Concretion Inferences in NAtural Language Understanding. - Dekai Wu (GWAI, 1987)

The Berkeley UNIX Consultant Project. - Robert Wilensky; David N. Chin; Marc Luria; James H. Martin; James Mayfield; Dekai Wu (Comput. Linguistics, 1988)

A Probabilistic Approach to Marker Propagation. - Dekai Wu (IJCAI, 1989)

Review of Natural Language Understanding. - Dekai Wu (AI Mag., 1989)

Probabilistic Unification-Based Integration Of Syntactic and Semantic Preferences For Nominal Compounds. - Dekai Wu (COLING, 1990)

Active Acquisition of User Models: Implications for Decision-Theoretic Dialog Planning and Plan Recognition. - Dekai Wu (User Model. User Adapt. Interact., 1991)

Estimating Probability Distributions over Hypotheses with Variable Unification. - Dekai Wu (AAAI, 1993)

Approximating Maximum-Entropy Ratings for Evidential Parsing and Semantic Interpretation. - Dekai Wu (IJCAI, 1993)

Aligning a Parallel English-Chinese Corpus Statistically with Lexical Criteria. - Dekai Wu (ACL, 1994)

Learning an English-Chinese Lexicon from a Parallel Corpus. - Dekai Wu; Xuanyin Xia (AMTA, 1994)

Improving Chinese Tokenization With Linguistic Filters On Statistical Lexical Acquisition. - Dekai Wu; Pascale Fung (ANLP, 1994)

Statistical Augmentation of a Chinese Machine-Readable Dictionary. - Pascale Fung; Dekai Wu (CoRR, 1994)

Large-scale automatic extraction of an English-Chinese translation lexicon. - Dekai Wu; Xuanyin Xia (Mach. Transl., 1994)

Trainable Coarse Bilingual Grammars for Parallel Text Bracketing. - Dekai Wu (VLC@ACL, 1995)

An Algorithm for Simultaneously Bracketing Parallel Texts by Aligning Words. - Dekai Wu (ACL, 1995)

Learning restricted probabilistic link grammars. - Eva Wai-man Fong; Dekai Wu (Learning for Natural Language Processing, 1995)

Stochastic Inversion Transduction Grammars, with Application to Segmentation, Bracketing, and Alignment of Parallel Corpora. - Dekai Wu (IJCAI, 1995)

Using Brackets to Improve Search for Statistical Machine Translation. - Dekai Wu; Cindy Ng (PACLIC, 1995)

A Polynomial-Time Algorithm for Statistical Machine Translation. - Dekai Wu (ACL, 1996)

Panel: Next steps in MT research. - Lynn Carlson; Jaime G. Carbonell; David Farwell; Pierre Isabelle; Jackie Murgida; John O'Hara; Dekai Wu (AMTA, 1996)

Parsing Chinese With an Almost-Context-Free Grammar. - Xuanyin Xia; Dekai Wu (EMNLP, 1996)

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 (EUROSPEECH, 1997)

Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel Corpora. - Dekai Wu (Comput. Linguistics, 1997)

Machine Translation with a Stochastic Grammatical Channel. - Dekai Wu; Hongsing Wong (COLING-ACL, 1998)

Automatically Merging Lexicons that have Incompatible Part-of-Speech Categories. - Daniel Ka-Leung Chan; Dekai Wu (EMNLP, 1999)

An Information-Theoretic Empirical Analysis of Dependency-Based Feature Types for Word Prediction Models. - Dekai Wu; Jun Zhao 001; Zhifang Sui (EMNLP, 1999)

On the use of right context in sense-disambiguating language models. - Vincent Chow; Dekai Wu (EUROSPEECH, 1999)

Learning a lightweight robust deterministic parser. - Aboy Wong; Dekai Wu (EUROSPEECH, 1999)

An information-based method for selecting feature types for word prediction. - Dekai Wu; Zhifang Sui; Jun Zhao 001 (EUROSPEECH, 1999)

