---
title: "Dong Yu — all works — Elamur Research"
description: "All 52 works of Dong Yu in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/dong-yu/works/"
---
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# Dong Yu — all works

52 works · [← Dong Yu](https://md.research.elamur.ai/free/en/authors/dong-yu/)

1. **[A Fast and Accurate One-Stage Approach to Visual Grounding ↗](https://doi.org/10.1109/iccv.2019.00478) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zhengyuan Yang et al.*2019 · 433 citations*
2. **[Exploring convolutional neural network structures and optimization techniques for speech recognition ↗](https://doi.org/10.21437/interspeech.2013-744) Interspeech (USB) · no summary yet**Ossama Abdel‐Hamid, Li Deng, Dong Yu*2013 · 390 citations*
3. **[Recurrent neural networks for language understanding ↗](https://doi.org/10.21437/interspeech.2013-569) Interspeech (USB) · no summary yet**Kaisheng Yao et al.*2013 · 350 citations*
4. **[DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension](https://md.research.elamur.ai/free/en/papers/sun-2019-dream-challenge-data-set-models/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Kai Sun, Dian Yu, Jianshu Chen, et al.*2019 · 334 citations*
5. **[MM-LLMs: Recent Advances in MultiModal Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2024-mm-llms-recent-advances-multimodal/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Duzhen Zhang, Yahan Yu, Jiahua Dong, et al.*2024 · 320 citations*
6. **[Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ↗](https://aclanthology.org/P19-1304/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Kun Xu et al.*2019 · 280 citations*
7. **[WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models](https://md.research.elamur.ai/free/en/papers/he-2024-webvoyager-building-end-end-web/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongliang He, Wenlin Yao, Kaixin Ma, et al.*2024 · 191 citations*
8. **[MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ↗](https://aclanthology.org/2020.acl-main.233/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Jie Lei et al.*2020 · 187 citations*
9. **[Improving Machine Reading Comprehension with General Reading Strategies](https://md.research.elamur.ai/free/en/papers/sun-2019-improving-machine-reading-comprehension-general/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Kai Sun, Dian Yu, Dong Yu, et al.*2019 · 172 citations*
10. [**Scaling Synthetic Data Creation with 1,000,000,000 Personas arXiv:2406.20094**Tao Ge, Xin Chan, Xiaoyang Wang, et al.*2024 · 171 citations*](https://md.research.elamur.ai/free/en/papers/ge-2024-scaling-synthetic-data-creation-1/)
11. **[Dialogue-Based Relation Extraction ↗](https://aclanthology.org/2020.acl-main.444/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Dian Yu et al.*2020 · 155 citations*
12. **[Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models](https://md.research.elamur.ai/free/en/papers/yu-2024-chain-note-enhancing-robustness-retrieval/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Generation arXiv:2307.03987**Neeraj Varshney; Wenlin Yao; Hongming Zhang; Jianshu Chen;, Dong Yu*2023 · 143 citations*](https://md.research.elamur.ai/free/en/papers/varshney-2023-stitch-time-saves-nine-detecting/)
14. **[Dense X Retrieval: What Retrieval Granularity Should We Use?](https://md.research.elamur.ai/free/en/papers/chen-2024-dense-x-retrieval-what-retrieval/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tong Chen, Hongwei Wang, Sihao Chen, et al.*2024 · 142 citations*
15. **[InFoBench: Evaluating Instruction Following Ability in Large Language Models](https://md.research.elamur.ai/free/en/papers/qin-2024-infobench-evaluating-instruction-following-ability/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yiwei Qin, Kaiqiang Song, Yebowen Hu, et al.*2024 · 136 citations*
16. **[Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension](https://md.research.elamur.ai/free/en/papers/sun-2019-investigating-prior-knowledge-challenging/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Kai Sun, Dian Yu, Dong Yu, et al.*2019 · 133 citations*
17. [**LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory arXiv:2410.10813**Di Wu, Hongwei Wang, Wenhao Yu, et al.*2024 · 95 citations*](https://md.research.elamur.ai/free/en/papers/wu-2024-longmemeval-benchmarking-chat-assistants-long/)
18. **[Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information ↗](https://doi.org/10.21437/interspeech.2019-2266) Interspeech (USB) · no summary yet**Rongzhi Gu et al.*2019 · 94 citations*
19. **[MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning](https://md.research.elamur.ai/free/en/papers/liu-2024-mmc-advancing-multimodal-chart-understanding/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, et al.*2024 · 86 citations*
20. **[DurIAN: Duration Informed Attention Network for Speech Synthesis ↗](https://doi.org/10.21437/interspeech.2020-2968) Interspeech (USB) · no summary yet**Chengzhu Yu et al.*2020 · 81 citations*
21. **[DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning ↗](https://arxiv.org/abs/2504.11456) arXiv:2504.11456 · no summary yet**Zhiwei He et al.*2025 · 78 citations*
22. **[Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints](https://md.research.elamur.ai/free/en/papers/wang-2020-faithful-neural-table-text-generation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhenyi Wang, Xiaoyang Wang, Bang An, et al.*2020 · 67 citations*
23. **[Evidence Sentence Extraction for Machine Reading Comprehension ↗](https://aclanthology.org/K19-1065/) Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) · no summary yet**Hai Wang et al.*2019 · 65 citations*
24. **[Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration ↗](https://doi.org/10.21437/interspeech.2013-551) Interspeech (USB) · no summary yet**Yan Huang et al.*2013 · 62 citations*
25. **[Knowledge-aware Pronoun Coreference Resolution](https://md.research.elamur.ai/free/en/papers/zhang-2019-knowledge-aware-pronoun-coreference-resolution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongming Zhang, Yan Song, Yangqiu Song, et al.*2019 · 49 citations*
