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NAACL 2024: all accepted papers

662 papers · page 5 of 7 · the most cited first · ← NAACL 2024

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  1. Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding ↗Suyoung Kim, Jiyeon Hwang, Ho-Young Jung · Long Papers2 citations
  2. ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval ↗Junggeun Do, Jaeseong Lee, Seung-won Hwang · Short Papers2 citations
  3. DLM: A Decoupled Learning Model for Long-tailed Polyphone Disambiguation in Mandarin ↗Beibei Gao, Yangsen Zhang, Ga Xiang et al. · Long Papers2 citations
  4. DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation ↗Ramraj Chandradevan, Kaustubh Dhole, Eugene Agichtein · Long Papers2 citations
  5. Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations ↗Enze Shi, Lei Ding, Linglong Kong et al. · Long Papers2 citations
  6. Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR ↗Zelin Wu, Gan Song, Christopher Li et al. · Industry Track2 citations
  7. DoubleLingo: Causal Estimation with Large Language Models ↗Marko Veljanovski, Zach Wood-Doughty · Short Papers2 citations
  8. DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction ↗Yuxi Feng, Laks Lakshmanan · Long Papers2 citations
  9. EDC: Effective and Efficient Dialog Comprehension For Dialog State Tracking ↗Qifan Lu, Bhaskar Ramasubramanian, Radha Poovendran · Long Papers2 citations
  10. EMONA: Event-level Moral Opinions in News Articles ↗Yuanyuan Lei, Md Messal Monem Miah, Ayesha Qamar et al. · Long Papers2 citations
  11. Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries ↗Seanie Lee, Jianpeng Cheng, Joris Driesen et al. · Long Papers2 citations
  12. Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models ↗Yi Luo, Zhenghao Lin, YuHao Zhang et al. · Long Papers2 citations
  13. Explanation in the Era of Large Language Models ↗Zining Zhu, Hanjie Chen, Xi Ye et al. · Tutorial Abstracts2 citations
  14. Exploring Inherent Biases in LLMs within Korean Social Context: A Comparative Analysis of ChatGPT and GPT-4 ↗Seungyoon Lee, Dongjun Kim, Dahyun Jung et al. · Student Research Workshop2 citations
  15. F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation ↗Junhong Wu, Yuchen Liu, Chengqing Zong · Long Papers2 citations
  16. FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs ↗Shamik Roy, Sailik Sengupta, Daniele Bonadiman et al. · Long Papers2 citations
  17. Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data ↗Haitham Hammami, Louis Baligand, Bojan Petrovski · Industry Track2 citations
  18. Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples ↗Paulo Cavalin, Pedro Henrique Domingues, Claudio Pinhanez et al. · Long Papers2 citations
  19. From Text to Context: Contextualizing Language with Humans, Groups, and Communities for Socially Aware NLP ↗Adithya V Ganesan, Siddharth Mangalik, Vasudha Varadarajan et al. · Tutorial Abstracts2 citations
  20. Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering) ↗Daniel Lozoya, Alejandro Berazaluce, Juan Perches et al. · Long Papers2 citations
  21. Improving Toponym Resolution by Predicting Attributes to Constrain Geographical Ontology Entries ↗Zeyu Zhang, Egoitz Laparra, Steven Bethard · Short Papers2 citations
  22. In-context Learning and Gradient Descent Revisited ↗Gilad Deutch, Nadav Magar, Tomer Natan et al. · Long Papers2 citations
  23. Interplay of Machine Translation, Diacritics, and Diacritization ↗Wei-Rui Chen, Ife Adebara, Muhammad Abdul-Mageed · Long Papers2 citations
  24. Language Model Based Unsupervised Dependency Parsing with Conditional Mutual Information and Grammatical Constraints ↗Junjie Chen, Xiangheng He, Yusuke Miyao · Long Papers2 citations
  25. Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion ↗Smriti Singh, Cornelia Caragea, Junyi Jessy Li · Short Papers2 citations
  26. Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning ↗Huiming Wang, Zhaodonghui Li, Liying Cheng et al. · Long Papers2 citations
  27. LeanReasoner: Boosting Complex Logical Reasoning with Lean ↗Dongwei Jiang, Marcio Fonseca, Shay B. Cohen · Long Papers2 citations
  28. LegalDiscourse: Interpreting When Laws Apply and To Whom ↗Alexander Spangher, Zihan Xue, Te-Lin Wu et al. · Long Papers2 citations
  29. Leveraging Code to Improve In-Context Learning for Semantic Parsing ↗Ben Bogin, Shivanshu Gupta, Peter Clark et al. · Long Papers2 citations
  30. LifeTox: Unveiling Implicit Toxicity in Life Advice ↗Minbeom Kim, Jahyun Koo, Hwanhee Lee et al. · Short Papers2 citations
  31. Lifelong Event Detection with Embedding Space Separation and Compaction ↗Chengwei Qin, Ruirui Chen, Ruochen Zhao et al. · Short Papers2 citations
  32. Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding ↗Jie Ou, Yueming Chen, Wenhong Tian · Industry Track2 citations
