2025
Dolomites: Domain-Specific Long-Form Methodical Tasks.
Trans. Assoc. Comput. Linguistics, 2025
2024
Finding the Right Moment: Human-Assisted Trailer Creation via Task Composition.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization.
Trans. Assoc. Comput. Linguistics, 2024
Evaluating LLMs for Targeted Concept Simplification forDomain-Specific Texts.
CoRR, 2024
ScreenWriter: Automatic Screenplay Generation and Movie Summarisation.
CoRR, 2024
Agents' Room: Narrative Generation through Multi-step Collaboration.
CoRR, 2024
Generating Visual Stories with Grounded and Coreferent Characters.
CoRR, 2024
Large Language Models as Reliable Knowledge Bases?
CoRR, 2024
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering.
CoRR, 2024
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts.
CoRR, 2024
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness.
CoRR, 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
BookWorm: A Dataset for Character Description and Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
CHIRON: Rich Character Representations in Long-Form Narratives.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Visual Storytelling with Question-Answer Plans.
Proceedings of Text2Story, 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
A Modular Approach for Multimodal Summarization of TV Shows.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Learning to Plan and Generate Text with Citations.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024
PixT3: Pixel-based Table-To-Text Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Meta-Learning a Cross-lingual Manifold for Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2023
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2023
Conditional Generation with a Question-Answering Blueprint.
Trans. Assoc. Comput. Linguistics, 2023
QAmeleon: Multilingual QA with Only 5 Examples.
Trans. Assoc. Comput. Linguistics, 2023
SimLM: Can Language Models Infer Parameters of Physical Systems?
CoRR, 2023
Parameter-Efficient Multilingual Summarisation: An Empirical Study.
CoRR, 2023
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback.
CoRR, 2023
Retrieval Augmented Generation with Rich Answer Encoding.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023
Text Summarization with Oracle Expectation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Compositional Generalization for Data-to-Text Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Visual Storytelling with Question-Answer Plans.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Conversational Semantic Parsing using Dynamic Context Graphs.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Semantic Parsing for Conversational Question Answering over Knowledge Graphs.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Hierarchical3D Adapters for Long Video-to-text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Attributable and Scalable Opinion Summarization.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Multilingual Summarization with Factual Consistency Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Document Summarization with Latent Queries.
Trans. Assoc. Comput. Linguistics, 2022
Data-to-text Generation with Variational Sequential Planning.
Trans. Assoc. Comput. Linguistics, 2022
Explainable Abuse Detection as Intent Classification and Slot Filling.
Trans. Assoc. Comput. Linguistics, 2022
mFACE: Multilingual Summarization with Factual Consistency Evaluation.
CoRR, 2022
Conditional Generation with a Question-Answering Blueprint.
CoRR, 2022
Latent Topology Induction for Understanding Contextualized Representations.
CoRR, 2022
Scaling Structured Inference with Randomization.
Proceedings of the International Conference on Machine Learning, 2022
Disentangled Sequence to Sequence Learning for Compositional Generalization.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Zero-Shot Cross-lingual Semantic Parsing.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Hierarchical Sketch Induction for Paraphrase Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Data-to-text Generation with Macro Planning.
Trans. Assoc. Comput. Linguistics, 2021
Memory-Based Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2021
Extractive Opinion Summarization in Quantized Transformer Spaces.
Trans. Assoc. Comput. Linguistics, 2021
Multi-Document Summarization with Determinantal Point Process Attention.
J. Artif. Intell. Res., 2021
Scaling Structured Inference with Randomization.
CoRR, 2021
Film Trailer Generation via Task Decomposition.
CoRR, 2021
Text Summarization with Latent Queries.
CoRR, 2021
Universal Discourse Representation Structure Parsing.
Comput. Linguistics, 2021
Structured Reordering for Modeling Latent Alignments in Sequence Transduction.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Learning from Executions for Semantic Parsing.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Meta-Learning for Domain Generalization in Semantic Parsing.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Noisy Self-Knowledge Distillation for Text Summarization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Text Generation from Discourse Representation Structures.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Compositional Generalization via Semantic Tagging.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Models and Datasets for Cross-Lingual Summarisation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Learning Opinion Summarizers by Selecting Informative Reviews.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Aspect-Controllable Opinion Summarization.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Informative and Controllable Opinion Summarization.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Categorization in the Wild: Category and Feature Learning across Languages.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021
Generating Query Focused Summaries from Query-Free Resources.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Factorising Meaning and Form for Intent-Preserving Paraphrasing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Exploring Explainable Selection to Control Abstractive Summarization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Movie Summarization via Sparse Graph Construction.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Unsupervised Opinion Summarization with Content Planning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Abstractive Query Focused Summarization with Query-Free Resources.
