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Who cites Alex J. Smola

1,869 citations of their works from 1,810 papers of our library (of the 149,439 whose bibliographies we read) · 289 with a page here, the most cited first · page 3 of 3 · 201–289 · ← Alex J. Smola

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  1. mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Huiyuan Lai, Malvina Nissim2024 · 34 citations
  2. Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models?Proceedings of the AAAI Conference on Artificial IntelligenceBen Yao, Yazhou Zhang, Qiuchi Li, et al.2024 · 33 citations
  3. DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion ModelsFindings of the Association for Computational LinguisticsShansan Gong, Mukai Li, Jiangtao Feng, et al.2023 · 33 citations
  4. Augmented Large Language Models with Parametric Knowledge GuidingarXiv:2305.04757Ziyang Luo, Can Xu, Pu Zhao, et al.2023 · 32 citations
  5. Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue GenerationarXiv:2305.18846Minki Kang, Jin Myung Kwak, Jinheon Baek, et al.2023 · 31 citations
  6. Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature AttributionsarXiv:2307.13339Skyler Wu, Eric Meng Shen, Charumathi Badrinath, et al.2023 · 30 citations
  7. “When Numbers Matter!”: Detecting Sarcasm in Numerical Portions of TextWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisAbhijeet Dubey, Lakshya Kumar, Arpan Somani, et al.2019 · 29 citations
  8. Pushing the Limits of ChatGPT on NLP TasksarXiv:2306.09719Xiaofei Sun, Linfeng Dong, Xiaoya Li, et al.2023 · 28 citations
  9. HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language InferenceLanguage Resources and Evaluation Conference (LREC)Tianyu Liu, Xin Zheng, Baobao Chang, et al.2020 · 28 citations
  10. DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context LearningarXiv:2310.02954Jing Xiong, Zixuan Li, Chuanyang Zheng, et al.2023 · 27 citations
  11. BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic IdentificationArabic Natural Language Processing Workshop (WANLP)Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, et al.2021 · 26 citations
  12. Audio-Reasoner: Improving Reasoning Capability in Large Audio Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xie Zhifei, Mingbao Lin, Zihang Liu, et al.2025 · 25 citations
  13. Sentiment Analysis through LLM NegotiationsarXiv:2311.01876Xiaofei Sun, Xiaoya Li, Shengyu Zhang, et al.2023 · 25 citations
  14. Predicting In-Game Actions from Interviews of NBA PlayersComputational LinguisticsNadav Oved, Amir Feder, Roi Reichart2020 · 24 citations
  15. The Role of Pragmatic and Discourse Context in Determining Argument ImpactConference on Empirical Methods in Natural Language Processing (EMNLP)Esin Durmus, Faisal Ladhak, Claire Cardie2019 · 24 citations
  16. Joint Prompt Optimization of Stacked LLMs using Variational InferenceConference on Neural Information Processing Systems (NeurIPS)Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Cote, et al.2023 · 23 citations
  17. CEASE, a Corpus of Emotion Annotated Suicide notes in EnglishLanguage Resources and Evaluation Conference (LREC)Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya2020 · 23 citations
  18. Speaker-change Aware CRF for Dialogue Act ClassificationInternational Conference on Computational Linguistics (COLING)Guokan Shang, Antoine Tixier, Michalis Vazirgiannis, et al.2020 · 23 citations
  19. Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution LensFindings of the Association for Computational LinguisticsChengshuai Zhao, Zhen Tan, Pingchuan Ma, et al.2026 · 21 citations
  20. Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMsInternational Conference on Computational Linguistics (COLING)Yu Xia, Rui Wang, Xu Liu, et al.2025 · 19 citations
  21. MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Linzhuang Sun, Hao Liang, Jingxuan Wei, et al.2025 · 19 citations
  22. Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language ModelsLecture notes in computer scienceFeihu Jin, Yifan Liu, Ying Tan2024 · 18 citations
