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Findings of the Association for Computational Linguistics 2024: all accepted papers

2,432 papers · page 23 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing ↗Urban Knupleš, Agnieszka Falenska, Filip Miletić
  2. Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks ↗Verna Dankers, Ivan Titov
  3. Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biases ↗Jiapeng Liu, Weijie Li, Xiaochao Fan et al.
  4. Goodhart's Law Applies to NLP's Explanation Benchmarks ↗Jennifer Hsia, Danish Pruthi, Aarti Singh et al.
  5. Gradient Localization Improves Lifelong Pretraining of Language Models ↗Jared Fernandez, Yonatan Bisk, Emma Strubell
  6. Group Fairness in Multilingual Speech Recognition Models ↗Anna Katrine van Zee, Marc van Zee, Anders Søgaard
  7. Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues ↗Shivani Kumar, Tanmoy Chakraborty
  8. Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm ↗Qiang Gao, Zixiang Meng, Bobo Li et al.
  9. HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents ↗Santosh T.Y.S.S, Apolline Isaia, Shiyu Hong et al.
  10. HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations ↗Minh Huynh Nguyen, Nghi D. Q. Bui, Truong Son Hy et al.
  11. Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention ↗Wenxuan Lu, Songhao Jiang, Wang Yijing et al.
  12. Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models ↗Shreyas Subramanian, Vignesh Ganapathiraman, Corey D Barrett
  13. Hope `The Paragraph Guy' explains the rest : Introducing MeSum, the Meme Summarizer ↗Anas Anwarul Haq Khan, Tanik Saikh, Arpan Phukan et al.
  14. How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment ↗Heyan Huang, Yinghao Li, Huashan Sun et al.
  15. How Important is a Language Model for Low-resource ASR? ↗Zoey Liu, Nitin Venkateswaran, Eric Le Ferrand et al.
  16. How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction ↗Yu Wang, Yang Xu, Gabriel Skantze et al.
  17. Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing ↗Chanjun Park, Jaehyung Seo, Seolhwa Lee et al.
  18. Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding ↗Yuu Jinnai, Kaito Ariu
  19. ICC : Quantifying Image Caption Concreteness for Multimodal Dataset Curation ↗Moran Yanuka, Morris Alper, Hadar Averbuch-Elor et al.
  20. ITER: Iterative Transformer-based Entity Recognition and Relation Extraction ↗Moritz Hennen, Florian Babl, Michaela Geierhos
  21. Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach ↗Zhuang Li, Levon Haroutunian, Raj Tumuluri et al.
  22. Improving Referring Ability for Biomedical Language Models ↗Junfeng Jiang, Fei Cheng, Akiko Aizawa
  23. Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders ↗Yingji Zhang, Danilo Carvalho, Marco Valentino et al.
  24. Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ↗Shuzheng Si, Helan Hu, Haozhe Zhao et al.
  25. In Defense of Structural Sparse Adapters for Concurrent LLM Serving ↗Junda Su, Zirui Liu, Zeju Qiu et al.
  26. Incorporating Exponential Smoothing into MLP: a Simple but Effective Sequence Model ↗JiqunChu JiqunChu, Zuoquan Lin
  27. Inference and Verbalization Functions During In-Context Learning ↗Junyi Tao, Xiaoyin Chen, Nelson F. Liu
  28. InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ↗Haogeng Liu, Quanzeng You, Yiqi Wang et al.
  29. InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem ↗Fang Wu, Stan Z. Li
  30. Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization ↗Zhiqi Wang, Shizhu He, Kang Liu et al.
  31. InstructEd: Soft-Instruction Tuning for Model Editing with Hops ↗XiaoQi Han, Ru Li, Xiaoli Li et al.
  32. Intermediate Layer Distillation with the Reused Teacher Classifier: A Study on the Importance of the Classifier of Attention-based Models ↗Hang Zhang, Seyyed Hasan Mozafari, James J. Clark et al.
  33. Interpreting User Requests in the Context of Natural Language Standing Instructions ↗Nikita Moghe, Patrick Xia, Jacob Andreas et al.
