Mirella Lapata

Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning ACL 2026 Decomposed Opinion Summarization with Verified Aspect-Aware Modules ACL 2025 Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing ACL 2025 Context-Aware Hierarchical Merging for Long Document Summarization ACL 2025 Help Me Write a Story: Evaluating LLMs’ Ability to Generate Writing Feedback ACL 2025 Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation ACL 2025 What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025 Agents' Room: Narrative Generation through Multi-step Collaboration ICLR 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025 Compositional Generalisation for Explainable Hate Speech Detection EMNLP 2025 𝜇PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge EACL 2024 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024 Low-Rank Adaptation for Multilingual Summarization: An Empirical Study NAACL 2024 Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning EACL 2024 A Modular Approach for Multimodal Summarization of TV Shows ACL 2024 Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models COLING 2024 Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster ACL 2024 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024 CHIRON: Rich Character Representations in Long-Form Narratives EMNLP 2024 BookWorm: A Dataset for Character Description and Analysis EMNLP 2024 Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts EMNLP 2024 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024 Learning to Plan and Generate Text with Citations ACL 2024 PixT3: Pixel-based Table-To-Text Generation ACL 2024 Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation EACL 2023 Retrieval Augmented Generation with Rich Answer Encoding AACL 2023 Retrieval Augmented Generation with Rich Answer Encoding IJCNLP 2023 Text Summarization with Oracle Expectation ICLR 2023 Compositional Generalization for Data-to-Text Generation EMNLP 2023 Visual Storytelling with Question-Answer Plans EMNLP 2023 Conversational Semantic Parsing using Dynamic Context Graphs EMNLP 2023 Hierarchical3D Adapters for Long Video-to-text Summarization EACL 2023 Semantic Parsing for Conversational Question Answering over Knowledge Graphs EACL 2023 Multilingual Summarization with Factual Consistency Evaluation ACL 2023 Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning ACL 2023 Attributable and Scalable Opinion Summarization ACL 2023 Hierarchical Sketch Induction for Paraphrase Generation ACL 2022 Zero-Shot Cross-lingual Semantic Parsing ACL 2022 Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022 Scaling Structured Inference with Randomization ICML 2022 A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation ACL 2022 Structured Reordering for Modeling Latent Alignments in Sequence Transduction NIPS 2021 Unsupervised Opinion Summarization with Content Planning AAAI 2021 Movie Summarization via Sparse Graph Construction AAAI 2021 Exploring Explainable Selection to Control Abstractive Summarization AAAI 2021 Factorising Meaning and Form for Intent-Preserving Paraphrasing ACL 2021 Generating Query Focused Summaries from Query-Free Resources ACL 2021 Informative and Controllable Opinion Summarization EACL 2021 Aspect-Controllable Opinion Summarization EMNLP 2021 Models and Datasets for Cross-Lingual Summarisation EMNLP 2021 Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021 Compositional Generalization via Semantic Tagging EMNLP 2021 Factorising Meaning and Form for Intent-Preserving Paraphrasing IJCNLP 2021 Generating Query Focused Summaries from Query-Free Resources IJCNLP 2021 Meta-Learning for Domain Generalization in Semantic Parsing NAACL 2021 Text Generation from Discourse Representation Structures NAACL 2021 Noisy Self-Knowledge Distillation for Text Summarization NAACL 2021 Learning from Executions for Semantic Parsing NAACL 2021 Screenplay Summarization Using Latent Narrative Structure ACL 2020 Few-Shot Learning for Opinion Summarization EMNLP 2020 Unsupervised Opinion Summarization with Noising and Denoising ACL 2020 Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation ACL 2020 Zero-Shot Crosslingual Sentence Simplification EMNLP 2020 Multi-view Story Characterization from Movie Plot Synopses and Reviews EMNLP 2020 Experience Grounds Language EMNLP 2020 Bootstrapping a Crosslingual Semantic Parser EMNLP 2020 Alignment-free Cross-lingual Semantic Role Labeling EMNLP 2020 Multi-Step Inference for Reasoning Over Paragraphs EMNLP 2020 Coarse-to-Fine Query Focused Multi-Document Summarization EMNLP 2020 Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP 