe Yang, Xianqiang Gao, Jianlong Wu et al.22 citations
  12. Tab-CoT: Zero-shot Tabular Chain of Thought ↗Jin Ziqi, Wei Lu22 citations
  13. Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System ↗Namo Bang, Jeehyun Lee, Myoung-Wan Koo22 citations
  14. Adapting Pretrained Text-to-Text Models for Long Text Sequences ↗Wenhan Xiong, Anchit Gupta, Shubham Toshniwal et al.21 citations
  15. Chain of Thought Prompting Elicits Knowledge Augmentation ↗Dingjun Wu, Jing Zhang, Xinmei Huang21 citations
  16. Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting ↗Zhiyu Chen, Yujie Lu, William Wang21 citations
  17. FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ↗Michiel de Jong, Yury Zemlyanskiy, Joshua Ainslie et al.21 citations
  18. Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ↗Yiqun Hu, Yiyun Zhao, Jiarong Jiang et al.21 citations
  19. RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs ↗Xukai Liu, Kai Zhang, Ye Liu et al.21 citations
  20. Replace and Report: NLP Assisted Radiology Report Generation ↗Kaveri Kale, Pushpak Bhattacharyya, Kshitij Jadhav21 citations
  21. Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation ↗Xingdi Yuan, Tong Wang, Yen-Hsiang Wang et al.21 citations
  22. Speech-to-Speech Translation for a Real-world Unwritten Language ↗Peng-Jen Chen, Kevin Tran, Yilin Yang et al.21 citations
  23. Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting ↗Benjamin Yan, Ruochen Liu, David Kuo et al.21 citations
  24. Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models ↗Hongzhan Lin, Ziyang Luo, Jing Ma et al.20 citations
  25. CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models ↗Denis McInerney, Geoffrey Young, Jan-Willem van de Meent et al.20 citations
  26. Know What I don't Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ↗Bing Wang, Yan Gao, Zhoujun Li et al.20 citations
  27. Language acquisition: do children and language models follow similar learning stages?Linnea Evanson, Yair Lakretz, Jean Rémi King20 citations · our summary
  28. MVP: Multi-task Supervised Pre-training for Natural Language Generation ↗Tianyi Tang, Junyi Li, Wayne Xin Zhao et al.20 citations
  29. Manipulating the Perceived Personality Traits of Language Models ↗Graham Caron, Shashank Srivastava20 citations
  30. SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting ↗Xiaoying Zhang, Baolin Peng, Kun Li et al.20 citations
  31. TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding ↗Shuhuai Ren, Sishuo Chen, Shicheng Li et al.20 citations
  32. Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ↗Yibin Lei, Liang Ding, Yu Cao et al.20 citations
  33. CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation ↗YunSeok Choi, Jee-Hyong Lee19 citations
  34. Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ↗Geng Tu, Bin Liang, Ruibin Mao et al.19 citations
  35. Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue ↗Yuanxing Liu, Weinan Zhang, Yifan Chen et al.19 citations
  36. Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ↗Ercong Nie, Sheng Liang, Helmut Schmid et al.19 citations
  37. Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ↗Jason Hoelscher-Obermaier, Julia Persson, Esben Kran et al.19 citations
  38. Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction ↗Qian Li, Shu Guo, Cheng Ji et al.19 citations
  39. Energy and Carbon Considerations of Fine-Tuning BERT ↗Xiaorong Wang, Clara Na, Emma Strubell et al.19 citations
  40. Execution-Based Evaluation for Open-Domain Code Generation ↗Zhiruo Wang, Shuyan Zhou, Daniel Fried et al.19 citations
  41. ISLTranslate: Dataset for Translating Indian Sign Language ↗Abhinav Joshi, Susmit Agrawal, Ashutosh Modi19 citations
  42. Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge ↗Hua Cai, Xuli Shen, Qing Xu et al.19 citations
  43. Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion ↗Yifu Gao, Yongquan He, Zhigang Kan et al.19 citations
  44. MaXM: Towards Multilingual Visual Question Answering ↗Soravit Changpinyo, Linting Xue, Michal Yarom et al.19 citations
  45. MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ↗Li Yang, Qifan Wang, Jingang Wang et al.19 citations
  46. RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning ↗Wenjun Hou, Yi Cheng, Kaishuai Xu et al.19 citations
  47. RMSSinger: Realistic-Music-Score based Singing Voice Synthesis ↗Jinzheng He, Jinglin Liu, Zhenhui Ye et al.19 citations
  48. Scientific Fact-Checking: A Survey of Resources and Approaches ↗Juraj Vladika, Florian Matthes19 citations
  49. Search Augmented Instruction Learning ↗Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang et al.19 citations
  50. Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models ↗Pengcheng Jiang, Shivam Agarwal, Bowen Jin et al.19 citations
  51. TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations ↗Xin Zhou, Yi Lu, Ruotian Ma et al.19 citations
  52. Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens ↗Byung-Doh Oh, William Schuler19 citations
  53. A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization ↗Chenhui Shen, Liying Cheng, Xuan-Phi Nguyen et al.18 citations
  54. A Survey on Dynamic Neural Networks for Natural Language Processing ↗Canwen Xu, Julian McAuley18 citations
  55. An Empirical Study of Multimodal Model Merging ↗Yi-Lin Sung, Linjie Li, Kevin Lin et al.18 citations
  56. BotPercent: Estimating Bot Populations in Twitter Communities ↗Zhaoxuan Tan, Shangbin Feng, Melanie Sclar et al.18 citations
  57. CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering ↗Weiqi Wang, Tianqing Fang, Wenxuan Ding et al.18 citations
