← Authors

Mirella Lapata

202 papers · 2003–2025 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (137) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) πŸƒ Academic Marathon (22) 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (62) 🀝 Dynamic Duo (12) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (26) πŸ† Keyword Champion (10) ⚑ Prolific Year (6) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ❓ The Questioner (3) πŸ”₯ Unstoppable (23) πŸ—ƒοΈ Keyword Collector (454) πŸ’Ž Century Club (202)

Conferences

EMNLP (62) ACL (57) NAACL (25) EACL (17) IJCNLP (11) COLING (9) CONLL (8) AAAI (4) ICLR (2) IJCAI (2) NIPS (2) AACL (1) ICML (1) INTERSPEECH (1)

Top co-authors

Frank Keller (12) Ivan Titov (10) Shay B. Cohen (10) Shashi Narayan (9) Reinald Kim Amplayo (8) Li Dong (8) Yang Liu (8) Fantine Huot (7) Kristian Woodsend (7) James Clarke (6)

Research topics

Linguistics (1) Digital Humanities (1)

Keywords

semantic parsing (25) text generation (18) neural network (13) text summarization (12) extractive summarization (10) abstractive summarization (10) large language model (10) opinion summarization (10) multimodal learning (5) variational autoencoder (5) question answering (5) latent variable (5) attention mechanism (5) semantic role labeling (4) representation learning (4) unsupervised learning (4) compositional generalization (4) weakly supervised learning (4) zero-shot learning (4) paraphrase generation (4)