2019 Semantic graph parsing with recurrent neural network DAG grammars EMNLP 2019 Text Summarization with Pretrained Encoders EMNLP 2019 Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019 Data-to-text Generation with Entity Modeling ACL 2019 Hierarchical Transformers for Multi-Document Summarization ACL 2019 Generating Summaries with Topic Templates and Structured Convolutional Decoders ACL 2019 Sentence Centrality Revisited for Unsupervised Summarization ACL 2019 Discourse Representation Parsing for Sentences and Documents ACL 2019 Learning Natural Language Interfaces with Neural Models INTERSPEECH 2019 Data-to-Text Generation with Content Selection and Planning AAAI 2019 Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs IJCNLP 2019 Text Summarization with Pretrained Encoders IJCNLP 2019 Semantic graph parsing with recurrent neural network DAG grammars IJCNLP 2019 Partners in Crime: Multi-view Sequential Inference for Movie Understanding IJCNLP 2019 Movie Plot Analysis via Turning Point Identification IJCNLP 2019 Semi-Supervised Semantic Role Labeling with Cross-View Training IJCNLP 2019 Text Generation from Knowledge Graphs with Graph Transformers NAACL 2019 Single Document Summarization as Tree Induction NAACL 2019 University of Edinburgh’s submission to the Document-level Generation and Translation Shared Task EMNLP 2019 Semi-Supervised Semantic Role Labeling with Cross-View Training EMNLP 2019 Movie Plot Analysis via Turning Point Identification EMNLP 2019 Bootstrapping Generators from Noisy Data NAACL 2018 Neural Latent Extractive Document Summarization EMNLP 2018 Discourse Representation Structure Parsing ACL 2018 Structured Alignment Networks for Matching Sentences EMNLP 2018 Coarse-to-Fine Decoding for Neural Semantic Parsing ACL 2018 Document Modeling with External Attention for Sentence Extraction ACL 2018 Confidence Modeling for Neural Semantic Parsing ACL 2018 Weakly-Supervised Neural Semantic Parsing with a Generative Ranker CONLL 2018 Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised EMNLP 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Sentence Compression for Arbitrary Languages via Multilingual Pivoting EMNLP 2018 What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis NAACL 2018 Ranking Sentences for Extractive Summarization with Reinforcement Learning NAACL 2018 Dependency Parsing as Head Selection EACL 2017 Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers EACL 2017 Universal Semantic Parsing EMNLP 2017 Sentence Simplification with Deep Reinforcement Learning EMNLP 2017 Text Rewriting Improves Semantic Role Labeling (Extended Abstract) IJCAI 2017 Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers EACL 2017 Learning to Paraphrase for Question Answering EMNLP 2017 Learning Contextually Informed Representations for Linear-Time Discourse Parsing EMNLP 2017 Image Pivoting for Learning Multilingual Multimodal Representations EMNLP 2017 A Generative Parser with a Discriminative Recognition Algorithm ACL 2017 Learning Structured Natural Language Representations for Semantic Parsing ACL 2017 Paraphrasing Revisited with Neural Machine Translation EACL 2017 Learning to Generate Product Reviews from Attributes EACL 2017 Language to Logical Form with Neural Attention ACL 2016 Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings NAACL 2016 Top-down Tree Long Short-Term Memory Networks NAACL 2016 Neural Summarization by Extracting Sentences and Words ACL 2016 Neural Semantic Role Labeling with Dependency Path Embeddings ACL 2016 Long Short-Term Memory-Networks for Machine Reading EMNLP 2016 Distributed Representations for Unsupervised Semantic Role Labeling EMNLP 2015 A Bayesian Model for Joint Learning of Categories and their Features NAACL 2015 Learning to Interpret and Describe Abstract Scenes NAACL 2015 Movie Script Summarization as Graph-based Scene Extraction NAACL 2015 Learning Grounded Meaning Representations with Autoencoders ACL 2014 Chinese Poetry Generation with Recurrent Neural Networks EMNLP 2014 Incremental Semantic Role Labeling with Tree Adjoining Grammar EMNLP 2014 Incremental Bayesian Learning of Semantic Categories EACL 2014 Semantic v.s. Positions: Utilizing Balanced Proximity in Language Model Smoothing for Information Retrieval IJCNLP 2013 Models of Semantic Representation with Visual Attributes ACL 2013 Unsupervised Relation Extraction with General Domain Knowledge EMNLP 2013 Inducing Document Plans for Concept-to-Text Generation EMNLP 2013 i, Poet: Automatic Chinese Poetry Composition through a Generative Summarization Framework