CoRR, 2020
Few-Shot Learning for Abstractive Multi-Document Opinion Summarization.
CoRR, 2020
Exploring Explainable Selection to Control Abstractive Generation.
CoRR, 2020
Query Focused Multi-Document Summarization with Distant Supervision.
CoRR, 2020
Coarse-to-Fine Query Focused Multi-Document Summarization.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Bootstrapping a Crosslingual Semantic Parser.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Zero-Shot Crosslingual Sentence Simplification.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Multi-Step Inference for Reasoning Over Paragraphs.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Multi-view Story Characterization from Movie Plot Synopses and Reviews.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Alignment-free Cross-lingual Semantic Role Labeling.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Few-Shot Learning for Opinion Summarization.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Experience Grounds Language.
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Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Screenplay Summarization Using Latent Narrative Structure.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Unsupervised Opinion Summarization as Copycat-Review Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Unsupervised Opinion Summarization with Noising and Denoising.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Weakly Supervised Domain Detection.
Trans. Assoc. Comput. Linguistics, 2019
Syntax-aware Semantic Role Labeling without Parsing.
Trans. Assoc. Comput. Linguistics, 2019
Disambiguating Visual Verbs.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks.
J. Artif. Intell. Res., 2019
Word n-gram attention models for sentence similarity and inference.
Expert Syst. Appl., 2019
Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation.
CoRR, 2019
Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints.
CoRR, 2019
Categorization in the Wild: Generalizing Cognitive Models to Naturalistic Data across Languages.
CoRR, 2019
Learning an Executable Neural Semantic Parser.
Comput. Linguistics, 2019
Single Document Summarization as Tree Induction.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Text Generation from Knowledge Graphs with Graph Transformers.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Learning Natural Language Interfaces with Neural Models.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
University of Edinburgh's submission to the Document-level Generation and Translation Shared Task.
Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019
Partners in Crime: Multi-view Sequential Inference for Movie Understanding.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Movie Plot Analysis via Turning Point Identification.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Text Summarization with Pretrained Encoders.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Semantic graph parsing with recurrent neural network DAG grammars.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Semi-Supervised Semantic Role Labeling with Cross-View Training.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Sentence Centrality Revisited for Unsupervised Summarization.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Data-to-text Generation with Entity Modeling.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Generating Summaries with Topic Templates and Structured Convolutional Decoders.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Hierarchical Transformers for Multi-Document Summarization.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Discourse Representation Parsing for Sentences and Documents.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Data-to-Text Generation with Content Selection and Planning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Learning Structured Text Representations.
Trans. Assoc. Comput. Linguistics, 2018
Whodunnit? Crime Drama as a Case for Natural Language Understanding.
Trans. Assoc. Comput. Linguistics, 2018
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis.
Trans. Assoc. Comput. Linguistics, 2018
Understanding visual scenes.
Nat. Lang. Eng., 2018
Building a Neural Semantic Parser from a Domain Ontology.
CoRR, 2018
Bootstrapping Generators from Noisy Data.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
What's This Movie About? A Joint Neural Network Architecture for Movie Content Analysis.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Neural Latent Extractive Document Summarization.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Sentence Compression for Arbitrary Languages via Multilingual Pivoting.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Structured Alignment Networks for Matching Sentences.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Weakly-Supervised Neural Semantic Parsing with a Generative Ranker.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018
Document Modeling with External Attention for Sentence Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Confidence Modeling for Neural Semantic Parsing.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Discourse Representation Structure Parsing.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Autofolding for Source Code Summarization.
IEEE Trans. Software Eng., 2017
Visually Grounded Meaning Representations.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Neural Extractive Summarization with Side Information.
CoRR, 2017
Text Rewriting Improves Semantic Role Labeling (Extended Abstract).
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Sentence Simplification with Deep Reinforcement Learning.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Universal Semantic Parsing.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Learning Contextually Informed Representations for Linear-Time Discourse Parsing.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Image Pivoting for Learning Multilingual Multimodal Representations.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Learning to Paraphrase for Question Answering.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Learning to Generate Product Reviews from Attributes.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Dependency Parsing as Head Selection.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Paraphrasing Revisited with Neural Machine Translation.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Learning Structured Natural Language Representations for Semantic Parsing.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
A Generative Parser with a Discriminative Recognition Algorithm.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Transforming Dependency Structures to Logical Forms for Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2016
A Bayesian Model of Diachronic Meaning Change.
Trans. Assoc. Comput. Linguistics, 2016
Incremental Bayesian Category Learning From Natural Language.
Cogn. Sci., 2016
Top-down Tree Long Short-Term Memory Networks.
