| 2025 | ACL | Defense Against Prompt Injection Attack by Leveraging Attack Techniques. | Yulin Chen, Haoran Li, Zihao Zheng, Dekai Wu, Yangqiu Song, Bryan Hooi |
| 2018 | EAMT | SRL for low resource languages isn't needed for semantic SMT. | Meriem Beloucif, Dekai Wu |
| 2018 | LATA | Handling Ties Correctly and Efficiently in Viterbi Training Using the Viterbi Semiring. | Markus Saers, Dekai Wu |
| 2015 | IJCAI | Learning to Rap Battle with Bilingual Recursive Neural Networks. | Dekai Wu, Karteek Addanki |
| 2014 | ACL | XMEANT: Better semantic MT evaluation without reference translations. | Chi-kiu Lo, Meriem Beloucif, Markus Saers, Dekai Wu |
| 2014 | LREC | Evaluating Improvised Hip Hop Lyrics - Challenges and Observations. | Karteek Addanki, Dekai Wu |
| 2014 | LREC | On the reliability and inter-annotator agreement of human semantic MT evaluation via HMEANT. | Chi-kiu Lo, Dekai Wu |
| 2013 | ACL | Improving machine translation by training against an automatic semantic frame based evaluation metric. | Chi-kiu Lo, Karteek Addanki, Markus Saers, Dekai Wu |
| 2013 | EMNLP | Learning to Freestyle: Hip Hop Challenge-Response Induction via Transduction Rule Segmentation. | Dekai Wu, Karteek Addanki, Markus Saers, Meriem Beloucif |
| 2013 | IJCNLP | Bayesian Induction of Bracketing Inversion Transduction Grammars. | Markus Saers, Dekai Wu |
| 2013 | Interspeech | Freestyle: a challenge-response system for hip hop lyrics via unsupervised induction of stochastic transduction grammars. | Dekai Wu, Karteek Addanki, Markus Saers |
| 2013 | RANLP | Segmenting vs. Chunking Rules: Unsupervised ITG Induction via Minimum Conditional Description Length. | Markus Saers, Karteek Addanki, Dekai Wu |
| 2012 | COLING | From Finite-State to Inversion Transductions: Toward Unsupervised Bilingual Grammar Induction. | Markus Saers, Karteek Addanki, Dekai Wu |
| 2012 | EAMT | LTG vs. ITG Coverage of Cross-Lingual Verb Frame Alternations. | Karteek Addanki, Chi-kiu Lo, Markus Saers, Dekai Wu |
| 2012 | PACLIC | Accuracy and robustness in measuring the lexical similarity of semantic role fillers for automatic semantic MT evaluation. | Anand Karthik Tumuluru, Chi-kiu Lo, Dekai Wu |
| 2011 | ACL | MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic roles. | Chi-kiu Lo, Dekai Wu |
| 2011 | EAMT | Principled Induction of Phrasal Bilexica. | Markus Saers, Dekai Wu |
| 2011 | IJCAI | SMT Versus AI Redux: How Semantic Frames Evaluate MT More Accurately. | Chi-kiu Lo, Dekai Wu |
| 2011 | IJCNLP | Mining Parallel Documents Using Low Bandwidth and High Precision CLIR from the Heterogeneous Web. | Simon Shi, Pascale Fung, Emmanuel Prochasson, Chi-kiu Lo, Dekai Wu |
| 2011 | Interspeech | Speech Translation with Grammar Driven Probabilistic Phrasal Bilexica Extraction. | Markus Saers, Dekai Wu, Chi-kiu Lo, Karteek Addanki |
| 2011 | RANLP | Linear Transduction Grammars and Zipper Finite-State Transducers. | Markus Saers, Dekai Wu |
| 2010 | LREC | Evaluating Machine Translation Utility via Semantic Role Labels. | Chi-kiu Lo, Dekai Wu |
| 2010 | NAACL | Word Alignment with Stochastic Bracketing Linear Inversion Transduction Grammar. | Markus Saers, Joakim Nivre, Dekai Wu |
| 2009 | ASRU | Toward machine translation with statistics and syntax and semantics. | Dekai Wu |
| 2009 | EAMT | Can Semantic Role Labeling Improve SMT? | Dekai Wu, Pascale Fung |
| 2009 | NAACL | Semantic Roles for SMT: A Hybrid Two-Pass Model. | Dekai Wu, Pascale Fung |
| 2008 | LREC | Evaluation of Context-Dependent Phrasal Translation Lexicons for Statistical Machine Translation. | Marine Carpuat, Dekai Wu |
| 2007 | EMNLP | Improving Statistical Machine Translation Using Word Sense Disambiguation. | Marine Carpuat, Dekai Wu |
| 2006 | ACL | A Grammatical Approach to Understanding Textual Tables Using Two-Dimensional SCFGs. | Dekai Wu, Ken Wing Kuen Lee |
| 2005 | ACL | Word Sense Disambiguation vs. Statistical Machine Translation. | Marine Carpuat, Dekai Wu |
| 2005 | ACL | Recognizing Paraphrases and Textual Entailment Using Inversion Transduction Grammars. | Dekai Wu |
| 2005 | IJCNLP | Evaluating the Word Sense Disambiguation Performance of Statistical Machine Translation. | Marine Carpuat, Dekai Wu |
| 2005 | IJCNLP | Statistical Machine Translation Part II: Tree-Based SMT. | Dekai Wu |
