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

2,432 papers · page 21 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance ↗Kyle Moore, Jesse Roberts, Thao Pham et al.1 citation
  2. The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases ↗Santosh T.Y.S.S, Irtiza Chowdhury, Shanshan Xu et al.1 citation
  3. The Fall of ROME: Understanding the Collapse of LLMs in Model Editing ↗Wanli Yang, Fei Sun, Jiajun Tan et al.1 citation
  4. The Impact of Differential Privacy on Group Disparity Mitigation ↗Victor Hansen, Atula Neerkaje, Ramit Sawhney et al.1 citation
  5. The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis ↗Ondřej Draganov, Steven Skiena1 citation
  6. The State of Relation Extraction Data Quality: Is Bigger Always Better? ↗Erica Cai, Brendan O'Connor1 citation
  7. Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation ↗Yifu Qiu, Varun Embar, Shay B. Cohen et al.1 citation
  8. To Ask LLMs about English Grammaticality, Prompt Them in a Different Language ↗Shabnam Behzad, Amir Zeldes, Nathan Schneider1 citation
  9. Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter ↗Maximilian Maurer, Tanise Ceron, Sebastian Padó et al.1 citation
  10. Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages ↗Sourabh Deoghare, Diptesh Kanojia, Pushpak Bhattacharyya1 citation
  11. Token Alignment via Character Matching for Subword Completion ↗Ben Athiwaratkun, Shiqi Wang, Mingyue Shang et al.1 citation
  12. Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option ↗Konstantin Yakovlev, Sergey Nikolenko, Andrey Bout1 citation
  13. Toucan: Many-to-Many Translation for 150 African Language Pairs ↗AbdelRahim Elmadany, Ife Adebara, Muhammad Abdul-Mageed1 citation
  14. Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis ↗Guo Tang, Zheng Chu, Wenxiang Zheng et al.1 citation
  15. Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs ↗Jian Liu, Zihe Liu, Xueqiang Lyu et al.1 citation
  16. Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ↗Chenxu Wang, Bin Dai, Huaping Liu et al.1 citation
  17. Towards One-to-Many Visual Question Answering ↗Huishan Ji, Qingyi Si, Zheng Lin et al.1 citation
  18. Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology ↗Son Quoc Tran, Matt Kretchmar1 citation
  19. Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond ↗Xinyu Wang, Hainiu Xu, Lin Gui et al.1 citation
  20. Towards Unified Uni- and Multi-modal News Headline Generation ↗Mateusz Krubiński, Pavel Pecina1 citation
  21. Towards efficient self-supervised representation learning in speech processing ↗Luis Lugo, Valentin Vielzeuf1 citation
  22. Training a Better Chinese Spelling Correction Model via Prior-knowledge Guided Teacher ↗Chi Wei, Shaobin Huang, Rongsheng Li et al.1 citation
  23. TuringQ: Benchmarking AI Comprehension in Theory of Computation ↗Pardis Sadat Zahraei, Ehsaneddin Asgari1 citation
  24. Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance ↗Ikhyun Cho, Gaeul Kwon, Julia Hockenmaier1 citation
  25. Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ↗Ziyu Yang, Santhosh Cherian, Slobodan Vucetic1 citation
  26. UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ↗Souvik Das, Rohini Srihari1 citation
  27. UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking ↗Chuang Li, Yan Zhang, Min-Yen Kan et al.1 citation
  28. URG: A Unified Ranking and Generation Method for Ensembling Language Models ↗Bo Lv, Chen Tang, Yanan Zhang et al.1 citation
  29. Uncertainty Calibration for Tool-Using Language Agents ↗Hao Liu, Zi-Yi Dou, Yixin Wang et al.1 citation
  30. Understanding Fine-grained Distortions in Reports of Scientific Findings ↗Amelie Wuehrl, Dustin Wright, Roman Klinger et al.1 citation
  31. Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies ↗Florian Ludwig, Klara Dolos, Ana Alves-Pinto et al.1 citation
  32. Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization ↗Kwangwook Seo, Jinyoung Yeo, Dongha Lee1 citation
  33. Unveiling the Invisible: Captioning Videos with Metaphors ↗Abisek Rajakumar Kalarani, Pushpak Bhattacharyya, Sumit Shekhar1 citation
