🧑‍🔬 Sida Wang — all works

38 works · ← Sida Wang

1. Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Sida Wang, Christopher Manning2012 · 1,136 citations
2. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for CodearXiv:2403.07974Naman Jain, King Han, Alex Gu, et al.2024 · 578 citations
3. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Tianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 407 citations
4. Simple Recurrent Units for Highly Parallelizable Recurrence ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetTao Lei et al.2018 · 320 citations
5. InCoder: A Generative Model for Code Infilling and Synthesis ↗arXiv:2204.05999 · no summary yetDaniel Fried et al.2023 · 300 citations
6. Fast dropout training ↗no summary yetSida Wang, Christopher D. Manning2013 · 277 citations
7. Dropout Training as Adaptive Regularization ↗arXiv (Cornell University) · no summary yetStefan Wager, Sida Wang, Percy Liang2013 · 271 citations
8. Data Noising as Smoothing in Neural Network Language Models ↗arXiv (Cornell University) · no summary yetZiang Xie et al.2017 · 269 citations
9. DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation ↗arXiv:2211.11501 · no summary yetYuhang Lai et al.2022 · 199 citations
10. Learning Language Games through Interaction ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSida I. Wang, Percy Liang, Christopher D. Manning2016 · 194 citations
11. Pre-training via ParaphrasingarXiv:2006.15020Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, et al.2020 · 187 citations
12. Grounded Adaptation for Zero-shot Executable Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Victor Zhong, Mike Lewis, Sida I. Wang, et al.2020 · 136 citations
13. LEVER: Learning to Verify Language-to-Code Generation with ExecutionarXiv:2302.08468Ansong Ni, Srini Iyer, Dragomir Radev, et al.2023 · 126 citations
14. CRUXEval: A Benchmark for Code Reasoning, Understanding and ExecutionarXiv:2401.03065Alex Gu, Baptiste Rozière, Hugh Leather, et al.2024 · 122 citations
15. Natural Language to Code Translation with Execution ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetFreda Shi et al.2022 · 116 citations
16. Human Effort and Machine Learnability in Computer Aided Translation ↗Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSpence Green et al.2014 · 105 citations
17. Naturalizing a Programming Language via Interactive Learning ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSida I. Wang et al.2017 · 87 citations
18. SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution ↗arXiv:2502.18449 · no summary yetYuxiang Wei et al.2025 · 64 citations
19. Fast and Adaptive Online Training of Feature-Rich Translation Models ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSpence Green et al.2013 · 57 citations
20. Coder Reviewer Reranking for Code Generation ↗arXiv:2211.16490 · no summary yetTianyi Zhang et al.2022 · 52 citations
21. SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ↗arXiv (Cornell University) · no summary yetJohn Jeongseok Yang et al.2024 · 48 citations
22. Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment ↗ACL-IJCNLP 2021 (online) · no summary yetHaoyue Shi, Luke Zettlemoyer, Sida I. Wang2021 · 43 citations
23. Feature Noising for Log-Linear Structured Prediction ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetSida Wang et al.2013 · 37 citations
24. Altitude Training: Strong Bounds for Single-Layer Dropout ↗arXiv (Cornell University) · no summary yetStefan Wager et al.2014 · 18 citations
25. Feature-Rich Phrase-based Translation: Stanford University's Submission to the WMT 2013 Translation Task ↗Proceedings of the Eighth Workshop on Statistical Machine Translation · no summary yetSpence Green et al.2013 · 10 citations
26. BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetEleftheria Briakou et al.2022 · 9 citations
27. SILG: The Multi-domain Symbolic Interactive Language Grounding Benchmark ↗neural information processing systems · no summary yetVictor W. Zhong et al.2021 · 9 citations
28. SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark ↗arXiv (Cornell University) · no summary yetZhong, Victor et al.2021 · 7 citations
29. Simple MAP Inference via Low-Rank Relaxations ↗no summary yetRoy Frostig et al.2014 · 7 citations
30. Relaxations for inference in restricted Boltzmann machines ↗arXiv (Cornell University) · no summary yetSida Wang et al.2013 · 3 citations
31. ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models ↗arXiv (Cornell University) · no summary yetLian, Long et al.2025 · 1 citation
32. Estimating Mixture Models via Mixtures of Polynomials ↗arXiv (Cornell University) · no summary yetSida Wang, Arun Tejasvi Chaganty, Percy Liang2016 · 1 citation
33. Improvements That Don’t Add Up: Ad-Hoc Retrieval Results Since 1998 ↗no summary yetSida Wang et al.2016 · 1 citation
34. Fast dropout training for logistic regression ↗no summary yetSida Wang, Christopher D. Manning2012 · 1 citation
35. and Machine Learnability in Computer Aided Translation ↗no summary yetSpence Green et al.2014
36. Fast deterministic dropout training NIPS workshop ↗no summary yetSida Wang, Christopher D. Manning2014
37. • Part 1: Dropout as adaptive regularization ↗no summary yetSida Wang et al.2014
38. on Statistical Machine Translation Shared ↗no summary yetSpence Green et al.2013

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