  34. Into the Unknown: Generating Geospatial Descriptions for New Environments ↗Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni et al.
  35. Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation ↗Erica K. Shimomoto, Edison Marrese-Taylor, Ichiro Kobayashi et al.
  36. Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data ↗Han Xia, Songyang Gao, Qiming Ge et al.
  37. Investigating grammatical abstraction in language models using few-shot learning of novel noun gender ↗Priyanka Sukumaran, Conor Houghton, Nina Kazanina
  38. Investigating the Impact of Model Instability on Explanations and Uncertainty ↗Sara Vera Marjanović, Isabelle Augenstein, Christina Lioma
  39. Irrelevant Alternatives Bias Large Language Model Hiring Decisions ↗Kremena Valkanova, Pencho Yordanov
  40. Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases ↗Wenhao Huang, Qianyu He, Zhixu Li et al.
  41. It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension ↗Sagi Shaier, Lawrence E Hunter, Katharina von der Wense
  42. It takes two to borrow: a donor and a recipient. Who's who? ↗Liviu Dinu, Ana Uban, Anca Dinu et al.
  43. Jigsaw Pieces of Meaning: Modeling Discourse Coherence with Informed Negative Sample Synthesis ↗Shubhankar Singh
  44. Joint Inference of Retrieval and Generation for Passage Re-ranking ↗Wei Fang, Yung-Sung Chuang, James Glass
  45. KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents ↗Yihe Wang, Jin Liu, Yao Wan et al.
  46. Knowledge Editing in Language Models via Adapted Direct Preference Optimization ↗Amit Rozner, Barak Battash, Lior Wolf et al.
  47. LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems ↗Nalin Kumar, Ondrej Dusek
  48. LLM as a metric critic for low resource relation identification ↗Zhe Yang, Yi Huang, Yaqin Chen et al.
  49. LLM-Based Offline Learning for Embodied Agents via Consistency-Guided Reward Ensemble ↗Yujeong Lee, Sangwoo Shin, Wei-Jin Park et al.
  50. LLM-GEm: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article ↗Md Rakibul Hasan, Md Zakir Hossain, Tom Gedeon et al.
  51. LPZero: Language Model Zero-cost Proxy Search from Zero ↗Peijie Dong, Lujun Li, Xiang Liu et al.
  52. Large Language Models are Limited in Out-of-Context Knowledge Reasoning ↗Peng Hu, Changjiang Gao, Ruiqi Gao et al.
  53. Large Language Models can Share Images, Too! ↗Young-Jun Lee, Dokyong Lee, Joo Won Sung et al.
  54. Latent Learningscape Guided In-context Learning ↗Anlai Zhou, Sunshine Jiang, Yifei Liu et al.
  55. Learning Adverbs with Spectral Mixture Kernels ↗Tomoe Taniguchi, Daichi Mochihashi, Ichiro Kobayashi
  56. Learning Dynamic Multi-attribute Interest for Personalized Product Search ↗Yutong Bai, Zhicheng Dou, Ji-Rong Wen
  57. Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ↗Jiang Li, Xiangdong Su, Fujun Zhang et al.
  58. Learning Mutually Informed Representations for Characters and Subwords ↗Yilin Wang, Xinyi Hu, Matthew Gormley
  59. Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems ↗Magdalena Kaiser, Patrick Ernst, György Szarvas
  60. Learning to Ask Informative Questions: Enhancing LLMs with Preference Optimization and Expected Information Gain ↗Davide Mazzaccara, Alberto Testoni, Raffaella Bernardi
  61. Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach ↗Mayank Singh, Eduardo Blanco
  62. Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System ↗Wanshi Xu, Xuxin Cheng, Zhihong Zhu et al.
  63. Learning to Plan by Updating Natural Language ↗Yiduo Guo, Yaobo Liang, Chenfei Wu et al.
  64. Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction ↗Gili Lior, Yoav Goldberg, Gabriel Stanovsky
  65. Lexicon-Level Contrastive Visual-Grounding Improves Language Modeling ↗Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas
  66. Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ↗Yikai Zhang, Qianyu He, Xintao Wang et al.