Improving n-gram modeling using distance-related unit association maximum entropy language modeling. - Shuwu Zhang; Harald Singer; Dekai Wu; Yoshinori Sagisaka (EUROSPEECH, 1999)

An Information-Theory-Based Feature Type Analysis for the Modeling of Statistical Parsing. - Zhifang Sui; Jun Zhao 001; Dekai Wu (ACL, 2000)

A Comparative Study of Classification Based Personal E-mail Filtering. - Yanlei Diao; Hongjun Lu; Dekai Wu (PAKDD, 2000)

Boosting for Named Entity Recognition. - Dekai Wu; Grace Ngai; Marine Carpuat; Jeppe Larsen; Yongsheng Yang (CoNLL, 2002)

A Stacked, Voted, Stacked Model for Named Entity Recognition. - Dekai Wu; Grace Ngai; Marine Carpuat (CoNLL, 2003)

A Kernel PCA Method for Superior Word Sense Disambiguation. - Dekai Wu; Weifeng Su; Marine Carpuat (ACL, 2004)

Semi-supervised training of a Kernel PCA-Based Model for Word Sense Disambiguation. - Weifeng Su; Marine Carpuat; Dekai Wu (COLING, 2004)

Why Nitpicking Works: Evidence for Occam's Razor in Error Correctors. - Dekai Wu; Grace Ngai; Marine Carpuat (COLING, 2004)

NTPC: N-fold Templated Piped Correction. - Dekai Wu; Grace Ngai; Marine Carpuat (IJCNLP, 2004)

A grammar-based Chinese to English speech translation system for portable devices. - Pascale Fung; Yi Liu 022; Yongsheng Yang; Yihai Shen; Dekai Wu (INTERSPEECH, 2004)

Raising the Bar: Stacked Conservative Error Correction Beyond Boosting. - Dekai Wu; Grace Ngai; Marine Carpuat (LREC, 2004)

Using N-best lists for Named Entity Recognition from Chinese Speech. - Lu-Feng Zhai; Pascale Fung; Richard M. Schwartz; Marine Carpuat; Dekai Wu (HLT-NAACL (Short Papers), 2004)

Augmenting ensemble classification for Word Sense Disambiguation with a kernel PCA model. - Marine Carpuat; Weifeng Su; Dekai Wu (SENSEVAL@ACL, 2004)

Semantic role labeling with Boosting, SVMs, Maximum Entropy, SNOW, and Decision Lists. - Grace Ngai; Dekai Wu; Marine Carpuat; Chi-Shing Wang; Chi-Yung Wang (SENSEVAL@ACL, 2004)

Joining forces to resolve lexical ambiguity: East meets West in Barcelona. - Richard Wicentowski; Grace Ngai; Dekai Wu; Marine Carpuat; Emily Thomforde; Adrian Packel (SENSEVAL@ACL, 2004)

Word Sense Disambiguation vs. Statistical Machine Translation. - Marine Carpuat; Dekai Wu (ACL, 2005)

Recognizing Paraphrases and Textual Entailment Using Inversion Transduction Grammars. - Dekai Wu (EMSEE@ACL, 2005)

Evaluating the Word Sense Disambiguation Performance of Statistical Machine Translation. - Marine Carpuat; Dekai Wu (IJCNLP (companion), 2005)

Statistical Machine Translation Part II: Tree-Based SMT. - Dekai Wu (IJCNLP (companion), 2005)

Inversion Transduction Grammar Constraints for Mining Parallel Sentences from Quasi-Comparable Corpora. - Dekai Wu; Pascale Fung (IJCNLP, 2005)

Textual Entailment Recognition Using Inversion Transduction Grammars. - Dekai Wu (MLCW, 2005)

MT model space: statistical versus compositional versus example-based machine translation. - Dekai Wu (Mach. Transl., 2005)

Boosting for Chinese Named Entity Recognition. - Xiaofeng Yu; Marine Carpuat; Dekai Wu (SIGHAN@COLING/ACL, 2006)

A Grammatical Approach to Understanding Textual Tables Using Two-Dimensional SCFGs. - Dekai Wu; Ken Wing Kuen Lee (ACL, 2006)

