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NAACL 2024: all accepted papers

662 papers · page 4 of 7 · the most cited first · ← NAACL 2024

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  1. Investigating the Emergent Audio Classification Ability of ASR Foundation Models ↗Rao Ma, Adian Liusie, Mark Gales et al. · Long Papers4 citations
  2. IterAlign: Iterative Constitutional Alignment of Large Language Models ↗Xiusi Chen, Hongzhi Wen, Sreyashi Nag et al. · Long Papers4 citations
  3. KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning ↗Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu et al. · Long Papers4 citations
  4. Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages ↗Nathaniel R. Robinson, Raj Dabre, Ammon Shurtz et al. · Long Papers4 citations
  5. LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems ↗Jisoo Mok, Mohammad Kachuee, Shuyang Dai et al. · Industry Track4 citations
  6. LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction ↗Huang Siyuan, Yongping Xiong, Wu Guibin · Long Papers4 citations
  7. Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain ↗Myeongjun Jang, Gábor Stikkel · Industry Track4 citations
  8. Llama meets EU: Investigating the European political spectrum through the lens of LLMs ↗Ilias Chalkidis, Stephanie Brandl · Short Papers4 citations
  9. M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation ↗Benjamin Hsu, Xiaoyu Liu, Huayang Li et al. · Short Papers4 citations
  10. MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference ↗Mobashir Sadat, Cornelia Caragea · Long Papers4 citations
  11. MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation ↗Jiahuan Li, Shanbo Cheng, Shujian Huang et al. · Long Papers4 citations
  12. Media Bias Detection Across Families of Language Models ↗Iffat Maab, Edison Marrese-Taylor, Sebastian Padó et al. · Long Papers4 citations
  13. NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps ↗Kristina Gligorić, Myra Cheng, Lucia Zheng et al. · Long Papers4 citations
  14. Naive Bayes-based Context Extension for Large Language Models ↗Jianlin Su, Murtadha Ahmed, Bo Wen et al. · Long Papers4 citations
  15. Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences ↗Hongyi Liu, Qingyun Wang, Payam Karisani et al. · Long Papers4 citations
  16. Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References ↗Tianyi Tang, Hongyuan Lu, Yuchen Jiang et al. · Long Papers4 citations
  17. On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL ↗Yutong Shao, Ndapa Nakashole · Long Papers4 citations
  18. Program-Aided Reasoners (Better) Know What They Know ↗Anubha Kabra, Sanketh Rangreji, Yash Mathur et al. · Long Papers4 citations
  19. RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization ↗Dongqi Liu, Vera Demberg · Long Papers4 citations
  20. RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs ↗Bowen Tan, Yun Zhu, Lijuan Liu et al. · System Demonstrations4 citations
  21. SEMQA: Semi-Extractive Multi-Source Question Answering ↗Tal Schuster, Adam Lelkes, Haitian Sun et al. · Long Papers4 citations
  22. SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU ↗Evgeniia Razumovskaia, Goran Glavaš, Anna Korhonen et al. · Long Papers4 citations
  23. Shears: Unstructured Sparsity with Neural Low-rank Adapter Search ↗J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain · Industry Track4 citations
  24. SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics ↗Arash Ardakani, Altan Haan, Shangyin Tan et al. · Long Papers4 citations
  25. Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections ↗Yuanpu Cao, Bochuan Cao, Jinghui Chen · Long Papers4 citations
  26. Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations ↗Sihao Chen, Hongming Zhang, Tong Chen et al. · Long Papers4 citations
  27. Synthetic Query Generation for Privacy-Preserving Deep Retrieval Systems using Differentially Private Language Models ↗Aldo Carranza, Rezsa Farahani, Natalia Ponomareva et al. · Long Papers4 citations
  28. The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth ↗Shir Lissak, Nitay Calderon, Geva Shenkman et al. · Long Papers4 citations
  29. To Tell The Truth: Language of Deception and Language Models ↗Sanchaita Hazra, Bodhisattwa Prasad Majumder · Long Papers4 citations
  30. Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model ↗Cheng Qian, Chenyan Xiong, Zhenghao Liu et al. · Long Papers4 citations
  31. Where are you from? Geolocating Speech and Applications to Language Identification ↗Patrick Foley, Matthew Wiesner, Bismarck Bamfo Odoom et al. · Long Papers4 citations
  32. A diverse Multilingual News Headlines Dataset from around the World ↗Felix Leeb, Bernhard Schölkopf · Short Papers3 citations
  33. ALBA: Adaptive Language-Based Assessments for Mental Health ↗Vasudha Varadarajan, Sverker Sikström, Oscar Kjell et al. · Long Papers3 citations