| 2005 | IJCNLP | Inversion Transduction Grammar Constraints for Mining Parallel Sentences from Quasi-Comparable Corpora. | Dekai Wu, Pascale Fung |
| 2004 | ACL | A Kernel PCA Method for Superior Word Sense Disambiguation. | Dekai Wu, Weifeng Su, Marine Carpuat |
| 2004 | COLING | Semi-supervised training of a Kernel PCA-Based Model for Word Sense Disambiguation. | Weifeng Su, Marine Carpuat, Dekai Wu |
| 2004 | COLING | Why Nitpicking Works: Evidence for Occam's Razor in Error Correctors. | Dekai Wu, Grace Ngai, Marine Carpuat |
| 2004 | IJCNLP | NTPC: N-fold Templated Piped Correction. | Dekai Wu, Grace Ngai, Marine Carpuat |
| 2004 | Interspeech | A grammar-based Chinese to English speech translation system for portable devices. | Pascale Fung, Yi Liu, Yongsheng Yang, Yihai Shen, Dekai Wu |
| 2004 | LREC | Raising the Bar: Stacked Conservative Error Correction Beyond Boosting. | Dekai Wu, Grace Ngai, Marine Carpuat |
| 2004 | NAACL | Using N-best lists for Named Entity Recognition from Chinese Speech. | Lu-Feng Zhai, Pascale Fung, Richard M. Schwartz, Marine Carpuat, Dekai Wu |
| 2003 | CoNLL | A Stacked, Voted, Stacked Model for Named Entity Recognition. | Dekai Wu, Grace Ngai, Marine Carpuat |
| 2002 | CoNLL | Boosting for Named Entity Recognition. | Dekai Wu, Grace Ngai, Marine Carpuat, Jeppe Larsen, Yongsheng Yang |
| 2000 | ACL | An Information-Theory-Based Feature Type Analysis for the Modeling of Statistical Parsing. | Zhifang Sui, Jun Zhao, Dekai Wu |
| 2000 | PAKDD | A Comparative Study of Classification Based Personal E-mail Filtering. | Yanlei Diao, Hongjun Lu, Dekai Wu |
| 1999 | EMNLP | Automatically Merging Lexicons that have Incompatible Part-of-Speech Categories. | Daniel Ka-Leung Chan, Dekai Wu |
| 1999 | EMNLP | An Information-Theoretic Empirical Analysis of Dependency-Based Feature Types for Word Prediction Models. | Dekai Wu, Jun Zhao, Zhifang Sui |
| 1999 | Interspeech | On the use of right context in sense-disambiguating language models. | Vincent Chow, Dekai Wu |
| 1999 | Interspeech | Learning a lightweight robust deterministic parser. | Aboy Wong, Dekai Wu |
| 1999 | Interspeech | An information-based method for selecting feature types for word prediction. | Dekai Wu, Zhifang Sui, Jun Zhao |
| 1999 | Interspeech | Improving n-gram modeling using distance-related unit association maximum entropy language modeling. | Shuwu Zhang, Harald Singer, Dekai Wu, Yoshinori Sagisaka |
| 1998 | ACL | Machine Translation with a Stochastic Grammatical Channel. | Dekai Wu, Hongsing Wong |
| 1997 | Interspeech | Structure and performance of a dependency language model. | Ciprian Chelba, David Engle, Frederick Jelinek, Victor Jimenez, Sanjeev Khudanpur, Lidia Mangu, Harry Printz, Eric Ristad, Ronald Rosenfeld, Andreas Stolcke, Dekai Wu |
| 1996 | ACL | A Polynomial-Time Algorithm for Statistical Machine Translation. | Dekai Wu |
| 1996 | AMTA | Panel: Next steps in MT research. | Lynn Carlson, Jaime G. Carbonell, David Farwell, Pierre Isabelle, Jackie Murgida, John O'Hara, Dekai Wu |
| 1996 | EMNLP | Parsing Chinese With an Almost-Context-Free Grammar. | Xuanyin Xia, Dekai Wu |
| 1995 | ACL | An Algorithm for Simultaneously Bracketing Parallel Texts by Aligning Words. | Dekai Wu |
| 1995 | IJCAI | Learning restricted probabilistic link grammars. | Eva Wai-man Fong, Dekai Wu |
| 1995 | IJCAI | Stochastic Inversion Transduction Grammars, with Application to Segmentation, Bracketing, and Alignment of Parallel Corpora. | Dekai Wu |
| 1995 | PACLIC | Using Brackets to Improve Search for Statistical Machine Translation. | Dekai Wu, Cindy Ng |
| 1994 | ACL | Aligning a Parallel English-Chinese Corpus Statistically with Lexical Criteria. | Dekai Wu |
| 1994 | AMTA | Learning an English-Chinese Lexicon from a Parallel Corpus. | Dekai Wu, Xuanyin Xia |
| 1993 | AAAI | Estimating Probability Distributions over Hypotheses with Variable Unification. | Dekai Wu |
| 1993 | IJCAI | Approximating Maximum-Entropy Ratings for Evidential Parsing and Semantic Interpretation. | Dekai Wu |
| 1990 | COLING | Probabilistic Unification-Based Integration Of Syntactic and Semantic Preferences For Nominal Compounds. | Dekai Wu |
| 1989 | IJCAI | A Probabilistic Approach to Marker Propagation. | Dekai Wu |
| 1987 | KI | Concretion Inferences in NAtural Language Understanding. | Dekai Wu |