  34. Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ↗Shreyanshu Bhushan, Eun-Soo Jung, Minho Lee1 citation
  35. VDebugger: Harnessing Execution Feedback for Debugging Visual Programs ↗Xueqing Wu, Zongyu Lin, Songyan Zhao et al.1 citation
  36. VE-KD: Vocabulary-Expansion Knowledge-Distillation for Training Smaller Domain-Specific Language Models ↗Pengju Gao, Tomohiro Yamasaki, Kazunori Imoto1 citation
  37. VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation ↗Kun Qian, Shunji Wan, Claudia Tang et al.1 citation
  38. Video Discourse Parsing and Its Application to Multimodal Summarization: A Dataset and Baseline Approaches ↗Tsutomu Hirao, Naoki Kobayashi, Hidetaka Kamigaito et al.1 citation
  39. Views Are My Own, but Also Yours: Benchmarking Theory of Mind Using Common Ground ↗Adil Soubki, John Murzaku, Arash Yousefi Jordehi et al.1 citation
  40. Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization ↗Haolong Yan, Binghao Tang, Boda Lin et al.1 citation
  41. Visual Pivoting Unsupervised Multimodal Machine Translation in Low-Resource Distant Language Pairs ↗Turghun Tayir, Lin Li, Xiaohui Tao et al.1 citation
  42. What Have We Achieved on Non-autoregressive Translation? ↗Yafu Li, Huajian Zhang, Jianhao Yan et al.1 citation
  43. What Makes Language Models Good-enough? ↗Daiki Asami, Saku Sugawara1 citation
  44. Where are we Still Split on Tokenization? ↗Rob van der Goot1 citation
  45. Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ↗Hao Li, Yuping Wu, Viktor Schlegel et al.1 citation
  46. Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure ↗Kyusik Kim, Hyeonseok Jeon, Jeongwoo Ryu et al.1 citation
  47. Word Sense Linking: Disambiguating Outside the Sandbox ↗Andrei Stefan Bejgu, Edoardo Barba, Luigi Procopio et al.1 citation
  48. XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags ↗Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam et al.1 citation
  49. XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification ↗Yanjiang Liu, Tianyun Zhong, Yaojie Lu et al.1 citation
  50. Zero-shot Commonsense Reasoning over Machine Imagination ↗Hyuntae Park, Yeachan Kim, Jun-Hyung Park et al.1 citation
  51. “I Never Said That”: A dataset, taxonomy and baselines on response clarity classification ↗Konstantinos Thomas, Giorgos Filandrianos, Maria Lymperaiou et al.1 citation
  52. imapScore: Medical Fact Evaluation Made Easy ↗Huimin Wang, Yutian Zhao, Xian Wu et al.1 citation
  53. mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models ↗Peiqin Lin, Chengzhi Hu, Zheyu Zhang et al.1 citation
  54. $\textitGeoHard$: Towards Measuring Class-wise Hardness through Modelling Class Semantics ↗Fengyu Cai, Xinran Zhao, Hongming Zhang et al.
  55. A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection ↗Ivo Verhoeven, Pushkar Mishra, Rahel Beloch et al.
  56. A Critical Look at Meta-evaluating Summarisation Evaluation Metrics ↗Xiang Dai, Sarvnaz Karimi, Biaoyan Fang
  57. A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers ↗Chenyang Huang, Hao Zhou, Cameron Jen et al.
  58. A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations ↗Huacheng Song, Hongzhi Xu
  59. A Notion of Complexity for Theory of Mind via Discrete World Models ↗X. Angelo Huang, Emanuele La Malfa, Samuele Marro et al.
  60. A Study on Scaling Up Multilingual News Framing Analysis ↗Syeda Sabrina Akter, Antonios Anastasopoulos
  61. ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning ↗Yu-Chen Lin, Wei-Hua Li, Jun-cheng Chen et al.
  62. ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations ↗Sreyan Ghosh, Chandra Kiran Evuru, Sonal Kumar et al.
  63. Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation ↗Yudong Wang, Chang Ma, Qingxiu Dong et al.
  64. AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP ↗Ramit Sawhney, Shrey Pandit, Vishwa Shah et al.
  65. Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities ↗Baolong Bi, Shenghua Liu, Yiwei Wang et al.