  23. Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language ModelsarXiv:2503.24377Rui Wang, Hongru Wang, Boyang Xue, et al.2025 · 16 citations
  24. Automatic Combination of Sample Selection Strategies for Few-Shot LearningFindings of the Association for Computational LinguisticsBranislav Pecher, Ivan Srba, Maria Bielikova, et al.2026 · 15 citations
  25. Reasoning about Uncertainty: Do Reasoning Models Know When They Don't Know?Findings of the Association for Computational LinguisticsZhiting Mei, Christina Zhang, Tenny Yin, et al.2026 · 14 citations
  26. CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen2025 · 14 citations
  27. Dynamic Parallel Tree Search for Efficient LLM ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Yifu Ding, Wentao Jiang, Shunyu Liu, et al.2025 · 13 citations
  28. VisuoThink: Empowering LVLM Reasoning with Multimodal Tree SearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yikun Wang, Siyin Wang, Qinyuan Cheng, et al.2025 · 13 citations
  29. CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal ModelsACM International Conference on Multimedia (ACM MM)Wentao Liu, Qianjun Pan, Yi Zhang, et al.2024 · 13 citations
  30. Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language ModelsarXiv:2312.01714Bingshuai Liu, Chenyang Lyu, Zijun Min, et al.2023 · 13 citations
  31. The Trickle-down Impact of Reward (In-)consistency on RLHFarXiv:2309.16155Lingfeng Shen, Sihao Chen, Linfeng Song, et al.2023 · 11 citations
  32. “Laughing at you or with you”: The Role of Sarcasm in Shaping the Disagreement SpaceConference of the European Chapter of the Association for Computational Linguistics (EACL)Debanjan Ghosh, Ritvik Shrivastava, Smaranda Muresan2021 · 11 citations
  33. THU_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji PredictionInternational Workshop on Semantic Evaluation (SemEval)Chuhan Wu, Fangzhao Wu, Sixing Wu, et al.2018 · 11 citations
  34. AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent PredictionConference on Empirical Methods in Natural Language Processing (EMNLP)Song Wang, Zhen Tan, Zihan Chen, et al.2025 · 10 citations
  35. MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language ModelarXiv:2409.13729Zhen Yang, Jinhao Chen, Zhengxiao Du, et al.2024 · 10 citations
  36. Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal UncertaintyFindings of the Association for Computational LinguisticsChao Xue, Yao Wang, Mengqiao Liu, et al.2026 · 8 citations
  37. Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-TuningInternational Conference on Computational Linguistics (COLING)Jing Bi, Yuting Wu, Weiwei Xing, et al.2025 · 8 citations
  38. ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QAConference on Empirical Methods in Natural Language Processing (EMNLP)Zhao Xinjie, Fan Gao, Xingyu Song, et al.2025 · 8 citations
  39. Fine-tuning Large Language Models with Limited Data: A Survey and Practical GuideTransactions of the Association for Computational Linguistics (TACL)Marton Szep, Daniel Rueckert, Rüdiger von Eisenhart-Rothe, et al.2026 · 7 citations
  40. Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhipeng Yang, Junzhuo Li, Siyu Xia, et al.2025 · 7 citations
  41. Glyph: Scaling Context Windows via Visual-Text CompressionAnnual Meeting of the Association for Computational Linguistics (ACL)Jiale Cheng, Yusen Liu, Xinyu Zhang, et al.2026 · 6 citations
  42. R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Leonardo Ranaldi, Federico Ranaldi, Giulia Pucci2025 · 6 citations
  43. Thinking with Sound: Audio Chain-of-Thought Enables Multimodal Reasoning in Large Audio-Language ModelsarXiv:2509.21749Zhen Xiong, Yujun Cai, Zhecheng Li, et al.2025 · 6 citations
  44. Deep Multi-Task Models for Misogyny Identification and Categorization on Arabic Social MediaarXiv:2206.08407Abdelkader El Mahdaouy, Abdellah El Mekki, Ahmed Oumar, et al.2022 · 6 citations
  45. Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity TasksarXiv:1911.02847Yinan Zhang, Raphael Tang, Jimmy Lin2019 · 6 citations
  46. Image Classification for Arabic: Assessing the Accuracy of Direct English to Arabic TranslationsIEEE AccessAbdulkareem Alsudais2018 · 6 citations