Proceedings of the NAACL HLT 2016, 2016
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings.
Proceedings of the NAACL HLT 2016, 2016
TASSAL: autofolding for source code summarization.
Proceedings of the 38th International Conference on Software Engineering, 2016
Long Short-Term Memory-Networks for Machine Reading.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Neural Semantic Role Labeling with Dependency Path Embeddings.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Language to Logical Form with Neural Attention.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Neural Summarization by Extracting Sentences and Words.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Context-aware Frame-Semantic Role Labeling.
Trans. Assoc. Comput. Linguistics, 2015
Which Step Do I Take First? Troubleshooting with Bayesian Models.
Trans. Assoc. Comput. Linguistics, 2015
Tree Recurrent Neural Networks with Application to Language Modeling.
CoRR, 2015
Learning to Interpret and Describe Abstract Scenes.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Movie Script Summarization as Graph-based Scene Extraction.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
A Bayesian Model for Joint Learning of Categories and their Features.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Distributed Representations for Unsupervised Semantic Role Labeling.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
2014
Large-scale Semantic Parsing without Question-Answer Pairs.
Trans. Assoc. Comput. Linguistics, 2014
Text Rewriting Improves Semantic Role Labeling.
J. Artif. Intell. Res., 2014
Autofolding for Source Code Summarization.
CoRR, 2014
Similarity-Driven Semantic Role Induction via Graph Partitioning.
Comput. Linguistics, 2014
Chinese Poetry Generation with Recurrent Neural Networks.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Incremental Semantic Role Labeling with Tree Adjoining Grammar.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Incremental Bayesian Learning of Semantic Categories.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
Unsupervised Interpretation of Eventive Propositions.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014
Learning Grounded Meaning Representations with Autoencoders.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
An abstractive approach to sentence compression.
ACM Trans. Intell. Syst. Technol., 2013
Automatic Caption Generation for News Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
A Global Model for Concept-to-Text Generation.
J. Artif. Intell. Res., 2013
A Quantum-Theoretic Approach to Distributional Semantics.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Semantic v.s. Positions: Utilizing Balanced Proximity in Language Model Smoothing for Information Retrieval.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013
i, Poet: Automatic Chinese Poetry Composition through a Generative Summarization Framework under Constrained Optimization.
Proceedings of the IJCAI 2013, 2013
Unsupervised Relation Extraction with General Domain Knowledge.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Inducing Document Plans for Concept-to-Text Generation.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Models of Semantic Representation with Visual Attributes.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Unsupervised Relation Extraction with General Domain Knowledge.
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013
2012
Semi-Supervised Semantic Role Labeling via Structural Alignment.
Comput. Linguistics, 2012
Unsupervised Concept-to-text Generation with Hypergraphs.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Taxonomy Induction Using Hierarchical Random Graphs.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Multiple Aspect Summarization Using Integer Linear Programming.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Grounded Models of Semantic Representation.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
A Comparison of Vector-based Representations for Semantic Composition.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Visualizing timelines: evolutionary summarization via iterative reinforcement between text and image streams.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Tweet Recommendation with Graph Co-Ranking.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
Concept-to-text Generation via Discriminative Reranking.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
2011
Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Unsupervised Semantic Role Induction with Graph Partitioning.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Incremental Models of Natural Language Category Acquisition.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
Unsupervised Semantic Role Induction via Split-Merge Clustering.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
WikiSimple: Automatic Simplification of Wikipedia Articles.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
An Experimental Study of Graph Connectivity for Unsupervised Word Sense Disambiguation.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Discourse Constraints for Document Compression.
Comput. Linguistics, 2010
Composition in Distributional Models of Semantics.
Cogn. Sci., 2010
Unsupervised Induction of Semantic Roles.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Topic Models for Image Annotation and Text Illustration.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Visual Information in Semantic Representation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Title Generation with Quasi-Synchronous Grammar.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Measuring Distributional Similarity in Context.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Image and Natural Language Processing for Multimedia Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2010
Topic Models for Meaning Similarity in Context.
Proceedings of the COLING 2010, 2010
Automatic Generation of Story Highlights.
Proceedings of the ACL 2010, 2010
Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure.
Proceedings of the ACL 2010, 2010
Plot Induction and Evolutionary Search for Story Generation.
Proceedings of the ACL 2010, 2010
How Many Words Is a Picture Worth? Automatic Caption Generation for News Images.
Proceedings of the ACL 2010, 2010
2009
Cross-lingual Annotation Projection for Semantic Roles.
J. Artif. Intell. Res., 2009
Sentence Compression as Tree Transduction.