  66. Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ↗Tian Liang, Xing Wang, Mingming Yang et al.
  67. Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation ↗G M Shahariar, Jia Chen, Jiachen Li et al.
  68. AliGATr: Graph-based layout generation for form understanding ↗Armineh Nourbakhsh, Zhao Jin, Siddharth Parekh et al.
  69. Aligners: Decoupling LLMs and Alignment ↗Lilian Ngweta, Mayank Agarwal, Subha Maity et al.
  70. An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla ↗Jayanta Sadhu, Ayan Khan, Abhik Bhattacharjee et al.
  71. Analyzing the Role of Part-of-Speech in Code-Switching: A Corpus-Based Study ↗Jie Chi, Peter Bell
  72. Anti-LM Decoding for Zero-shot In-context Machine Translation ↗Suzanna Sia, Alexandra DeLucia, Kevin Duh
  73. Applications of BERT Models Towards Automation of Clinical Coding in Icelandic ↗Haraldur Orri Hauksson, Hafsteinn Einarsson
  74. Are Female Carpenters like Blue Bananas? A Corpus Investigation of Occupation Gender Typicality ↗Da Ju, Karen Ullrich, Adina Williams
  75. Are modern neural ASR architectures robust for polysynthetic languages? ↗Eric Le Ferrand, Zoey Liu, Antti Arppe et al.
  76. Arukikata Travelogue Dataset with Geographic Entity Mention, Coreference, and Link Annotation ↗Shohei Higashiyama, Hiroki Ouchi, Hiroki Teranishi et al.
  77. Aspect-based Key Point Analysis for Quantitative Summarization of Reviews ↗An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh
  78. Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ↗Yejun Yoon, Seunghyun Yoon, Kunwoo Park
  79. Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods ↗Mohammed Sabry, Anya Belz
  80. Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation ↗Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky
  81. Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification ↗Tao Meng, Ninareh Mehrabi, Palash Goyal et al.
  82. Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework ↗Krishna Aswani, Huilin Lu, Pranav Patankar et al.
  83. Automated Tone Transcription and Clustering with Tone2Vec ↗Yi Yang, Yiming Wang, ZhiQiang Tang et al.
  84. Automatic Pair Construction for Contrastive Post-training ↗Canwen Xu, Corby Rosset, Ethan C. Chau et al.
  85. Automatic Reconstruction of Ancient Chinese Pronunciations ↗Zhige Huang, Haoan Jin, Mengyue Wu et al.
  86. Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings ↗Hiroaki Yamagiwa, Yusuke Takase, Hidetoshi Shimodaira
  87. BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models ↗Jacek Wiland, Max Ploner, Alan Akbik
  88. BERTweet's TACO Fiesta: Contrasting Flavors On The Path Of Inference And Information-Driven Argument Mining On Twitter ↗Marc Feger, Stefan Dietze
  89. Backtracing: Retrieving the Cause of the Query ↗Rose Wang, Pawan Wirawarn, Omar Khattab et al.
  90. BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers ↗Jiaqi Xue, Qian Lou, Mengxin Zheng
  91. Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS. ↗Onkar Kishor Susladkar, Vishesh Tripathi, Biddwan Ahmed
  92. Balancing Visual Context Understanding in Dialogue for Image Retrieval ↗Zhaohui Wei, Lizi Liao, Xiaoyu Du et al.
  93. Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming ↗Rui Li, Peiyi Wang, Jingyuan Ma et al.
  94. Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization ↗Mingyang Wang, Lukas Lange, Heike Adel et al.
  95. Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning ↗Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto et al.
  96. Beyond Common Words: Enhancing ASR Cross-Lingual Proper Noun Recognition Using Large Language Models ↗Rishabh Kumar, Sabyasachi Ghosh, Ganesh Ramakrishnan
  97. Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ↗Gerard Yeo, Shaz Furniturewala, Kokil Jaidka
  98. BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks ↗Hang Zeng, Chaoyue Niu, Fan Wu et al.
  99. Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning ↗Yoo Hyun Jeong, Myeong Soo Han, Dong-Kyu Chae
  100. BranchNorm: Robustly Scaling Extremely Deep Transformers ↗Yijin Liu, Xianfeng Zeng, Fandong Meng et al.

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