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

2,432 papers · page 22 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech ↗Jinzhong Ning, Yuanyuan Sun, Bo Xu et al.
  2. CARE: Extracting Experimental Findings From Clinical Literature ↗Aakanksha Naik, Bailey Kuehl, Erin Bransom et al.
  3. CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models ↗Sarthak Harne, Monjoy Narayan Choudhury, Madhav Rao et al.
  4. CF-TCIR: A Compositor-Free Framework for Hierarchical Text-Conditioned Image Retrieval ↗Yuchen Yang, Yu Wang, Yanfeng Wang
  5. CHIRON: Rich Character Representations in Long-Form Narratives ↗Alexander Gurung, Mirella Lapata
  6. CNEQ: Incorporating numbers into Knowledge Graph Reasoning ↗Xianshu Peng, Wei Wei, Kaihe Xu et al.
  7. CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation ↗Md Mahfuz Ibn Alam, Sina Ahmadi, Antonios Anastasopoulos
  8. CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models ↗Zhiwei Zha, Xiangru Zhu, Yuanyi Xu et al.
  9. CONTOR: Benchmarking Strategies for Completing Ontologies with Plausible Missing Rules ↗Na Li, Thomas Bailleux, Zied Bouraoui et al.
  10. CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ↗Qian Lou, Xin Liang, Jiaqi Xue et al.
  11. CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information ↗Siun Kim, Jung-Hyun Won, David Lee et al.
  12. CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models ↗Yiming Wang, Yang Liu, Lingchen Wang et al.
  13. Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring ↗Jiazheng Li, Hainiu Xu, Zhaoyue Sun et al.
  14. Can LLMs Reason in the Wild with Programs? ↗Yuan Yang, Siheng Xiong, Ali Payani et al.
  15. Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings ↗Na Min An, Sania Waheed, James Thorne
  16. Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering ↗Jiuheng Lin, Yuxuan Lai, Yansong Feng
  17. Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ↗Yiquan Wu, Anlai Zhou, Yuhang Liu et al.
  18. Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure ↗Yang Hou, Zhenghua Li
  19. Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments ↗D McKnight, Alona Fyshe
  20. Characterizing Text Datasets with Psycholinguistic Features ↗Marcio Monteiro, Charu Karakkaparambil James, Marius Kloft et al.
  21. Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks ↗Lukas Garbaciauskas, Max Ploner, Alan Akbik
  22. Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction ↗Prakamya Mishra, Lincy Pattanaik, Arunima Sundar et al.
  23. CodeM: Less Data Yields More Versatility via Ability Matrix ↗Daoguang Zan, Ailun Yu, Wei Liu et al.
  24. ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ↗Jirayu Burapacheep, Ishan Gaur, Agam Bhatia et al.
  25. Comparing Edge-based and Node-based Methods on a Citation Prediction Task ↗Peter Vickers, Kenneth Church
  26. Compositional Generalization with Grounded Language Models ↗Sondre Wold, Étienne Simon, Lucas Charpentier et al.
  27. ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation ↗Kashob Kumar Roy, Pritom Saha Akash, Kevin Chen-Chuan Chang et al.
  28. Consistent Document-level Relation Extraction via Counterfactuals ↗Ali Modarressi, Abdullatif Köksal, Hinrich Schuetze
  29. Consistent Joint Decision-Making with Heterogeneous Learning Models ↗Hossein Rajaby Faghihi, Parisa Kordjamshidi
  30. Context Length Extension via Generalized Extrapolation Scale ↗Linhan Li, Zhang Huaping
  31. ContextBLIP: Doubly Contextual Alignment for Contrastive Image Retrieval from Linguistically Complex Descriptions ↗Honglin Lin, Siyu Li, Guoshun Nan et al.
  32. Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech ↗Selene Baez Santamaria, Helena Gomez Adorno, Ilia Markov
  33. Continual Dialogue State Tracking via Reason-of-Select Distillation ↗Yujie Feng, Bo Liu, Xiaoyu Dong et al.
  34. Correct after Answer: Enhancing Multi-Span Question Answering with Post-Processing Method ↗Jiayi Lin, Chenyang Zhang, Haibo Tong et al.