  34. Accurate Knowledge Distillation via n-best Reranking ↗Hendra Setiawan · Long Papers3 citations
  35. Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations ↗Emilio Villa-Cueva, Adrian Lopez Monroy, Fernando Sánchez-Vega et al. · Long Papers3 citations
  36. An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication ↗Xiaochen Liu, Bowei Zou, AiTi Aw · Industry Track3 citations
  37. Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study ↗Yinghao Li, Haorui Wang, Chao Zhang · Long Papers3 citations
  38. Automatic, Meta and Human Evaluation for Multimodal Summarization with Multimodal Output ↗Haojie Zhuang, Wei Emma Zhang, Leon Xie et al. · Long Papers3 citations
  39. BPE-knockout: Pruning Pre-existing BPE Tokenisers with Backwards-compatible Morphological Semi-supervision ↗Thomas Bauwens, Pieter Delobelle · Long Papers3 citations
  40. Building Knowledge-Guided Lexica to Model Cultural Variation ↗Shreya Havaldar, Salvatore Giorgi, Sunny Rai et al. · Long Papers3 citations
  41. Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning ↗Ge Bai, Chenji Lu, Daichi Guo et al. · Short Papers3 citations
  42. CoUDA: Coherence Evaluation via Unified Data Augmentation ↗Dawei Zhu, Wenhao Wu, Yifan Song et al. · Long Papers3 citations
  43. DEMO: A Statistical Perspective for Efficient Image-Text Matching ↗Fan Zhang, Xian-Sheng Hua, Chong Chen et al. · Long Papers3 citations
  44. Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation ↗Jie Ruan, Wenqing Wang, Xiaojun Wan · Long Papers3 citations
  45. Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning ↗Daeun Lee, Hyolim Jeon, Sejung Son et al. · Long Papers3 citations
  46. Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks ↗Ting-Yun Chang, Jesse Thomason, Robin Jia · Long Papers3 citations
  47. DriftWatch: A Tool that Automatically Detects Data Drift and Extracts Representative Examples Affected by Drift ↗Myeongjun Jang, Antonios Georgiadis, Yiyun Zhao et al. · Industry Track3 citations
  48. Elote, Choclo and Mazorca: on the Varieties of Spanish ↗Cristina España-Bonet, Alberto Barrón-Cedeño · Long Papers3 citations
  49. Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting ↗Rui Wang, Hongru Wang, Fei Mi et al. · Long Papers3 citations
  50. Event-Content-Oriented Dialogue Generation in Short Video ↗Fenghua Cheng, Xue Li, Zi Huang et al. · Long Papers3 citations
  51. Extracting Lexical Features from Dialects via Interpretable Dialect Classifiers ↗Roy Xie, Orevaoghene Ahia, Yulia Tsvetkov et al. · Short Papers3 citations
  52. Extremely Weakly-supervised Text Classification with Wordsets Mining and Sync-Denoising ↗Lysa Xiao · Long Papers3 citations
  53. Fake Alignment: Are LLMs Really Aligned Well? ↗Yixu Wang, Yan Teng, Kexin Huang et al. · Long Papers3 citations
  54. GenDecider: Integrating “None of the Candidates” Judgments in Zero-Shot Entity Linking Re-ranking ↗Kang Zhou, Yuepei Li, Qing Wang et al. · Short Papers3 citations
  55. Global Gallery: The Fine Art of Painting Culture Portraits through Multilingual Instruction Tuning ↗Anjishnu Mukherjee, Aylin Caliskan, Ziwei Zhu et al. · Long Papers3 citations
  56. GuyLingo: The Republic of Guyana Creole Corpora ↗Christopher Clarke, Roland Daynauth, Jason Mars et al. · Short Papers3 citations
  57. IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model ↗Jianli Zhao, Changhao Xu, Bin Jiang · Long Papers3 citations
  58. Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model ↗Jaehun Jung, Peter West, Liwei Jiang et al. · Long Papers3 citations
  59. Intent-conditioned and Non-toxic Counterspeech Generation using Multi-Task Instruction Tuning with RLAIF ↗Amey Hengle, Aswini Kumar, Sahajpreet Singh et al. · Long Papers3 citations
  60. Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks ↗Nadezhda Chirkova, Vassilina Nikoulina · Long Papers3 citations
  61. LEAF: Language Learners' English Essays and Feedback Corpus ↗Shabnam Behzad, Omid Kashefi, Swapna Somasundaran · Short Papers3 citations
  62. LSTDial: Enhancing Dialogue Generation via Long- and Short-Term Measurement Feedback ↗Guanghui Ye, Huan Zhao, Zixing Zhang et al. · Long Papers3 citations
  63. LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues ↗Joe Stacey, Jianpeng Cheng, John Torr et al. · Student Research Workshop3 citations
  64. Long-form evaluation of model editing ↗Domenic Rosati, Robie Gonzales, Jinkun Chen et al. · Long Papers3 citations
  65. Memory Augmented Language Models through Mixture of Word Experts ↗Cicero Nogueira dos Santos, James Lee-Thorp, Isaac Noble et al. · Long Papers3 citations
  66. Modeling and Detecting Company Risks from News ↗Jiaxin Pei, Soumya Vadlamannati, Liang-Kang Huang et al. · Industry Track3 citations
  67. Multiple-Question Multiple-Answer Text-VQA ↗Peng Tang, Srikar Appalaraju, R. Manmatha et al. · Industry Track3 citations