  47. Interleaved Latent Visual Reasoning with Selective Perceptual ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Shuai Dong, Siyuan Wang, Xingyu Liu, et al.2026 · 5 citations
  48. Irony Detection, Reasoning and Understanding in Zero-shot LearningarXiv:2501.16884Peiling Yi, Yuhan Xia, Yunfei Long2025 · 5 citations
  49. PII-Bench: Evaluating Query-Aware Privacy Protection SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Shen, Zhouhong Gu, Haokai Hong, et al.2026 · 4 citations
  50. CUFE at StanceEval2024: Arabic Stance Detection with Fine-Tuned Llama-3 ModelArabic Natural Language Processing Conference (ArabicNLP)Michael Ibrahim2024 · 4 citations
  51. Annotated Corpus of Tweets in English from Various Domains for Emotion DetectionInternational Conference on Natural Language Processing (ICON)Soumitra Ghosh, Asif Ekbal, Pushpak Bhattacharyya, et al.2020 · 4 citations
  52. Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in ArabicInternational Workshop on NLP Solutions for Under Resourced Languages co-located with ICNLSP - Short PapersAli Fadel, Ibraheem Tuffaha, Mahmoud Al-Ayyoub2019 · 4 citations
  53. Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path AnchoringAnnual Meeting of the Association for Computational Linguistics (ACL)Dongxu Zhang, Yiding Sun, Cheng Tan, et al.2026 · 3 citations
  54. Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution ReconstructionFindings of the Association for Computational LinguisticsXu Shen, Qi Zhang, Song Wang, et al.2026 · 3 citations
  55. Step-Audio-R1 Technical ReportarXiv:2511.15848Fei Tian, Xiangyu Tony Zhang, Yuxin Zhang, et al.2025 · 3 citations
  56. Filtering conversations through dialogue acts labels for improving corpus-based convergence studiesAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Simone Fuscone, Benoit Favre, Laurent Prévot2020 · 3 citations
  57. IREASONER: Trajectory-Aware Intrinsic Reasoning Supervision for Self-Evolving Large Multimodal ModelsFindings of the Association for Computational LinguisticsMeghana Sunil, Manikandarajan Venmathimaran, Muthu Subash Kavitha2026 · 2 citations
  58. MedDCR: Learning to Design Agentic Workflows for Medical CodingFindings of the Association for Computational LinguisticsJiyang Zheng, Islam Nassar, Thanh Vu, et al.2026 · 2 citations
  59. CUFE at NADI 2024 shared task: Fine-Tuning Llama-3 To Translate From Arabic Dialects To Modern Standard ArabicArabic Natural Language Processing Conference (ArabicNLP)Michael Ibrahim2024 · 2 citations
  60. FII UAIC at SemEval-2022 Task 6: iSarcasmEval - Intended Sarcasm Detection in English and ArabicInternational Workshop on Semantic Evaluation (SemEval)Tudor Manoleasa, Daniela Gifu, Iustin Sandu2022 · 2 citations
  61. BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhongxing Zhang, Emily K. Vraga, Jisu Huh, et al.2026 · 1 citation
  62. CITD@UIT at SemEval-2026 Task 2: Temporal Mixture-of-Experts for Longitudinal Valence and Arousal Prediction from Ecological EssaysInternational Workshop on Semantic Evaluation (SemEval)Son The Phuong, My Thuy-Tra Ngo, Tri Minh Dao, et al.2026 · 1 citation
  63. Meeseeks: A Feedback-Driven, Iterative Self-Correction Benchmark evaluating LLMs' Instruction Following CapabilityFindings of the Association for Computational LinguisticsJiaming Wang, Yunke Zhao, Peng Ding, et al.2026 · 1 citation
  64. SPD-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language ModelsFindings of the Association for Computational LinguisticsWeijiang Lv, Yaoxuan Feng, Xiaobo Xia, et al.2026 · 1 citation
  65. Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle GenerationarXiv:2508.18709Duy Le, Kent Ziti, Evan Girard-Sun, et al.2025 · 1 citation
  66. Intern-S1-MO: Long-horizon Reasoning Agent for Olympiad?Level Mathematical Problem SolvingarXiv:2512.10739Yuzhe Gu, Songyang Gao, Zijian Wu, et al.2025 · 1 citation
  67. A Survey on Parameter-efficient Fine-tuning of Large Models: Techniques, Trends, and Challenges (大模型参数高效微调方法综述: 技术、趋势与挑战)Acta Automatica Sinica (自动化学报)Anda Tang (唐岸达), Zhouchen Lin (林宙辰)2026