  35. Correcting Language Model Outputs by Editing Salient Layers ↗Kshitij Mishra, Tamer Soliman, Anil Ramakrishna et al.
  36. Counter Turing Test ($CT^2$): Investigating AI-Generated Text Detection for Hindi - Ranking LLMs based on Hindi AI Detectability Index ($ADI_hi$) ↗Ishan Kavathekar, Anku Rani, Ashmit Chamoli et al.
  37. Creative Problem Solving in Large Language and Vision Models - What Would it Take? ↗Lakshmi Nair, Evana Gizzi, Jivko Sinapov
  38. Crisis counselor language and perceived genuine concern in crisis conversations ↗Greg Buda, Ignacio J. Tripodi, Margaret Meagher et al.
  39. Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ↗Everlyn Asiko Chimoto, Jay Gala, Orevaoghene Ahia et al.
  40. Cross-lingual Editing in Multilingual Language Models ↗Himanshu Beniwal, Kowsik D, Mayank Singh
  41. D\textscictD\textscis: Dictionary Constrained Disambiguation for Improved NMT ↗Ayush Maheshwari, Preethi Jyothi, Ganesh Ramakrishnan
  42. Data-Centric Explainable Debiasing for Improving Fairness in Pre-trained Language Models ↗Yingji Li, Mengnan Du, Rui Song et al.
  43. Data-driven Coreference-based Ontology Building ↗Shir Ashury Tahan, Amir David Nissan Cohen, Nadav Cohen et al.
  44. Dealing with Controversy: An Emotion and Coping Strategy Corpus Based on Role Playing ↗Enrica Troiano, Sofie Labat, Marco Antonio Stranisci et al.
  45. Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ↗Janghoon Han, Changho Lee, Joongbo Shin et al.
  46. Definition Generation for Automatically Induced Semantic Frame ↗Yi Han, Ryohei Sasano, Koichi Takeda
  47. Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction ↗Albert Sawczyn, Katsiaryna Viarenich, Konrad Wojtasik et al.
  48. Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ↗Antonios Dimakis, Stella Markantonatou, Antonios Anastasopoulos
  49. Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts ↗Xiaobo Guo, Soroush Vosoughi
  50. Diving Deep into the Motion Representation of Video-Text Models ↗Chinmaya Devaraj, Cornelia Fermuller, Yiannis Aloimonos
  51. Do *they* mean `us'? Interpreting Referring Expression variation under Intergroup Bias ↗Venkata S Govindarajan, Matianyu Zang, Kyle Mahowald et al.
  52. Domain Adaptation via Prompt Learning for Alzheimer's Detection ↗Shahla Farzana, Natalie Parde
  53. Dual-Phase Accelerated Prompt Optimization ↗Muchen Yang, Moxin Li, Yongle Li et al.
  54. Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation ↗Hongxu Liu, Xiaojie Wang, Jiashen Sun et al.
  55. EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition ↗Zixiao Zhu, Junlang Qian, Zijian Feng et al.
  56. EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker Verification ↗Divya V Sharma
  57. Edit-Constrained Decoding for Sentence Simplification ↗Tatsuya Zetsu, Yuki Arase, Tomoyuki Kajiwara
  58. Effective In-Context Example Selection through Data Compression ↗ZhongXiang Sun, Kepu Zhang, Haoyu Wang et al.
  59. Efficient Dependency Tree Sampling Without Replacement ↗Bogdan Dobre
  60. Efficient Training of Language Models with Compact and Consistent Next Token Distributions ↗Ashutosh Sathe, Sunita Sarawagi
  61. Efficiently Computing Susceptibility to Context in Language Models ↗Tianyu Liu, Kevin Du, Mrinmaya Sachan et al.
  62. Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation ↗Seonghyeon Lee, Suyeon Kim, Joonwon Jang et al.
  63. Embible: Reconstruction of Ancient Hebrew and Aramaic Texts Using TransformersNiv Fono, Harel Moshayof, Eldar Karol et al.our summary
  64. Embodied Language Learning: Opportunities, Challenges, and Future Directions ↗Nadine Amin, Julia Rayz
  65. Emosical: An Emotion-Annotated Musical Theatre Dataset ↗Hayoon Kim, Ahyeon Choi, Sungho Lee et al.
  66. Empirical Prior for Text Autoencoders ↗Yongjing Yin, Wenyang Gao, Haodong Wu et al.
  67. Enabling Cross-Platform Comparison of Online Communities Using Content and Opinion Similarity ↗Prasanna Lakkur Subramanyam, Jeng-Yu Chou, Kevin K. Nam et al.