Toward integrating word sense and entity disambiguation into statistical machine translation. - Marine Carpuat; Yihai Shen; Xiaofeng Yu; Dekai Wu (IWSLT, 2006)

Automatic Learning of Chinese English Semantic Structure Mapping. - Pascale Fung; Zhaojun Wu; Yongsheng Yang; Dekai Wu (SLT, 2006)

Inversion transduction Grammar Coverage of Arabic-English Word Alignment for Tree-Structured Statistical Machine Translation. - Dekai Wu; Marine Carpuat; Yihai Shen (SLT, 2006)

Improving Statistical Machine Translation Using Word Sense Disambiguation. - Marine Carpuat; Dekai Wu (EMNLP-CoNLL, 2007)

HKUST statistical machine translation experiments for IWSLT 2007. - Yihai Shen; Chi-kiu Lo; Marine Carpuat; Dekai Wu (IWSLT, 2007)

Context-dependent phrasal translation lexicons for statistical machine translation. - Marine Carpuat; Dekai Wu (MTSummit, 2007)

How phrase sense disambiguation outperforms word sense disambiguation for statistical machine translation. - Marine Carpuat; Dekai Wu (TMI, 2007)

Learning bilingual semantic frames: shallow semantic parsing vs. semantic role projection. - Pascale Fung; Zhaojun Wu; Yongsheng Yang; Dekai Wu (TMI, 2007)

Evaluation of Context-Dependent Phrasal Translation Lexicons for Statistical Machine Translation. - Marine Carpuat; Dekai Wu (LREC, 2008)

Toward machine translation with statistics and syntax and semantics. - Dekai Wu (ASRU, 2009)

Can Semantic Role Labeling Improve SMT? - Dekai Wu; Pascale Fung (EAMT, 2009)

Learning Stochastic Bracketing Inversion Transduction Grammars with a Cubic Time Biparsing Algorithm. - Markus Saers; Joakim Nivre; Dekai Wu (IWPT, 2009)

Empirical lower bounds on translation unit error rate for the full class of inversion transduction grammars. - Anders Søgaard; Dekai Wu (IWPT, 2009)

Semantic Roles for SMT: A Hybrid Two-Pass Model. - Dekai Wu; Pascale Fung (HLT-NAACL (Short Papers), 2009)

Improving Phrase-Based Translation via Word Alignments from Stochastic Inversion Transduction Grammars. - Markus Saers; Dekai Wu (SSST@HLT-NAACL, 2009)

Evaluating Machine Translation Utility via Semantic Role Labels. - Chi-kiu Lo; Dekai Wu (LREC, 2010)

Word Alignment with Stochastic Bracketing Linear Inversion Transduction Grammar. - Markus Saers; Joakim Nivre; Dekai Wu (HLT-NAACL, 2010)

Semantic vs. Syntactic vs. N-gram Structure for Machine Translation Evaluation. - Chi-kiu Lo; Dekai Wu (SSST@COLING, 2010)

A Systematic Comparison between Inversion Transduction Grammar and Linear Transduction Grammar for Word Alignment. - Markus Saers; Joakim Nivre; Dekai Wu (SSST@COLING, 2010)

Linear Inversion Transduction Grammar Alignments as a Second Translation Path. - Markus Saers; Joakim Nivre; Dekai Wu (WMT@ACL, 2010)

Alignment. - Dekai Wu (Handbook of Natural Language Processing, 2010)

MEANT: An inexpensive, high-accuracy, semi-automatic metric for evaluating translation utility based on semantic roles. - Chi-kiu Lo; Dekai Wu (ACL, 2011)

Principled Induction of Phrasal Bilexica. - Markus Saers; Dekai Wu (EAMT, 2011)

SMT Versus AI Redux: How Semantic Frames Evaluate MT More Accurately. - Chi-kiu Lo; Dekai Wu (IJCAI, 2011)

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 (IJCNLP, 2011)

