🧑‍🔬 Dong Yu — all works

52 works · ← Dong Yu

1. A Fast and Accurate One-Stage Approach to Visual Grounding ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZhengyuan Yang et al.2019 · 433 citations
2. Exploring convolutional neural network structures and optimization techniques for speech recognition ↗Interspeech (USB) · no summary yetOssama Abdel‐Hamid, Li Deng, Dong Yu2013 · 390 citations
3. Recurrent neural networks for language understanding ↗Interspeech (USB) · no summary yetKaisheng Yao et al.2013 · 350 citations
4. DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Kai Sun, Dian Yu, Jianshu Chen, et al.2019 · 334 citations
5. MM-LLMs: Recent Advances in MultiModal Large Language ModelsFindings of the Association for Computational LinguisticsDuzhen Zhang, Yahan Yu, Jiahua Dong, et al.2024 · 320 citations
6. Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetKun Xu et al.2019 · 280 citations
7. WebVoyager: Building an End-to-End Web Agent with Large Multimodal ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Hongliang He, Wenlin Yao, Kaixin Ma, et al.2024 · 191 citations
8. MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJie Lei et al.2020 · 187 citations
9. Improving Machine Reading Comprehension with General Reading StrategiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kai Sun, Dian Yu, Dong Yu, et al.2019 · 172 citations
10. Scaling Synthetic Data Creation with 1,000,000,000 PersonasarXiv:2406.20094Tao Ge, Xin Chan, Xiaoyang Wang, et al.2024 · 171 citations
11. Dialogue-Based Relation Extraction ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetDian Yu et al.2020 · 155 citations
12. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wenhao Yu, Hongming Zhang, Xiaoman Pan, et al.2024 · 149 citations
13. A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence GenerationarXiv:2307.03987Neeraj Varshney; Wenlin Yao; Hongming Zhang; Jianshu Chen;, Dong Yu2023 · 143 citations
14. Dense X Retrieval: What Retrieval Granularity Should We Use?Conference on Empirical Methods in Natural Language Processing (EMNLP)Tong Chen, Hongwei Wang, Sihao Chen, et al.2024 · 142 citations
15. InFoBench: Evaluating Instruction Following Ability in Large Language ModelsFindings of the Association for Computational LinguisticsYiwei Qin, Kaiqiang Song, Yebowen Hu, et al.2024 · 136 citations
16. Investigating Prior Knowledge for Challenging Chinese Machine Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Kai Sun, Dian Yu, Dong Yu, et al.2019 · 133 citations
17. LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive MemoryarXiv:2410.10813Di Wu, Hongwei Wang, Wenhao Yu, et al.2024 · 95 citations
18. Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information ↗Interspeech (USB) · no summary yetRongzhi Gu et al.2019 · 94 citations
19. MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction TuningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, et al.2024 · 86 citations
20. DurIAN: Duration Informed Attention Network for Speech Synthesis ↗Interspeech (USB) · no summary yetChengzhu Yu et al.2020 · 81 citations
21. DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning ↗arXiv:2504.11456 · no summary yetZhiwei He et al.2025 · 78 citations
22. Towards Faithful Neural Table-to-Text Generation with Content-Matching ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhenyi Wang, Xiaoyang Wang, Bang An, et al.2020 · 67 citations
23. Evidence Sentence Extraction for Machine Reading Comprehension ↗Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) · no summary yetHai Wang et al.2019 · 65 citations
24. Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration ↗Interspeech (USB) · no summary yetYan Huang et al.2013 · 62 citations
25. Knowledge-aware Pronoun Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Hongming Zhang, Yan Song, Yangqiu Song, et al.2019 · 49 citations
26. Modeling Fluency and Faithfulness for Diverse Neural Machine Translation ↗arXiv:1912.00178 · no summary yetYang Feng et al.2019 · 38 citations
27. ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERTAnnual Meeting of the Association for Computational Linguistics (ACL)Linfeng Song, Kun Xu, Yue Zhang, et al.2020 · 29 citations
28. Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetOriol Vinyals et al.2009 · 23 citations
29. OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Hongliang He, Wenlin Yao, Kaixin Ma, et al.2025 · 18 citations
30. Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetSihao Chen et al.2024 · 17 citations
31. Skills-in-Context Prompting: Unlocking Compositionality in Large Language ModelsarXiv:2308.00304Jiaao Chen, Xiaoman Pan, Dian Yu, et al.2023 · 17 citations
32. Conceptual and Unbiased Reasoning in Language Models ↗arXiv (Cornell University) · no summary yetBen Zhi Zhou et al.2024 · 15 citations
33. Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Wenyu Guo, Qingkai Fang, Dong Yu, et al.2023 · 15 citations
34. Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhisong Zhang, Yan Wang, Xinting Huang, et al.2025 · 14 citations
35. Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetIrene Li et al.2022 · 14 citations
36. LoGU: Long-form Generation with Uncertainty ExpressionsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruihan Yang, Caiqi Zhang, Zhisong Zhang, et al.2025 · 13 citations
37. WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World ModelConference on Empirical Methods in Natural Language Processing (EMNLP)Tianqing Fang, Hongming Zhang, Zhisong Zhang, et al.2025 · 11 citations
38. The Trickle-down Impact of Reward (In-)consistency on RLHFarXiv:2309.16155Lingfeng Shen, Sihao Chen, Linfeng Song, et al.2023 · 11 citations
39. Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning ↗arXiv:2111.07218 · no summary yetSongxiang Liu, Dan Su, Dong Yu2021 · 9 citations
40. SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language ModelsarXiv:2408.15565Dian Yu, Baolin Peng, Ye Tian, et al.2024 · 8 citations
41. Cross-Lingual Speaker Identification Using Distant Supervision ↗arXiv (Cornell University) · no summary yetBen Zhi Zhou et al.2022 · 5 citations
42. Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided VerificationFindings of the Association for Computational LinguisticsYuxuan Wan, Tianqing Fang, Zaitang LI, et al.2026 · 4 citations
43. MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation ↗arXiv:2505.10962 · no summary yetZhenwen Liang et al.2025 · 4 citations
44. Open-Domain Event Graph Induction for Mitigating Framing Bias ↗arXiv (Cornell University) · no summary yetSiyi Liu et al.2023 · 4 citations
45. Revisiting Audio-language Pretraining for Learning General-purpose Audio RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Wei-Cheng Tseng, Xuanru Zhou, Mingyue Huo, et al.2026 · 1 citation
46. WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Wang, Ce Zhang, Jun-Yu Ma, et al.2026 · 1 citation
47. WebRollback: Enhancing Web Agents with Explicit Rollback MechanismsConference of the European Chapter of the Association for Computational Linguistics (EACL)Zhisong Zhang, Tianqing Fang, Kaixin Ma, et al.2026 · 1 citation
48. Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive ScenariosAnnual Meeting of the Association for Computational Linguistics (ACL)Conghui Niu, Ningxin Wu, Ziran Zhao, et al.2026
49. Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Su, Dian Yu, Linfeng Song, et al.2026
50. Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI GroundingAnnual Meeting of the Association for Computational Linguistics (ACL)Wenkai Wang, Xiyun Li, Hongcan Guo, et al.2026
51. SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Binxian Su, Haoye Lou, Shucheng Zhu, et al.2026
52. Referee: Towards reference-free cross-speaker style transfer with low-quality data for expressive speech synthesis ↗arXiv:2109.03439 · no summary yetSongxiang Liu et al.2021

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