Statistical model for text-to-text generation

Research output

Research output per year 2005 2005 2006 2009 2011

• 21 Conference contribution
• 5 Article

Research output per year

Research output per year

Search results

• 2011

  Unsupervised Semantic Role Induction via Split-Merge Clustering

  Lang, J. & Lapata, M., 2011, The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA. p. 1117-1126 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Semantic Role Labeling 100%
  • Unsupervised Method 100%
  • Initial Clustering 100%
  • Final Clustering 100%

• Unsupervised Semantic Role Induction with Graph Partitioning

  Lang, J. & Lapata, M., 2011, Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011, 27-31 July 2011, John McIntyre Conference Centre, Edinburgh, UK, A meeting of SIGDAT, a Special Interest Group of the ACL. Association for Computational Linguistics, p. 1320-1331 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Graph Partition 100%
  • Neighboring Vertex 33%
  • Experimental Result 33%
• 2010

  Measuring Distributional Similarity in Context

  Dinu, G. & Lapata, M., 2010, EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 1162-1172 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Probabilistic Framework 100%
  • Experimental Result 100%
  • Disambiguation 100%
  • Probability Distribution 100%
  • Word Similarity 100%

• Title Generation with Quasi-Synchronous Grammar

  Woodsend, K., Feng, Y. & Lapata, M., 2010, Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, EMNLP 2010, 9-11 October 2010, MIT Stata Center, Massachusetts, USA, A meeting of SIGDAT, a Special Interest Group of the ACL. Association for Computational Linguistics, p. 513-523 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Integer-Linear Programming 100%
  • Art Performance 100%
  • Parse Tree 100%
  • Source Document 100%
  • Tree Graph 100%
• 2009

  Cross-lingual Annotation Projection for Semantic Roles

  Padó, S. & Lapata, M., 2009, In: Journal of Artificial Intelligence Research. 36, p. 307-340 34 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Annotation 100%
  • Optimization Problem 33%
  • Lexical Information 33%
  • Syntactic Information 33%
  • Parallel Corpus 33%

• Graph Alignment for Semi-Supervised Semantic Role Labeling

  Fürstenau, H. & Lapata, M., 2009, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 11-20 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Semantic Role Labeling 100%
  • Annotation 50%
  • Integer-Linear Programming 50%
  • Semisupervised Learning 50%
  • Training Instance 50%

• Language Models Based on Semantic Composition

  Mitchell, J. & Lapata, M., 2009, Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 430-439 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Language Modeling 100%
  • Semantic Representation 100%
  • n-gram language model 66%
  • Composition Task 33%
  • Structured Language 33%

• Learning to Tell Tales: A Data-driven Approach to Story Generation

  McIntyre, N. & Lapata, M., 2009, Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP. Association for Computational Linguistics, p. 217-225 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Data Driven Approach 100%
  • Driven Approach 100%
  • Told Tale 100%
  • Educational Background 50%
  • Story Telling 50%

• Semi-Supervised Semantic Role Labeling

  Fürstenau, H. & Lapata, M., 2009, Proceedings of the 12th Conference of the European Chapter of the ACL,. p. 220-228 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Semantic Role Labeling 100%
  • Annotation 50%
  • Labeled Instance 50%
  • Automatic Annotation 25%
  • Semisupervised Learning 25%
• 2008

  Global Inference for Sentence Compression: An Integer Linear Programming Approach

  Clarke, J. & Lapata, M., 2008, In: Journal of Artificial Intelligence Research. 31, p. 399-429 31 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Integer-Linear Programming 100%
  • Optimization Problem 50%
  • Global Constraint 50%
  • Experimental Result 50%

• Sentence Compression Beyond Word Deletion

  Cohn, T. & Lapata, M., 2008, Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008). Association for Computational Linguistics, p. 137-144 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Language Modeling 100%
• 2007

  Large Margin Synchronous Generation and its Application to Sentence Compression

  Cohn, T. & Lapata, M., 2007, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. Association for Computational Linguistics, p. 73-82 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Substitution Tree 100%
  • Experimental Result 100%

• Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora

  Cohn, T. & Lapata, M., 2007, ACL 2007, Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics, June 23-30, 2007, Prague, Czech Republic. p. 728-735 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Machine Translation 100%
  • Parallel Corpus 100%
  • Experimental Result 100%
  • Surface Mount Technology 100%
  • Target Language 50%