under Constrained Optimization IJCAI 2013 A Quantum-Theoretic Approach to Distributional Semantics NAACL 2013 Tweet Recommendation with Graph Co-Ranking ACL 2012 Taxonomy Induction Using Hierarchical Random Graphs NAACL 2012 Grounded Models of Semantic Representation CONLL 2012 Concept-to-text Generation via Discriminative Reranking ACL 2012 A Comparison of Vector-based Representations for Semantic Composition CONLL 2012 Multiple Aspect Summarization Using Integer Linear Programming CONLL 2012 Unsupervised Concept-to-text Generation with Hypergraphs NAACL 2012 A Comparison of Vector-based Representations for Semantic Composition EMNLP 2012 Grounded Models of Semantic Representation EMNLP 2012 Multiple Aspect Summarization Using Integer Linear Programming EMNLP 2012 Unsupervised Semantic Role Induction with Graph Partitioning EMNLP 2011 Unsupervised Semantic Role Induction via Split-Merge Clustering ACL 2011 Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming EMNLP 2011 Title Generation with Quasi-Synchronous Grammar EMNLP 2010 Unsupervised Induction of Semantic Roles NAACL 2010 Topic Models for Image Annotation and Text Illustration NAACL 2010 Visual Information in Semantic Representation NAACL 2010 Measuring Distributional Similarity in Context EMNLP 2010 Plot Induction and Evolutionary Search for Story Generation ACL 2010 How Many Words Is a Picture Worth? Automatic Caption Generation for News Images ACL 2010 Automatic Generation of Story Highlights ACL 2010 Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure ACL 2010 Topic Models for Meaning Similarity in Context COLING 2010 Proceedings of the Fourteenth Conference on Computational Natural Language Learning CONLL 2010 Language Models Based on Semantic Composition EMNLP 2009 Learning to Tell Tales: A Data-driven Approach to Story Generation IJCNLP 2009 Bayesian Word Sense Induction EACL 2009 Learning to Tell Tales: A Data-driven Approach to Story Generation ACL 2009 Graph Alignment for Semi-Supervised Semantic Role Labeling EMNLP 2009 Semi-Supervised Semantic Role Labeling EACL 2009 Sentence Compression Beyond Word Deletion COLING 2008 Good Neighbors Make Good Senses: Exploiting Distributional Similarity for Unsupervised WSD COLING 2008 Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing EMNLP 2008 ParaMetric: An Automatic Evaluation Metric for Paraphrasing COLING 2008 Vector-based Models of Semantic Composition ACL 2008 Automatic Image Annotation Using Auxiliary Text Information ACL 2008 Modelling Compression with Discourse Constraints CONLL 2007 Large Margin Synchronous Generation and its Application to Sentence Compression EMNLP 2007 Using Semantic Roles to Improve Question Answering EMNLP 2007 Modelling Compression with Discourse Constraints EMNLP 2007 Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora ACL 2007 An Information Retrieval Approach to Sense Ranking NAACL 2007 Large Margin Synchronous Generation and its Application to Sentence Compression CONLL 2007 Using Semantic Roles to Improve Question Answering CONLL 2007 Models for Sentence Compression: A Comparison across Domains, Training Requirements and Evaluation Measures COLING 2006 Ensemble Methods for Unsupervised WSD ACL 2006 Optimal Constituent Alignment with Edge Covers for Semantic Projection COLING 2006 Ensemble Methods for Unsupervised WSD COLING 2006 Constraint-Based Sentence Compression: An Integer Programming Approach COLING 2006 Models for Sentence Compression: A Comparison across Domains, Training Requirements and Evaluation Measures ACL 2006 Aggregation via Set Partitioning for Natural Language Generation NAACL 2006 Optimal Constituent Alignment with Edge Covers for Semantic Projection ACL 2006 Constraint-Based Sentence Compression: An Integer Programming Approach ACL 2006 Cross-linguistic Projection of Role-Semantic Information EMNLP 2005 Modeling Local Coherence: An Entity-Based Approach ACL 2005 Discourse Chunking and its Application to Sentence Compression EMNLP 2005 Collective Content Selection for Concept-to-Text Generation EMNLP 2005 Inferring Sentence-internal Temporal Relations NAACL 2004 Automatic Paragraph Identification: A Study across Languages and Domains EMNLP 2004 The Web as a Baseline: Evaluating the Performance of Unsupervised Web-based Models for a Range of NLP Tasks NAACL 2004 Evaluating and Combining Approaches to Selectional Preference Acquisition EACL 2003 Probabilistic Text Structuring: Experiments with Sentence Ordering ACL 2003 Detecting Novel Compounds: The Role of Distributional Evidence EACL 2003 Constructing Semantic Space Models from Parsed Corpora ACL 2003