J. Artif. Intell. Res., 2009
Language Models Based on Semantic Composition.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Graph Alignment for Semi-Supervised Semantic Role Labeling.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Semi-Supervised Semantic Role Labeling.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
Bayesian Word Sense Induction.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
Learning to Tell Tales: A Data-driven Approach to Story Generation.
Proceedings of the ACL 2009, 2009
2008
Global Inference for Sentence Compression: An Integer Linear Programming Approach.
J. Artif. Intell. Res., 2008
Natural Language Processing and the Web.
IEEE Intell. Syst., 2008
Constructing Corpora for the Development and Evaluation of Paraphrase Systems.
Comput. Linguistics, 2008
Modeling Local Coherence: An Entity-Based Approach.
Comput. Linguistics, 2008
Sentence Compression Beyond Word Deletion.
Proceedings of the COLING 2008, 2008
ParaMetric: An Automatic Evaluation Metric for Paraphrasing.
Proceedings of the COLING 2008, 2008
Good Neighbors Make Good Senses: Exploiting Distributional Similarity for Unsupervised WSD.
Proceedings of the COLING 2008, 2008
Vector-based Models of Semantic Composition.
Proceedings of the ACL 2008, 2008
Automatic Image Annotation Using Auxiliary Text Information.
Proceedings of the ACL 2008, 2008
2007
Dependency-Based Construction of Semantic Space Models.
Comput. Linguistics, 2007
An Information Retrieval Approach to Sense Ranking.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007
Graph Connectivity Measures for Unsupervised Word Sense Disambiguation.
Proceedings of the IJCAI 2007, 2007
Using Semantic Roles to Improve Question Answering.
Proceedings of the EMNLP-CoNLL 2007, 2007
Large Margin Synchronous Generation and its Application to Sentence Compression.
Proceedings of the EMNLP-CoNLL 2007, 2007
Modelling Compression with Discourse Constraints.
Proceedings of the EMNLP-CoNLL 2007, 2007
Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora.
Proceedings of the ACL 2007, 2007
2006
Broad coverage paragraph segmentation across languages and domains.
ACM Trans. Speech Lang. Process., 2006
Learning Sentence-internal Temporal Relations.
J. Artif. Intell. Res., 2006
Automatic Evaluation of Information Ordering: Kendall's Tau.
Comput. Linguistics, 2006
Aggregation via Set Partitioning for Natural Language Generation.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Optimal Constituent Alignment with Edge Covers for Semantic Projection.
Proceedings of the ACL 2006, 2006
Constraint-Based Sentence Compression: An Integer Programming Approach.
Proceedings of the ACL 2006, 2006
Models for Sentence Compression: A Comparison across Domains, Training Requirements and Evaluation Measures.
Proceedings of the ACL 2006, 2006
Ensemble Methods for Unsupervised WSD.
Proceedings of the ACL 2006, 2006
2005
Web-based models for natural language processing.
ACM Trans. Speech Lang. Process., 2005
A comparison of parsing technologies for the biomedical domain.
Nat. Lang. Eng., 2005
Discourse Chunking and its Application to Sentence Compression.
Proceedings of the HLT/EMNLP 2005, 2005
Cross-linguistic Projection of Role-Semantic Information.
Proceedings of the HLT/EMNLP 2005, 2005
Collective Content Selection for Concept-to-Text Generation.
Proceedings of the HLT/EMNLP 2005, 2005
Automatic Evaluation of Text Coherence: Models and Representations.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Cross-Lingual Bootstrapping of Semantic Lexicons: The Case of FrameNet.
Proceedings of the Proceedings, 2005
2004
Verb Class Disambiguation Using Informative Priors.
Comput. Linguistics, 2004
Inferring Sentence-internal Temporal Relations.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004
The Web as a Baseline: Evaluating the Performance of Unsupervised Web-based Models for a Range of NLP Tasks.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004
Automatic Paragraph Identification: A Study across Languages and Domains.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004
2003
A Probabilistic Account of Logical Metonymy.
Comput. Linguistics, 2003
Using the Web to Obtain Frequencies for Unseen Bigrams.
Comput. Linguistics, 2003
Intra-sentential context effects on the interpretation of logical metonymy.
Cogn. Sci., 2003
Detecting Novel Compounds: The Role of Distributional Evidence.
Proceedings of the EACL 2003, 2003
Evaluating and Combining Approaches to Selectional Preference Acquisition.
Proceedings of the EACL 2003, 2003
Constructing Semantic Space Models from Parsed Corpora.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003
Probabilistic Text Structuring: Experiments with Sentence Ordering.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003
2002
XML-based NLP Tools for Analysing and Annotating Medical Language.
Proceedings of the 2nd Workshop on NLP and XML, 2002
1999
Using Subcategorization to Resolve Verb Class Ambiguity.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999