Papers

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
Agents' Room: Narrative Generation through Multi-step Collaboration ICLR 2025
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025
Debating for Better Reasoning in Vision-Language Models EMNLP 2025
Compositional Generalisation for Explainable Hate Speech Detection EMNLP 2025
Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025
PixT3: Pixel-based Table-To-Text Generation ACL 2024
πœ‡PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge EACL 2024
Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024
A Modular Approach for Multimodal Summarization of TV Shows ACL 2024
Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning EACL 2024
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster ACL 2024
Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models COLING 2024
Learning to Plan and Generate Text with Citations 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
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study NAACL 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 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
Zero-Shot Crosslingual Sentence Simplification EMNLP 2020
Screenplay Summarization Using Latent Narrative Structure ACL 2020
Unsupervised Opinion Summarization as Copycat-Review Generation ACL 2020
Unsupervised Opinion Summarization with Noising and Denoising ACL 2020
Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ACL 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
Coarse-to-Fine Query Focused Multi-Document Summarization EMNLP 2020
Alignment-free Cross-lingual Semantic Role Labeling EMNLP 2020
Multi-Step Inference for Reasoning Over Paragraphs EMNLP 2020
Few-Shot Learning for Opinion Summarization EMNLP 2020
Generating Summaries with Topic Templates and Structured Convolutional Decoders ACL 2019
Data-to-text Generation with Entity Modeling ACL 2019
Hierarchical Transformers for Multi-Document Summarization 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
Text Generation from Knowledge Graphs with Graph Transformers NAACL 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
Single Document Summarization as Tree Induction NAACL 2019
Semi-Supervised Semantic Role Labeling with Cross-View Training EMNLP 2019
Movie Plot Analysis via Turning Point Identification EMNLP 2019
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
University of Edinburgh’s submission to the Document-level Generation and Translation Shared Task EMNLP 2019
Discourse Representation Structure Parsing ACL 2018
Neural Latent Extractive Document Summarization EMNLP 2018
Structured Alignment Networks for Matching Sentences EMNLP 2018
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised 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
Bootstrapping Generators from Noisy Data NAACL 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing ACL 2018
Confidence Modeling for Neural Semantic Parsing ACL 2018
Document Modeling with External Attention for Sentence Extraction ACL 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
Weakly-Supervised Neural Semantic Parsing with a Generative Ranker CONLL 2018
Paraphrasing Revisited with Neural Machine Translation EACL 2017
A Generative Parser with a Discriminative Recognition Algorithm ACL 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers EACL 2017
Universal Semantic Parsing EMNLP 2017
Sentence Simplification with Deep Reinforcement Learning EMNLP 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
Learning Structured Natural Language Representations for Semantic Parsing ACL 2017
Text Rewriting Improves Semantic Role Labeling (Extended Abstract) IJCAI 2017
Dependency Parsing as Head Selection EACL 2017
Learning to Generate Product Reviews from Attributes EACL 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers EACL 2017
Top-down Tree Long Short-Term Memory Networks NAACL 2016
Neural Semantic Role Labeling with Dependency Path Embeddings ACL 2016
Neural Summarization by Extracting Sentences and Words ACL 2016
Long Short-Term Memory-Networks for Machine Reading EMNLP 2016
Language to Logical Form with Neural Attention ACL 2016
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings NAACL 2016
Learning to Interpret and Describe Abstract Scenes NAACL 2015
Movie Script Summarization as Graph-based Scene Extraction NAACL 2015
Distributed Representations for Unsupervised Semantic Role Labeling EMNLP 2015
A Bayesian Model for Joint Learning of Categories and their Features 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
Inducing Document Plans for Concept-to-Text Generation EMNLP 2013
Unsupervised Relation Extraction with General Domain Knowledge EMNLP 2013
i, Poet: Automatic Chinese Poetry Composition through a Generative Summarization Framework under Constrained Optimization IJCAI 2013
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
A Quantum-Theoretic Approach to Distributional Semantics NAACL 2013
Tweet Recommendation with Graph Co-Ranking ACL 2012
Multiple Aspect Summarization Using Integer Linear Programming CONLL 2012
A Comparison of Vector-based Representations for Semantic Composition CONLL 2012
Grounded Models of Semantic Representation CONLL 2012
Concept-to-text Generation via Discriminative Reranking ACL 2012
Multiple Aspect Summarization Using Integer Linear Programming EMNLP 2012
A Comparison of Vector-based Representations for Semantic Composition EMNLP 2012
Grounded Models of Semantic Representation EMNLP 2012
Taxonomy Induction Using Hierarchical Random Graphs NAACL 2012
Unsupervised Concept-to-text Generation with Hypergraphs NAACL 2012
Unsupervised Semantic Role Induction via Split-Merge Clustering ACL 2011
Unsupervised Semantic Role Induction with Graph Partitioning EMNLP 2011
Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming EMNLP 2011
Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure ACL 2010
Measuring Distributional Similarity in Context EMNLP 2010
Title Generation with Quasi-Synchronous Grammar EMNLP 2010
Topic Models for Image Annotation and Text Illustration NAACL 2010
Plot Induction and Evolutionary Search for Story Generation ACL 2010
Automatic Generation of Story Highlights ACL 2010
Topic Models for Meaning Similarity in Context COLING 2010
Proceedings of the Fourteenth Conference on Computational Natural Language Learning CONLL 2010
Unsupervised Induction of Semantic Roles NAACL 2010
How Many Words Is a Picture Worth? Automatic Caption Generation for News Images ACL 2010
Visual Information in Semantic Representation NAACL 2010
Learning to Tell Tales: A Data-driven Approach to Story Generation IJCNLP 2009
Learning to Tell Tales: A Data-driven Approach to Story Generation ACL 2009
Language Models Based on Semantic Composition EMNLP 2009
Graph Alignment for Semi-Supervised Semantic Role Labeling EMNLP 2009
Bayesian Word Sense Induction EACL 2009
Semi-Supervised Semantic Role Labeling EACL 2009
Automatic Image Annotation Using Auxiliary Text Information ACL 2008
Vector-based Models of Semantic Composition ACL 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing EMNLP 2008
Sentence Compression Beyond Word Deletion COLING 2008
ParaMetric: An Automatic Evaluation Metric for Paraphrasing COLING 2008
Good Neighbors Make Good Senses: Exploiting Distributional Similarity for Unsupervised WSD COLING 2008
Large Margin Synchronous Generation and its Application to Sentence Compression EMNLP 2007
Using Semantic Roles to Improve Question Answering CONLL 2007
Modelling Compression with Discourse Constraints CONLL 2007
Modelling Compression with Discourse Constraints EMNLP 2007
Large Margin Synchronous Generation and its Application to Sentence Compression CONLL 2007
Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora ACL 2007
An Information Retrieval Approach to Sense Ranking NAACL 2007
Using Semantic Roles to Improve Question Answering EMNLP 2007
Optimal Constituent Alignment with Edge Covers for Semantic Projection ACL 2006
Constraint-Based Sentence Compression: An Integer Programming Approach ACL 2006
Aggregation via Set Partitioning for Natural Language Generation NAACL 2006
Models for Sentence Compression: A Comparison across Domains, Training Requirements and Evaluation Measures COLING 2006
Ensemble Methods for Unsupervised WSD COLING 2006
Ensemble Methods for Unsupervised WSD ACL 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
Optimal Constituent Alignment with Edge Covers for Semantic Projection COLING 2006
Modeling Local Coherence: An Entity-Based Approach ACL 2005
Collective Content Selection for Concept-to-Text Generation EMNLP 2005
Discourse Chunking and its Application to Sentence Compression EMNLP 2005
Cross-linguistic Projection of Role-Semantic Information EMNLP 2005
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
Inferring Sentence-internal Temporal Relations NAACL 2004
Evaluating and Combining Approaches to Selectional Preference Acquisition EACL 2003
Detecting Novel Compounds: The Role of Distributional Evidence EACL 2003
Probabilistic Text Structuring: Experiments with Sentence Ordering ACL 2003
Constructing Semantic Space Models from Parsed Corpora ACL 2003