Speech Translation with Grammar Driven Probabilistic Phrasal Bilexica Extraction. - Markus Saers; Dekai Wu; Chi-kiu Lo; Karteek Addanki (INTERSPEECH, 2011)

On the Expressivity of Linear Transductions. - Markus Saers; Dekai Wu; Chris Quirk (MTSummit, 2011)

Linear Transduction Grammars and Zipper Finite-State Transducers. - Markus Saers; Dekai Wu (RANLP, 2011)

Structured vs. Flat Semantic Role Representations for Machine Translation Evaluation. - Chi-kiu Lo; Dekai Wu (SSST@ACL, 2011)

Reestimation of Reified Rules in Semiring Parsing and Biparsing. - Markus Saers; Dekai Wu (SSST@ACL, 2011)

From Finite-State to Inversion Transductions: Toward Unsupervised Bilingual Grammar Induction. - Markus Saers; Karteek Addanki; Dekai Wu (COLING, 2012)

LTG vs. ITG Coverage of Cross-Lingual Verb Frame Alternations. - Karteek Addanki; Chi-kiu Lo; Markus Saers; Dekai Wu (EAMT, 2012)

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 (PACLIC, 2012)

Towards a Predicate-Argument Evaluation for MT. - Ondrej Bojar; Dekai Wu (SSST@ACL, 2012)

Unsupervised vs. supervised weight estimation for semantic MT evaluation metrics. - Chi-kiu Lo; Dekai Wu (SSST@ACL, 2012)

Fully Automatic Semantic MT Evaluation. - Chi-kiu Lo; Anand Karthik Tumuluru; Dekai Wu (WMT@NAACL-HLT, 2012)

Improving machine translation by training against an automatic semantic frame based evaluation metric. - Chi-kiu Lo; Karteek Addanki; Markus Saers; Dekai Wu (ACL (2), 2013)

Learning to Freestyle: Hip Hop Challenge-Response Induction via Transduction Rule Segmentation. - Dekai Wu; Karteek Addanki; Markus Saers; Meriem Beloucif (EMNLP, 2013)

Unsupervised Transduction Grammar Induction via Minimum Description Length. - Markus Saers; Karteek Addanki; Dekai Wu (HyTra@ACL, 2013)

Bayesian Induction of Bracketing Inversion Transduction Grammars. - Markus Saers; Dekai Wu (IJCNLP, 2013)

Freestyle: a challenge-response system for hip hop lyrics via unsupervised induction of stochastic transduction grammars. - Dekai Wu; Karteek Addanki; Markus Saers (INTERSPEECH, 2013)

Simultaneous Unsupervised Learning of Flamenco Metrical Structure, Hypermetrical Structure, and Multipart Structural Relations. - Dekai Wu (ISMIR, 2013)

Improving machine translation into Chinese by tuning against Chinese MEANT. - Chi-kiu Lo; Meriem Beloucif; Dekai Wu (IWSLT (Evaluation Campaign), 2013)

Human semantic MT evaluation with HMEANT for IWSLT 2013. - Chi-kiu Lo; Dekai Wu (IWSLT (Evaluation Campaign), 2013)

Unsupervised learning of bilingual categories in inversion transduction grammar induction. - Markus Saers; Dekai Wu (IWSLT, 2013)

Modeling Hip Hop Challenge-Response Lyrics as Machine Translation. - Karteek Addanki; Markus Saers; Dekai Wu (MTSummit, 2013)

Can Informal Genres be better Translated by Tuning on Automatic Semantic Metrics? - Chi-kiu Lo; Dekai Wu (MTSummit, 2013)

Segmenting vs. Chunking Rules: Unsupervised ITG Induction via Minimum Conditional Description Length. - Markus Saers; Karteek Addanki; Dekai Wu (RANLP, 2013)

Unsupervised Rhyme Scheme Identification in Hip Hop Lyrics Using Hidden Markov Models. - Karteek Addanki; Dekai Wu (SLSP, 2013)

Iterative Rule Segmentation under Minimum Description Length for Unsupervised Transduction Grammar Induction. - Markus Saers; Karteek Addanki; Dekai Wu (SLSP, 2013)