  68. NLP Progress in Indigenous Latin American Languages ↗Atnafu Tonja, Fazlourrahman Balouchzahi, Sabur Butt et al. · Long Papers3 citations
  69. Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning ↗Yunchao Zhang, Zonglin Di, Kaiwen Zhou et al. · Long Papers3 citations
  70. On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific NeuronsTakeshi Kojima, Itsuki Okimura, Yusuke Iwasawa et al. · Long Papers3 citations · our summary
  71. OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking ↗Chia-Hsuan Lee, Hao Cheng, Mari Ostendorf · Long Papers3 citations
  72. Order-Based Pre-training Strategies for Procedural Text Understanding ↗Abhilash Nandy, Yash Kulkarni, Pawan Goyal et al. · Short Papers3 citations
  73. Prompt Tuned Embedding Classification for Industry Sector Allocation ↗Valentin Buchner, Lele Cao, Jan-Christoph Kalo et al. · Industry Track3 citations
  74. QueryExplorer: An Interactive Query Generation Assistant for Search and Exploration ↗Kaustubh Dhole, Shivam Bajaj, Ramraj Chandradevan et al. · System Demonstrations3 citations
  75. Rationale-based Opinion Summarization ↗Haoyuan Li, Snigdha Chaturvedi · Long Papers3 citations
  76. S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model ↗Fangyu Lei, Qian Liu, Yiming Huang et al. · Long Papers3 citations
  77. SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks ↗Brian Formento, Wenjie Feng, Chuan-Sheng Foo et al. · Long Papers3 citations
  78. Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning ↗Xin Su, Tiep Le, Steven Bethard et al. · Long Papers3 citations
  79. SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning ↗Thanh-Thien Le, Viet Dao, Linh Nguyen et al. · Long Papers3 citations
  80. Social Meme-ing: Measuring Linguistic Variation in Memes ↗Naitian Zhou, David Jurgens, David Bamman · Long Papers3 citations
  81. SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization ↗Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi · Long Papers3 citations
  82. TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks ↗Yucheng Wang, Bowen Yu, Yilin Liu et al. · Long Papers3 citations
  83. The Impact of Depth on Compositional Generalization in Transformer Language Models ↗Jackson Petty, Sjoerd van Steenkiste, Ishita Dasgupta et al. · Long Papers3 citations
  84. To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages ↗Benedikt Ebing, Goran Glavaš · Long Papers3 citations
  85. Towards Improved Multi-Source Attribution for Long-Form Answer Generation ↗Nilay Patel, Shivashankar Subramanian, Siddhant Garg et al. · Long Papers3 citations
  86. UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations ↗Wenting Zhao, Justin T. Chiu, Jena D. Hwang et al. · Long Papers3 citations
  87. Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction ↗Chenming Tang, Fanyi Qu, Yunfang Wu · Long Papers3 citations
  88. UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions ↗Siddhant Arora, Hayato Futami, Jee-weon Jung et al. · Long Papers3 citations
  89. Visual Grounding for User Interfaces ↗Yijun Qian, Yujie Lu, Alexander Hauptmann et al. · Industry Track3 citations
  90. Zero-Shot vs. Translation-Based Cross-Lingual Transfer: The Case of Lexical Gaps ↗Abteen Ebrahimi, Katharina von der Wense · Short Papers3 citations
  91. “One-Size-Fits-All”? Examining Expectations around What Constitute “Fair” or “Good” NLG System Behaviors ↗Li Lucy, Su Lin Blodgett, Milad Shokouhi et al. · Long Papers3 citations
  92. A Preference-driven Paradigm for Enhanced Translation with Large Language Models ↗Dawei Zhu, Sony Trenous, Xiaoyu Shen et al. · Long Papers2 citations
  93. A Study on the Calibration of In-context Learning ↗Hanlin Zhang, YiFan Zhang, Yaodong Yu et al. · Long Papers2 citations
  94. ATLAS: A System for PDF-centric Human Interaction Data Collection ↗Alexa Siu, Zichao Wang, Joshua Hoeflich et al. · System Demonstrations2 citations
  95. Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback ↗Yu Xia, Tong Yu, Zhankui He et al. · Long Papers2 citations
  96. Anisotropy is Not Inherent to Transformers ↗Anemily Machina, Robert Mercer · Long Papers2 citations
  97. Automating the Generation of a Functional Semantic Types Ontology with Foundational Models ↗Sachin Konan, Larry Rudolph, Scott Affens · Industry Track2 citations
  98. Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization ↗Santosh T.Y.S.S, Vatsal Venkatkrishna, Saptarshi Ghosh et al. · Long Papers2 citations
  99. Can Language Model Moderators Improve the Health of Online Discourse? ↗Hyundong Cho, Shuai Liu, Taiwei Shi et al. · Long Papers2 citations
  100. Commentary Generation from Data Records of Multiplayer Strategy Esports Game ↗Zihan Wang, Naoki Yoshinaga · Student Research Workshop2 citations

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