Mirella Lapata
- Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional\n Neural Networks for Extreme Summarization
2018/08/27 by Shashi Narayan, Shay B. Cohen, Narayan, Shashi +3 · 94 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Learning to Reason for Long-Form Story Generation
2025/03/28 by Alexander Gurung, Gurung, Alexander, Mirella Lapata +1 · 6 voices · 6 citations
Computer Science · #Artificial Intelligence in Games #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
- Rethinking Memory in LLM based Agents: Representations, Operations, and Emerging Topics
2025/05/01 by Yiming Du, Wenyu Huang, Du, Yiming +13 · 6 voices · 9 citations
#cs.CL
- Language to Logical Form with Neural Attention
2016/01/06 by Li Dong, Dong, Li, Mirella Lapata +1 · 25 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Modeling Local Coherence: An Entity-Based Approach
2008/03/01 by Regina Barzilay, Mirella Lapata · 10 citations
- Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback
2023/05/17 by Yao Fu, Hao Peng, Fu, Yao +5 · 20 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Text Summarization with Pretrained Encoders
2019/08/22 by Yang Liu, Liu, Yang, Mirella Lapata +1 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Sentence Simplification with Deep Reinforcement Learning
2017/03/31 by Xingxing Zhang, Mirella Lapata, Zhang, Xingxing +1 · 9 citations
Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
- Neural Summarization by Extracting Sentences and Words
2016/03/23 by Jianpeng Cheng, Mirella Lapata, Cheng, Jianpeng +1 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and\n They Are Both Weakly Supervised
2018/08/27 by Stefanos Angelidis, Mirella Lapata, Angelidis, Stefanos +1 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Topic Modeling
- Coarse-to-Fine Decoding for Neural Semantic Parsing
2018/05/12 by Li Dong, Mirella Lapata, Dong, Li +1 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Conditional Generation with a Question-Answering Blueprint
2022/07/01 by Shashi Narayan, Joshua Maynez, Narayan, Shashi +15 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
2024/06/27 by Irina Saparina, Saparina, Irina, Mirella Lapata +1 · 9 citations
Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Learning Opinion Summarizers by Selecting Informative Reviews
2021/09/09 by Arthur Bražinskas, Mirella Lapata, Bražinskas, Arthur +3 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Topic Modeling
- Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical Reasoning
2024/02/19 by Danna Zheng, Mirella Lapata, Zheng, Danna +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
- Learning to Plan and Generate Text with Citations
2024/04/04 by Constanza Fierro, Fierro, Constanza, Reinald Kim Amplayo +11 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Intelligent Tutoring Systems and Adaptive Learning
- A Modular Approach for Multimodal Summarization of TV Shows
2024/03/06 by Louis Mahon, Mirella Lapata, Mahon, Louis +1 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques
- A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
2022/03/28 by Shashi Narayan, Gonçalo Simões, Narayan, Shashi +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Don't lie to your friends: Learning what you know from collaborative self-play
2025/03/18 by Jacob Eisenstein, Eisenstein, Jacob, Reza Aghajani +13 · 2 voices · 4 citations
#cs.LG #cs.CL
- Universal Semantic Parsing
2017/02/10 by Siva Reddy, Oscar Täckström, Reddy, Siva +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Noisy Self-Knowledge Distillation for Text Summarization
2020/09/15 by Yang Liu, Liu, Yang, Sheng Shen +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Learning Structured Natural Language Representations for Semantic Parsing
2017/04/27 by Jianpeng Cheng, Cheng, Jianpeng, Siva Reddy +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency
2024/07/18 by Danna Zheng, Mirella Lapata, Zheng, Danna +3 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Meta-Learning a Cross-lingual Manifold for Semantic Parsing
2022/09/26 by Tom Sherborne, Mirella Lapata, Sherborne, Tom +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Conversational Semantic Parsing using Dynamic Context Graphs
2023/05/04 by Parag Jain, Mirella Lapata, Jain, Parag +1 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Context-Aware Hierarchical Merging for Long Document Summarization
2025/02/03 by Litu Ou, Mirella Lapata, Ou, Litu +1 · 1 citation
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Parameter-free Video Segmentation for Vision and Language Understanding
2025/03/03 by Louis Mahon, Mahon, Louis, Mirella Lapata +1 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization #Video Surveillance and Tracking Methods
- Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation
2025/05/16 by Wenyu Huang, Pavlos Vougiouklis, Huang, Wenyu +5 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Information Retrieval and Search Behavior
- MT-PingEval: Evaluating Multi-Turn Collaboration with Private Information Games
2026/02/27 by Jacob Eisenstein, Fantine Huot, Adam Fisch +2 · 2 voices
#cs.CL #cs.LG