Combining Top-down and Bottom-up Search for Unsupervised Induction of Transduction Grammars. - Markus Saers; Karteek Addanki; Dekai Wu (SSST@NAACL-HLT, 2013)

MEANT at WMT 2013: A Tunable, Accurate yet Inexpensive Semantic Frame Based MT Evaluation Metric. - Chi-kiu Lo; Dekai Wu (WMT@ACL, 2013)

XMEANT: Better semantic MT evaluation without reference translations. - Chi-kiu Lo; Meriem Beloucif; Markus Saers; Dekai Wu (ACL (2), 2014)

Lexical Access Preference and Constraint Strategies for Improving Multiword Expression Association within Semantic MT Evaluation. - Dekai Wu; Chi-kiu Lo; Markus Saers (CogALex@COLING, 2014)

Improving MEANT based semantically tuned SMT. - Meriem Beloucif; Chi-kiu Lo; Dekai Wu (IWSLT (Evaluation Campaign), 2014)

Evaluating Improvised Hip Hop Lyrics - Challenges and Observations. - Karteek Addanki; Dekai Wu (LREC, 2014)

On the reliability and inter-annotator agreement of human semantic MT evaluation via HMEANT. - Chi-kiu Lo; Dekai Wu (LREC, 2014)

BiMEANT: Integrating Cross-Lingual and Monolingual Semantic Frame Similarities in the MEANT Semantic MT Evaluation Metric. - Chi-kiu Lo; Dekai Wu (SLSP, 2014)

Transduction Recursive Auto-Associative Memory: Learning Bilingual Compositional Distributed Vector Representations of Inversion Transduction Grammars. - Karteek Addanki; Dekai Wu (SSST@EMNLP, 2014)

Ternary Segmentation for Improving Search in Top-down Induction of Segmental ITGs. - Markus Saers; Dekai Wu (SSST@EMNLP, 2014)

Better Semantic Frame Based MT Evaluation via Inversion Transduction Grammars. - Dekai Wu; Chi-kiu Lo; Meriem Beloucif; Markus Saers (SSST@EMNLP, 2014)

Neural Versus Symbolic Rap Battle Bots. - Dekai Wu; Karteek Addanki (ICMC, 2015)

Learning to Rap Battle with Bilingual Recursive Neural Networks. - Dekai Wu; Karteek Addanki (IJCAI, 2015)

Improving semantic SMT via soft semantic role label constraints on ITG alignmens. - Meriem Beloucif; Markus Saers; Dekai Wu (MTSummit, 2015)

Improving evaluation and optimization of MT systems against MEANT. - Chi-kiu Lo; Philipp Dowling; Dekai Wu (WMT@EMNLP, 2015)

Improving word alignment for low resource languages using English monolingual SRL. - Meriem Beloucif; Markus Saers; Dekai Wu (HyTra@COLING, 2016)

How Blue Can You Get? Learning Structural Relationships for Microtones via Continuous Stochastic Transduction Grammars. - Dekai Wu (ICCC, 2016)

Semantically driven inversion transduction grammar induction for early stage training of spoken language translation. - Meriem Beloucif; Dekai Wu (SLT, 2016)

Driving inversion transduction grammar induction with semantic evaluation. - Meriem Beloucif; Dekai Wu (*SEM@ACL, 2016)

SRL for low resource languages isn't needed for semantic SMT. - Meriem Beloucif; Dekai Wu (EAMT, 2018)

Handling Ties Correctly and Efficiently in Viterbi Training Using the Viterbi Semiring. - Markus Saers; Dekai Wu (LATA, 2018)

Efficient Bilingual Generalization from Neural Transduction Grammar Induction. - Yuchen Yan; Dekai Wu; Serkan Kumyol (IWSLT, 2019)

Defense Against Prompt Injection Attack by Leveraging Attack Techniques. - Yulin Chen; Haoran Li 003; Zihao Zheng; Dekai Wu; Yangqiu Song; Bryan Hooi (ACL (1), 2025)