  33. MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets ↗Hossein Aboutalebi, Hwanjun Song, Yusheng Xie et al. · Long Papers2 citations
  34. MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning ↗Huazheng Wang, Jinming Wu, Haifeng Sun et al. · Long Papers2 citations
  35. MisgenderMender: A Community-Informed Approach to Interventions for Misgendering ↗Tamanna Hossain, Sunipa Dev, Sameer Singh · Long Papers2 citations
  36. Modeling Empathetic Alignment in Conversation ↗Jiamin Yang, David Jurgens · Long Papers2 citations
  37. MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages ↗Daryna Dementieva, Nikolay Babakov, Alexander Panchenko · Short Papers2 citations
  38. Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly ↗Changjiang Gao, Hongda Hu, Peng Hu et al. · Long Papers2 citations
  39. Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches ↗Averi Nowak, Francesco Piccinno, Yasemin Altun · Long Papers2 citations
  40. Native Language Identification in Texts: A Survey ↗Dhiman Goswami, Sharanya Thilagan, Kai North et al. · Long Papers2 citations
  41. On the Role of Summary Content Units in Text Summarization Evaluation ↗Marcel Nawrath, Agnieszka Nowak, Tristan Ratz et al. · Short Papers2 citations
  42. P$^3$Sum: Preserving Author's Perspective in News Summarization with Diffusion Language Models ↗Yuhan Liu, Shangbin Feng, Xiaochuang Han et al. · Long Papers2 citations
  43. Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling ↗Subhendu Khatuya, Rajdeep Mukherjee, Akash Ghosh et al. · Long Papers2 citations
  44. Personalized Review Recommendation based on Implicit dimension mining ↗Bei Xu, Yifan Xu · Short Papers2 citations
  45. Polarity Calibration for Opinion Summarization ↗Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho et al. · Long Papers2 citations
  46. Principles from Clinical Research for NLP Model Generalization ↗Aparna Elangovan, Jiayuan He, Yuan Li et al. · Long Papers2 citations
  47. Promptly Predicting Structures: The Return of Inference ↗Maitrey Mehta, Valentina Pyatkin, Vivek Srikumar · Long Papers2 citations
  48. Query-Efficient Textual Adversarial Example Generation for Black-Box Attacks ↗Zhen Yu, Zhenhua Chen, Kun He · Long Papers2 citations
  49. R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces ↗Heng-Jui Chang, James Glass · Long Papers2 citations
  50. ReTA: Recursively Thinking Ahead to Improve the Strategic Reasoning of Large Language Models ↗Jinhao Duan, Shiqi Wang, James Diffenderfer et al. · Long Papers2 citations
  51. Reinforced Multiple Instance Selection for Speaker Attribute Prediction ↗Alireza Salkhordeh Ziabari, Ali Omrani, Parsa Hejabi et al. · Long Papers2 citations
  52. Reliability Estimation of News Media Sources: Birds of a Feather Flock Together ↗Sergio Burdisso, Dairazalia Sanchez-cortes, Esaú Villatoro-tello et al. · Long Papers2 citations
  53. SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window ↗Vikas Raunak, Tom Kocmi, Matt Post · Short Papers2 citations
  54. Teaching Language Models to Self-Improve through Interactive Demonstrations ↗Xiao Yu, Baolin Peng, Michel Galley et al. · Long Papers2 citations
  55. The Role of $n$-gram Smoothing in the Age of Neural Networks ↗Luca Malagutti, Andrius Buinovskij, Anej Svete et al. · Long Papers2 citations
  56. To Clarify or not to Clarify: A Comparative Analysis of Clarification Classification with Fine-Tuning, Prompt Tuning, and Prompt Engineering ↗Alina Leippert, Tatiana Anikina, Bernd Kiefer et al. · Student Research Workshop2 citations
  57. VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization ↗Dongsheng Zhu, Xunzhu Tang, Weidong Han et al. · Long Papers2 citations
  58. What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception ↗Chaitanya Malaviya, Subin Lee, Dan Roth et al. · Long Papers2 citations
  59. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects ↗Minqian Liu, Ying Shen, Zhiyang Xu et al. · Long Papers2 citations
  60. XNLIeu: a dataset for cross-lingual NLI in Basque ↗Maite Heredia, Julen Etxaniz, Muitze Zulaika et al. · Long Papers2 citations
  61. A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers ↗Jordan Meadows, Marco Valentino, Damien Teney et al. · Long Papers1 citation
  62. A Universal Dependencies Treebank for Highland Puebla Nahuatl ↗Robert Pugh, Francis Tyers · Long Papers1 citation
  63. Advancing Regular Language Reasoning in Linear Recurrent Neural Networks ↗Ting-Han Fan, Ta-Chung Chi, Alexander Rudnicky · Short Papers1 citation
  64. CASA: Causality-driven Argument Sufficiency Assessment ↗Xiao Liu, Yansong Feng, Kai-Wei Chang · Long Papers1 citation
  65. CELI: Simple yet Effective Approach to Enhance Out-of-Domain Generalization of Cross-Encoders. ↗Crystina Zhang, Minghan Li, Jimmy Lin · Short Papers1 citation
  66. CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants ↗Albert Sun, Varun Nair, Elliot Schumacher et al. · Long Papers1 citation