  58. Contextualized Soft Prompts for Extraction of Event Arguments ↗Chien Nguyen, Hieu Man, Thien Nguyen18 citations
  59. Controllable Chest X-Ray Report Generation from Longitudinal Representations ↗Francesco Dalla Serra, Chaoyang Wang, Fani Deligianni et al.18 citations
  60. DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM ↗Weijie Xu, Wenxiang Hu, Fanyou Wu et al.18 citations
  61. E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition ↗Zhen Zhang, Mengting Hu, Shiwan Zhao et al.18 citations
  62. Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer ↗Qingru Zhang, Dhananjay Ram, Cole Hawkins et al.18 citations
  63. Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering ↗Yung-Sung Chuang, Wei Fang, Shang-Wen Li et al.18 citations
  64. FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing ↗Zhuang Li, Yuyang Chai, Terry Yue Zhuo et al.18 citations
  65. HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science ↗Yu Song, Santiago Miret, Huan Zhang et al.18 citations
  66. IMU2CLIP: Language-grounded Motion Sensor Translation with Multimodal Contrastive Learning ↗Seungwhan Moon, Andrea Madotto, Zhaojiang Lin et al.18 citations
  67. In-context Learning for Few-shot Multimodal Named Entity Recognition ↗Chenran Cai, Qianlong Wang, Bin Liang et al.18 citations
  68. LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases ↗Shaurya Vats, Atharva Zope, Somsubhra De et al.18 citations
  69. MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention ↗Thinh Pham, Chi Tran, Dat Quoc Nguyen18 citations
  70. Multimodal Automated Fact-Checking: A Survey ↗Mubashara Akhtar, Michael Schlichtkrull, Zhijiang Guo et al.18 citations
  71. ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ↗Yue Yu, Yuchen Zhuang, Rongzhi Zhang et al.18 citations
  72. SAC$^3$: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency ↗Jiaxin Zhang, Zhuohang Li, Kamalika Das et al.18 citations
  73. SERENGETI: Massively Multilingual Language Models for Africa ↗Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed et al.18 citations
  74. Selective Demonstrations for Cross-domain Text-to-SQL ↗Shuaichen Chang, Eric Fosler-Lussier18 citations
  75. Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis ↗Fan Qian, Jiqing Han, Yongjun He et al.18 citations
  76. A corpus of metaphors as register markers ↗Markus Egg, Valia Kordoni17 citations
  77. An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ↗Yova Kementchedjhieva, Ilias Chalkidis17 citations
  78. Deep Span Representations for Named Entity Recognition ↗Enwei Zhu, Yiyang Liu, Jinpeng Li17 citations
  79. DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion ModelsShansan Gong, Mukai Li, Jiangtao Feng et al.17 citations · our summary
  80. Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages ↗Simran Khanuja, Sebastian Ruder, Partha Talukdar17 citations
  81. Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection ↗Yi Dai, Hao Lang, Kaisheng Zeng et al.17 citations
  82. GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ↗Shuai Peng, Di Fu, Yijun Liang et al.17 citations
  83. GlotLID: Language Identification for Low-Resource LanguagesAmir Hossein Kargaran, Ayyoob Imani, François Yvon et al.17 citations · our summary
  84. Harnessing the power of LLMs: Evaluating human-AI text co-creation through the lens of news headline generation ↗Zijian Ding, Alison Smith-Renner, Wenjuan Zhang et al.17 citations
  85. Improving Knowledge Graph Completion with Generative Hard Negative Mining ↗Zile Qiao, Wei Ye, Dingyao Yu et al.17 citations
  86. Improving Seq2Seq Grammatical Error Correction via Decoding Interventions ↗Houquan Zhou, Yumeng Liu, Zhenghua Li et al.17 citations
  87. KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection ↗Jing Ma, Chen Chen, Chunyan Hou et al.17 citations
  88. Locally Differentially Private Document Generation Using Zero Shot Prompting ↗Saiteja Utpala, Sara Hooker, Pin-Yu Chen17 citations
  89. LogiCoT: Logical Chain-of-Thought Instruction Tuning ↗Hanmeng Liu, Zhiyang Teng, Leyang Cui et al.17 citations
  90. NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization ↗Junru Lu, Jiazheng Li, Byron Wallace et al.17 citations
  91. On the Expressivity Role of LayerNorm in Transformers' Attention ↗Shaked Brody, Uri Alon, Eran Yahav17 citations
  92. Prompt-Based Metric Learning for Few-Shot NER ↗Yanru Chen, Yanan Zheng, Zhilin Yang17 citations
  93. SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data ↗Ruoxi Sun, Sercan Arik, Rajarishi Sinha et al.17 citations
  94. Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning ↗Duarte M. Alves, Nuno M. Guerreiro, João Alves et al.17 citations
  95. Systematic Assessment of Factual Knowledge in Large Language Models ↗Linhao Luo, Trang Vu, Dinh Phung et al.17 citations
  96. Transformers with Learnable Activation Functions ↗Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi et al.17 citations
  97. Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction ↗Mengting Hu, Yinhao Bai, Yike Wu et al.17 citations
  98. Zero-shot Topical Text Classification with LLMs - an Experimental Study ↗Shai Gretz, Alon Halfon, Ilya Shnayderman et al.17 citations
  99. An Annotated Dataset for Explainable Interpersonal Risk Factors of Mental Disturbance in Social Media Posts ↗Muskan Garg, Amirmohammad Shahbandegan, Amrit Chadha et al.16 citations
  100. Best Practices in the Creation and Use of Emotion Lexicons ↗Saif Mohammad16 citations

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