• Modelling Compression with Discourse Constraints

  Clarke, J. & Lapata, M., 2007, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning. Association for Computational Linguistics, p. 1-11 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Surrounding Context 100%
  • Experimental Result 100%
• 2006

  Automatic evaluation of information ordering: Kendall's Tau

  Lapata, M., 1 Dec 2006, In: Computational Linguistics. 32, 4, p. 471-484 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Evaluation 100%
  • Representation 33%
  • Generation 33%
  • Application 33%
  • Correlation 33%

• Aggregation via Set Partitioning for Natural Language Generation

  Barzilay, R. & Lapata, M., 2006, Proceedings of the Main Conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics. Stroudsburg, PA, USA: Association for Computational Linguistics, p. 359-366 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Natural Language Generation 100%
  • Set Partitioning 100%
  • Efficient Algorithm 50%
  • Local Information 50%

• Broad coverage paragraph segmentation across languages and domains

  Sporleder, C. & Lapata, M., 2006, In: ACM Transactions on Speech and Language Processing. 3, 2, p. 1-35 35 p.

  Research output: Contribution to journal › Article › peer-review

  • Syntactics 100%
  • Segmentation Model 100%
  • Text To Speech 100%
  • Human Performance 100%

• Constraint-Based Sentence Compression: An Integer Programming Approach

  Clarke, J. & Lapata, M., 2006, ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sydney, Australia, 17-21 July 2006. p. 144-151 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Integer Programming 100%
  • Optimization Problem 50%
  • Parallel Corpus 50%
  • Model Compression 50%

• Learning Sentence-internal Temporal Relations

  Lapata, M. & Lascarides, A., 2006, In: Journal of Artificial Intelligence Research. 27, p. 85-117 33 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Temporal Information 100%
  • Annotation 50%
  • Feature Space 50%
  • Data Requirement 50%
  • Gold Standard 50%

• Models for Sentence Compression: A Comparison across Domains, Training Requirements and Evaluation Measures

  Clarke, J. & Lapata, M., 2006, ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sydney, Australia, 17-21 July 2006. Association for Computational Linguistics, p. 377-384 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Evaluation Measure 100%
  • Training Requirement 100%
  • Compression Quality 50%
  • Compression Algorithm 50%

• Optimal Constituent Alignment with Edge Covers for Semantic Projection

  Padó, S. & Lapata, M., 2006, ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sydney, Australia, 17-21 July 2006. p. 1161-1168 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Parallel Corpus 100%
  • Annotation 50%
  • Bipartite Graph 50%
  • Globally Optimal Solution 50%
  • Experimental Result 50%
• 2005

  Automatic Evaluation of Text Coherence: Models and Representations

  Lapata, M. & Barzilay, R., 2005, IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence. Morgan Kaufmann Publishers Inc., p. 1085-1090 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Discourse Representation 100%
  • Experimental Result 100%
  • Predictive Power 100%
  • Modeling Approach 100%

• Collective Content Selection for Concept-to-Text Generation.

  Barzilay, R. & Lapata, M., 2005, Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP),. Association for Computational Linguistics, p. 331-338 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Natural Language Generation 100%
  • Learning Resource 100%
  • Modeling Framework 100%
  • Generation System 100%
  • Classification Problem 100%

• Cross-Lingual Bootstrapping of Semantic Lexicons: The Case of FrameNet

  Padó, S. & Lapata, M., 2005, Proceedings, The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference. AAAI Press, p. 1087-1092 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Semantic Analysis 100%
  • Syntactic Analysis 100%
  • Bi-lingual Dictionary 100%
  • Filter 100%
  • Multilingualism 100%

• Cross-linguistic Projection of Role-Semantic Information

  Padó, S. & Lapata, M., 2005, Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP). Association for Computational Linguistics, p. 859-866 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Lexical Information 100%
  • Syntactic Information 100%
  • Parallel Corpus 100%
  • Semantic Annotation 100%
  • Semantic Resource 100%

• Discourse Chunking and its Application to Sentence Compression

  Sporleder, C. & Lapata, M., 2005, HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 257-264 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Annotation 100%
  • Parsing 100%
  • Discourse 100%