  68. End-to-End Emotion Semantic Parsing ↗Xiaotong Jiang, Zhongqing Wang, Guodong Zhou
  69. Enhancing Agent Learning through World Dynamics Modeling ↗Zhiyuan Sun, Haochen Shi, Marc-Alexandre Côté et al.
  70. Enhancing Arguments Recognition for Financial Mathematical Reasoning over Hybrid Data ↗Jinsu Lim, Yechan Hwang, Young-Jun Lee et al.
  71. Enhancing Cross Text-Molecule Learning by Self-Augmentation ↗Yinuo Jiang, Xiang Zhuang, Keyan Ding et al.
  72. Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation ↗Zizhuo Shen, Yanqiu Shao, Wei Li
  73. Enhancing Polyglot Voices by Leveraging Cross-Lingual Fine-Tuning in Any-to-One Voice Conversion ↗Giuseppe Ruggiero, Matteo Testa, Jurgen Van de Walle et al.
  74. Enhancing Temporal Modeling of Video LLMs via Time Gating ↗Zi-Yuan Hu, Yiwu Zhong, Shijia Huang et al.
  75. Establishing degrees of closeness between audio recordings along different dimensions using large-scale cross-lingual models ↗Maxime Fily, Guillaume Wisniewski, Severine Guillaume et al.
  76. Evaluating Automatic Metrics with Incremental Machine Translation Systems ↗Guojun Wu, Shay B. Cohen, Rico Sennrich
  77. Event Semantic Classification in Context ↗Haoyu Wang, Hongming Zhang, Kaiqiang Song et al.
  78. Event-Keyed Summarization ↗William Gantt, Alexander Martin, Pavlo Kuchmiichuk et al.
  79. Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering ↗Yongho Song, Dahyun Lee, Myungha Jang et al.
  80. Evolutionary Contrastive Distillation for Language Model Alignment ↗Julian Katz-Samuels, Zheng Li, Hyokun Yun et al.
  81. Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling ↗Anthony Hills, Talia Tseriotou, Xenia Miscouridou et al.
  82. Explaining Mixtures of Sources in News Articles ↗Alexander Spangher, James Youn, Matt DeButts et al.
  83. Explanation Extraction from Hierarchical Classification Frameworks for Long Legal Documents ↗Nishchal Prasad, Taoufiq Dkaki, Mohand Boughanem
  84. Explicit Inductive Inference using Large Language Models ↗Tianyang Liu, Tianyi Li, Liang Cheng et al.
  85. Exploiting Class Probabilities for Black-box Sentence-level Attacks ↗Raha Moraffah, Huan Liu
  86. Exploring efficient zero-shot synthetic dataset generation for Information Retrieval ↗Tiago Almeida, Sérgio Matos
  87. Exploring the Capability of Multimodal LLMs with Yonkoma Manga: The YManga Dataset and Its Challenging Tasks ↗Qi Yang, Jingjie Zeng, Liang Yang et al.
  88. Exploring the Potential of Dense Information in Multimodal Alignment ↗Zhiyuan Fan, Zhihong Chen, Benyou Wang
  89. Extending Input Contexts of Language Models through Training on Segmented Sequences ↗Petros Karypis, Julian McAuley, George Karypis
  90. FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking ↗Zhuoer Wang, Leonardo F. R. Ribeiro, Alexandros Papangelis et al.
  91. FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models ↗Kaixin Lan, Tao Fang, Derek Wong et al.
  92. FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering ↗Yue Fan, Hu Zhang, Ru Li et al.
  93. FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ↗Zihan Chen, Song Wang, Cong Shen et al.
  94. Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling ↗Gregorios Katsios, Ning Sa, Tomek Strzalkowski
  95. Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling ↗Daehoon Gwak, Junwoo Park, Minho Park et al.
  96. From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models ↗Beyza Ermis, Luiza Pozzobon, Sara Hooker et al.
  97. From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues ↗Yu Li, Devamanyu Hazarika, Di Jin et al.
  98. From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression ↗Eunseong Choi, Sunkyung Lee, Minjin Choi et al.
  99. Functionality learning through specification instructions ↗Pedro Henrique Luz De Araujo, Benjamin Roth
  100. Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models ↗Mohammad Mahdi Abdollah Pour, Ali Pesaranghader, Eldan Cohen et al.

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