26. **[Modeling Fluency and Faithfulness for Diverse Neural Machine Translation ↗](https://arxiv.org/abs/1912.00178) arXiv:1912.00178 · no summary yet**Yang Feng et al.*2019 · 38 citations*
27. **[ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT](https://md.research.elamur.ai/free/en/papers/song-2020-zpr2-joint-zero-pronoun-recovery/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Linfeng Song, Kun Xu, Yue Zhang, et al.*2020 · 29 citations*
28. **[Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion ↗](https://doi.org/10.1109/icassp.2009.4960616) IEEE International Conference on Acoustics Speech and Signal Processing · no summary yet**Oriol Vinyals et al.*2009 · 23 citations*
29. **[OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization](https://md.research.elamur.ai/free/en/papers/he-2025-openwebvoyager-building-multimodal-web-agents/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongliang He, Wenlin Yao, Kaixin Ma, et al.*2025 · 18 citations*
30. **[Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations ↗](https://aclanthology.org/2024.naacl-long.89/) 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 yet**Sihao Chen et al.*2024 · 17 citations*
31. [**Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models arXiv:2308.00304**Jiaao Chen, Xiaoman Pan, Dian Yu, et al.*2023 · 17 citations*](https://md.research.elamur.ai/free/en/papers/chen-2023-skills-context-prompting-unlocking-compositionality/)
32. **[Conceptual and Unbiased Reasoning in Language Models ↗](https://arxiv.org/abs/2404.00205) arXiv (Cornell University) · no summary yet**Ben Zhi Zhou et al.*2024 · 15 citations*
33. **[Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation](https://md.research.elamur.ai/free/en/papers/guo-2023-bridging-gap-between-synthetic-authentic/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/zhang-2025-attention-entropy-is-key-factor/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhisong Zhang, Yan Wang, Xinting Huang, et al.*2025 · 14 citations*
35. **[Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ↗](https://aclanthology.org/2022.acl-long.199/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Irene Li et al.*2022 · 14 citations*
36. **[LoGU: Long-form Generation with Uncertainty Expressions](https://md.research.elamur.ai/free/en/papers/yang-2025-logu-long-form-generation-uncertainty/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruihan Yang, Caiqi Zhang, Zhisong Zhang, et al.*2025 · 13 citations*
37. **[WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model](https://md.research.elamur.ai/free/en/papers/fang-2025-webevolver-enhancing-web-agent-self/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tianqing Fang, Hongming Zhang, Zhisong Zhang, et al.*2025 · 11 citations*
38. [**The Trickle-down Impact of Reward (In-)consistency on RLHF arXiv:2309.16155**Lingfeng Shen, Sihao Chen, Linfeng Song, et al.*2023 · 11 citations*](https://md.research.elamur.ai/free/en/papers/shen-2023-trickle-down-impact-reward-consistency/)
39. **[Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning ↗](https://arxiv.org/abs/2111.07218) arXiv:2111.07218 · no summary yet**Songxiang Liu, Dan Su, Dong Yu*2021 · 9 citations*
40. [**SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models arXiv:2408.15565**Dian Yu, Baolin Peng, Ye Tian, et al.*2024 · 8 citations*](https://md.research.elamur.ai/free/en/papers/yu-2024-siam-self-improving-code-assisted/)
41. **[Cross-Lingual Speaker Identification Using Distant Supervision ↗](https://arxiv.org/abs/2210.05780) arXiv (Cornell University) · no summary yet**Ben Zhi Zhou et al.*2022 · 5 citations*
42. **[Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification](https://md.research.elamur.ai/free/en/papers/wan-2026-inference-time-scaling-verification-self/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yuxuan Wan, Tianqing Fang, Zaitang LI, et al.*2026 · 4 citations*
43. **[MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation ↗](https://arxiv.org/abs/2505.10962) arXiv:2505.10962 · no summary yet**Zhenwen Liang et al.*2025 · 4 citations*
44. **[Open-Domain Event Graph Induction for Mitigating Framing Bias ↗](https://arxiv.org/abs/2305.12835) arXiv (Cornell University) · no summary yet**Siyi Liu et al.*2023 · 4 citations*
45. **[Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation](https://md.research.elamur.ai/free/en/papers/tseng-2026-revisiting-audio-language-pretraining-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wei-Cheng Tseng, Xuanru Zhou, Mingyue Huo, et al.*2026 · 1 citation*
46. **[WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models](https://md.research.elamur.ai/free/en/papers/wang-2026-webaggregator-enhancing-compositional-reasoning-capabilities/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Rui Wang, Ce Zhang, Jun-Yu Ma, et al.*2026 · 1 citation*
47. **[WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms](https://md.research.elamur.ai/free/en/papers/zhang-2026-webrollback-enhancing-web-agents-explicit/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Zhisong Zhang, Tianqing Fang, Kaixin Ma, et al.*2026 · 1 citation*
48. **[Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios](https://md.research.elamur.ai/free/en/papers/niu-2026-beyond-detection-evaluating-fallacy-awareness/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Conghui Niu, Ningxin Wu, Ziran Zhao, et al.*2026*
49. **[Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains](https://md.research.elamur.ai/free/en/papers/su-2026-crossing-reward-bridge-expanding-reinforcement/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Grounding](https://md.research.elamur.ai/free/en/papers/wang-2026-measure-twice-click-once-co/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenkai Wang, Xiyun Li, Hongcan Guo, et al.*2026*
51. **[SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models](https://md.research.elamur.ai/free/en/papers/su-2026-spagbias-uncovering-tracing-structured-spatial/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2109.03439) arXiv:2109.03439 · no summary yet**Songxiang Liu et al.*2021*