  67. Code Models are Zero-shot Precondition Reasoners ↗Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu et al. · Long Papers1 citation
  68. Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data Analysis ↗Tim Fischer, Florian Schneider, Robert Geislinger et al. · System Demonstrations1 citation
  69. Contextualizing Argument Quality Assessment with Relevant Knowledge ↗Darshan Deshpande, Zhivar Sourati, Filip Ilievski et al. · Short Papers1 citation
  70. ContraSim – Analyzing Neural Representations Based on Contrastive Learning ↗Adir Rahamim, Yonatan Belinkov · Long Papers1 citation
  71. Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata ↗Jinghong Chen, Weizhe Lin, Jingbiao Mei et al. · Short Papers1 citation
  72. Corpus Considerations for Annotator Modeling and Scaling ↗Olufunke O. Sarumi, Béla Neuendorf, Joan Plepi et al. · Long Papers1 citation
  73. Cross-Task Generalization Abilities of Large Language Models ↗Qinyuan Ye · Student Research Workshop1 citation
  74. DeMuX: Data-efficient Multilingual Learning ↗Simran Khanuja, Srinivas Gowriraj, Lucio Dery et al. · Long Papers1 citation
  75. Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems ↗Zhenpeng Su, Xing W, Wei Zhou et al. · Long Papers1 citation
  76. DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset ↗Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim et al. · Long Papers1 citation
  77. Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models ↗Stephan Linzbach, Dimitar Dimitrov, Laura Kallmeyer et al. · Long Papers1 citation
  78. Do Vision-Language Models Understand Compound Nouns? ↗Sonal Kumar, Sreyan Ghosh, S Sakshi et al. · Short Papers1 citation
  79. DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling ↗Shikhar Tuli, Chi-Heng Lin, Yen-Chang Hsu et al. · Long Papers1 citation
  80. Embodied Executable Policy Learning with Language-based Scene Summarization ↗Jielin Qiu, Mengdi Xu, William Han et al. · Long Papers1 citation
  81. Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric ↗Mohammad Khosravani, Chenyang Huang, Amine Trabelsi · Long Papers1 citation
  82. Evaluation Dataset for Japanese Medical Text Simplification ↗Koki Horiguchi, Tomoyuki Kajiwara, Yuki Arase et al. · Student Research Workshop1 citation
  83. Event Causality Is Key to Computational Story Understanding ↗Yidan Sun, Qin Chao, Boyang Li · Long Papers1 citation
  84. Explainable CED: A Dataset for Explainable Critical Error Detection in Machine Translation ↗Dahyun Jung, Sugyeong Eo, Chanjun Park et al. · Student Research Workshop1 citation
  85. Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning ↗Xiao Li, Yong Jiang, Shen Huang et al. · Long Papers1 citation
  86. Exploring Self-supervised Logic-enhanced Training for Large Language Models ↗Fangkai Jiao, Zhiyang Teng, Bosheng Ding et al. · Long Papers1 citation
  87. FAMuS: Frames Across Multiple Sources ↗Siddharth Vashishtha, Alexander Martin, William Gantt et al. · Long Papers1 citation
  88. FPT: Feature Prompt Tuning for Few-shot Readability Assessment ↗Ziyang Wang, Sanwoo Lee, Hsiu-Yuan Huang et al. · Long Papers1 citation
  89. Facilitating Opinion Diversity through Hybrid NLP Approaches ↗Michiel Van Der Meer · Student Research Workshop1 citation
  90. Fact Checking Beyond Training Set ↗Payam Karisani, Heng Ji · Long Papers1 citation
  91. Few-Shot Event Argument Extraction Based on a Meta-Learning Approach ↗Aboubacar Tuo, Romaric Besançon, Olivier Ferret et al. · Student Research Workshop1 citation
  92. Fine-grained Gender Control in Machine Translation with Large Language Models ↗Minwoo Lee, Hyukhun Koh, Minsung Kim et al. · Long Papers1 citation
  93. Generating Attractive and Authentic Copywriting from Customer Reviews ↗Yu-Xiang Lin, Wei-Yun Ma · Long Papers1 citation
  94. Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction ↗Md Nayem Uddin, Enfa Rose George, Eduardo Blanco et al. · Long Papers1 citation
  95. HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval ↗Jaeyoung Kim, Dohyeon Lee, Seung-won Hwang · Long Papers1 citation
  96. How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes ↗Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong et al. · Short Papers1 citation
  97. HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants ↗Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci · Long Papers1 citation
  98. Identifying Linear Relational Concepts in Large Language Models ↗David Chanin, Anthony Hunter, Oana-Maria Camburu · Long Papers1 citation
  99. Improving Multi-lingual Alignment Through Soft Contrastive Learning ↗Minsu Park, Seyeon Choi, Chanyeol Choi et al. · Student Research Workshop1 citation
  100. Improving Repository-level Code Search with Text Conversion ↗Mizuki Kondo, Daisuke Kawahara, Toshiyuki Kurabayashi · Student Research Workshop1 citation

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