  67. LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation ↗Yinqiao Li, Linqi Song, Hanxu Hou
  68. Local and Global Contexts for Conversation ↗Zuoquan Lin, Xinyi Shen
  69. Local and Global Decoding in Text Generation ↗Daniel Gareev, Thomas Hofmann, Ezhilmathi Krishnasamy et al.
  70. Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective ↗Taelin Karidi, Eitan Grossman, Omri Abend
  71. Locating and Extracting Relational Concepts in Large Language Models ↗Zijian Wang, Britney Whyte, Chang Xu
  72. Logits Reranking via Semantic Labels for Hard Samples in Text Classification ↗Peijie Huang, Junbao Huang, Yuhong Xu et al.
  73. Low-Resource Machine Translation through the Lens of Personalized Federated Learning ↗Viktor Moskvoretskii, Nazarii Tupitsa, Chris Biemann et al.
  74. M2QA: Multi-domain Multilingual Question Answering ↗Leon Engländer, Hannah Sterz, Clifton A Poth et al.
  75. MDCR: A Dataset for Multi-Document Conditional Reasoning ↗Peter Baile Chen, Yi Zhang, Chunwei Liu et al.
  76. MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos ↗Cennet Oguz, Pascal Denis, Simon Ostermann et al.
  77. MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ↗Xiaobo Guo, Soroush Vosoughi
  78. Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals ↗Yanai Elazar, Bhargavi Paranjape, Hao Peng et al.
  79. MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures ↗Aizan Zafar, Kshitij Mishra, Asif Ekbal
  80. Merge to Learn: Efficiently Adding Skills to Language Models with Model Merging ↗Jacob Morrison, Noah A. Smith, Hannaneh Hajishirzi et al.
  81. Minimal Distillation Schedule for Extreme Language Model Compression ↗Chen Zhang, Yang Yang, Qifan Wang et al.
  82. Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ↗Abelardo Carlos Martinez Lorenzo, Pere-Lluís Huguet Cabot, Karim Ghonim et al.
  83. Mixed-Session Conversation with Egocentric Memory ↗Jihyoung Jang, Taeyoung Kim, Hyounghun Kim
  84. Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning ↗Lukas Christ, Shahin Amiriparian, Manuel Milling et al.
  85. Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ↗Hanane Kteich, Na Li, Usashi Chatterjee et al.
  86. Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning ↗Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah
  87. Morphology Aware Source Term Masking for Terminology-Constrained NMT ↗Ander Corral, Xabier Saralegi
  88. Multi-Review Fusion-in-Context ↗Aviv Slobodkin, Ori Shapira, Ran Levy et al.
  89. Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation ↗Yuhang Zhou, Jing Zhu, Paiheng Xu et al.
  90. Multi-Task Transfer Matters During Instruction-Tuning ↗David Mueller, Mark Dredze, Nicholas Andrews
  91. Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping ↗Wenhao Zhu, Sizhe Liu, Shujian Huang et al.
  92. Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding ↗Yidan Sun, Jianfei Yu, Boyang Li
  93. NCPrompt: NSP-Based Prompt Learning and Contrastive Learning for Implicit Discourse Relation Recognition ↗Yuetong Rong, Yijun Mo
  94. Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation ↗Zehao Wang, Minye Wu, Yixin Cao et al.
  95. Non-compositional Expression Generation and its Continual Learning ↗Jianing Zhou, Suma Bhat
  96. Non-contrastive sentence representations via self-supervision ↗Duccio Pappadopulo, Marco Farina
  97. Normalized Narrow Jump To Conclusions: Normalized Narrow Shortcuts for Parameter Efficient Early Exit Transformer Prediction ↗Amrit Diggavi Seshadri
  98. Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling VariantsRaphael Rubino, Johanna Gerlach, Jonathan Mutal et al.our summary
  99. Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning ↗Sen Yang, Leyang Cui, Deng Cai et al.
  100. OYXOY: A Modern NLP Test Suite for Modern Greek ↗Konstantinos Kogkalidis, Stergios Chatzikyriakidis, Eirini Giannikouri et al.

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