  68. AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache ReuseAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Ou, Jinyu Guo, Shiyao Guo, et al.2026
  69. Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language ModelsFindings of the Association for Computational LinguisticsXudong Wang, Chaoning Zhang, Chenghao Li, et al.2026
  70. Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity RecognitionFindings of the Association for Computational LinguisticsJinlong Ma, Yu Zhang, Xuefeng Bai, et al.2026
  71. Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shun Zou, Yong Wang, Zehui Chen, et al.2026
  72. ByteBreaker@DravidianLangTech 2026: XLM-RoBERTa Large with Sliding-Window Chunking and Top-K Mean Pooling for Writing Style ClassificationWorkshop on Speech, Vision, and Language Technologies for Dravidian LanguagesChava Srinivasa Sai, R Vinay Kumar, Jigeesha Sai Surapaneni, et al.2026
  73. CheckRLM: Effective Knowledge–Thought Coherence Checking in Retrieval-Augmented ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Dingling Xu, Ruobing Wang, Qingfei Zhao, et al.2026
  74. CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image RetrievalFindings of the Association for Computational LinguisticsZhipeng Qian, Zihan Liang, Yufei Ma, et al.2026
  75. C³D: Enhancing LLM Reasoning via Confidence-Guided Contrastive DecodingFindings of the Association for Computational LinguisticsYufeng Zhang, Xuepeng Wang, Lingxiang Wu, et al.2026
  76. Divergent Thinking: Escape the Homogeneity Trap in Generative Commonsense ReasoningFindings of the Association for Computational LinguisticsYiheng Tao, Kaiwen Cheng, Zhiwei Nie, et al.2026
  77. GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal ReasoningFindings of the Association for Computational LinguisticsFengyi Wu, Yifei Dong, Yilong Dai, et al.2026
  78. KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?Transactions of the Association for Computational Linguistics (TACL)Soumadeep Saha, Akshay Chaturvedi, Saptarshi Saha, et al.2026
  79. Less is More: Knowledge-Aware Compression for Long Legal Judgment PredictionFindings of the Association for Computational LinguisticsFanghao Lou, Qiqi Wang, Guanyu Chen, et al.2026
  80. Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL)YongKang Liu, Xingle Xu, Ercong Nie, et al.2026
  81. Map-of-Actions: Deliberate Reasoning over Multi-Labeled GraphsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraWuguang Ni, Kai Yang2026
  82. RATION: Entropy-Driven Task-Adaptive Visual Attention Allocation Framework for Multimodal ReasoningFindings of the Association for Computational LinguisticsXingle Xu, Fanheng Kong, Dexian Cai, et al.2026
  83. RouterHGC: Optimized Router for LLM-based Multi-Agent Systems via Heterogeneous Graph Contrastive LearningFindings of the Association for Computational LinguisticsYitao Xiao, Shaoyong Guo, Guoming Yang, et al.2026
  84. SD-E2: Semantic Exploration for Reasoning Under Token BudgetsFindings of the Association for Computational LinguisticsKshitij Mishra, Nils Lukas, Salem Lahlou2026
  85. Thinking Like a Botanist: Challenging Multimodal Language Models with Intent Driven Chain-of-InquiryFindings of the Association for Computational LinguisticsSyed Nazmus Sakib, Nafiul Haque, Shahrear Bin Amin, et al.2026
  86. Translation-CoT: A Human-Inspired Chain-of-Thought Framework for Multilingual LLM TranslationConference of the Association for Machine Translation in the Americas (AMTA)Tabia Tanzin Prama, Juniper L Lovato, Chris Danforth, et al.2026
  87. UCS: Estimating Unseen Coverage for Improved In-Context LearningFindings of the Association for Computational LinguisticsJiayi Xin, Xiang Li, Evan Qiang, et al.2026
  88. niksss at SemEval-2022 Task 6: Are Traditionally Pre-Trained Contextual Embeddings Enough for Detecting Intended Sarcasm ?International Workshop on Semantic Evaluation (SemEval)Nikhil Singh2022
  89. BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic IdentificationarXiv:2106.12495Abdellah El Mekki, Abdelkader El Mahdaouy, Kabil Essefar, et al.2021

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