Mirella Lapata

research

∙ 07/09/2023

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

Cross-lingual semantic parsing transfers parsing capability from a high-...

0 Tom Sherborne, et al. ∙

research

∙ 05/23/2023

μPLAN: Summarizing using a Content Plan as Cross-Lingual Bridge

Cross-lingual summarization consists of generating a summary in one lang...

0 Fantine Huot, et al. ∙

research

∙ 05/19/2023

Attributable and Scalable Opinion Summarization

We propose a method for unsupervised opinion summarization that encodes ...

0 Tom Hosking, et al. ∙

research

∙ 05/17/2023

Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback

We study whether multiple large language models (LLMs) can autonomously ...

0 Yao Fu, et al. ∙

research

∙ 05/04/2023

Conversational Semantic Parsing using Dynamic Context Graphs

In this paper we consider the task of conversational semantic parsing ov...

0 Parag Jain, et al. ∙

research

∙ 04/28/2023

Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation

While conditional generation models can now generate natural language we...

0 Fantine Huot, et al. ∙

research

∙ 01/28/2023

Semantic Parsing for Conversational Question Answering over Knowledge Graphs

In this paper, we are interested in developing semantic parsers which un...

6 Laura Perez-Beltrachini, et al. ∙

research

∙ 12/20/2022

mFACE: Multilingual Summarization with Factual Consistency Evaluation

Abstractive summarization has enjoyed renewed interest in recent years, ...

0 Roee Aharoni, et al. ∙

research

∙ 12/20/2022

Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models

We consider the problem of automatically generating stories in multiple ...

0 Evgeniia Razumovskaia, et al. ∙

research

∙ 12/12/2022

Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning

Compositional generalization is a basic mechanism in human language lear...

0 Hao Zheng, et al. ∙

research

∙ 11/15/2022

QAmeleon: Multilingual QA with Only 5 Examples

The availability of large, high-quality datasets has been one of the mai...

0 Priyanka Agrawal, et al. ∙

research

∙ 10/10/2022

Hierarchical3D Adapters for Long Video-to-text Summarization

In this paper, we focus on video-to-text summarization and investigate h...

0 Pinelopi Papalampidi, et al. ∙

research

∙ 10/06/2022

Explainable Abuse Detection as Intent Classification and Slot Filling

To proactively offer social media users a safe online experience, there ...

13 Agostina Calabrese, et al. ∙

research

∙ 09/26/2022

Text Summarization with Oracle Expectation

Extractive summarization produces summaries by identifying and concatena...

1 Yumo Xu, et al. ∙

research

∙ 09/26/2022

Meta-Learning a Cross-lingual Manifold for Semantic Parsing

Localizing a semantic parser to support new languages requires effective...

0 Tom Sherborne, et al. ∙

research

∙ 07/01/2022

Conditional Generation with a Question-Answering Blueprint

The ability to convey relevant and faithful information is critical for ...

0 Shashi Narayan, et al. ∙

research

∙ 06/03/2022

Latent Topology Induction for Understanding Contextualized Representations

In this work, we study the representation space of contextualized embedd...

0 Yao Fu, et al. ∙

research

∙ 03/28/2022

A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation

We propose Composition Sampling, a simple but effective method to genera...

0 Shashi Narayan, et al. ∙

research

∙ 03/07/2022

Hierarchical Sketch Induction for Paraphrase Generation

We propose a generative model of paraphrase generation, that encourages ...

0 Tom Hosking, et al. ∙

research

∙ 02/28/2022

Data-to-text Generation with Variational Sequential Planning

We consider the task of data-to-text generation, which aims to create te...

0 Ratish Puduppully, et al. ∙

research

∙ 02/19/2022

Models and Datasets for Cross-Lingual Summarisation

We present a cross-lingual summarisation corpus with long documents in a...

0 Laura Perez-Beltrachini, et al. ∙

research

∙ 12/07/2021

Scaling Structured Inference with Randomization

Deep discrete structured models have seen considerable progress recently...

0 Yao Fu, et al. ∙

research

∙ 11/16/2021

Film Trailer Generation via Task Decomposition

Movie trailers perform multiple functions: they introduce viewers to the...

0 Pinelopi Papalampidi, et al. ∙

research

∙ 10/09/2021

Disentangled Sequence to Sequence Learning for Compositional Generalization

There is mounting evidence that existing neural network models, in parti...

0 Hao Zheng, et al. ∙

research

∙ 09/09/2021

Learning Opinion Summarizers by Selecting Informative Reviews

Opinion summarization has been traditionally approached with unsupervise...

15 Arthur Bražinskas, et al. ∙

research

∙ 09/07/2021

Aspect-Controllable Opinion Summarization

Recent work on opinion summarization produces general summaries based on...

0 Reinald Kim Amplayo, et al. ∙

research

∙ 06/06/2021

Structured Reordering for Modeling Latent Alignments in Sequence Transduction

Despite success in many domains, neural models struggle in settings wher...

2 Bailin Wang, et al. ∙

research

∙ 05/31/2021

Text Summarization with Latent Queries

The availability of large-scale datasets has driven the development of n...

7 Yumo Xu, et al. ∙

research

∙ 05/31/2021

Factorising Meaning and Form for Intent-Preserving Paraphrasing

We propose a method for generating paraphrases of English questions that...

0 Tom Hosking, et al. ∙

research

∙ 04/15/2021

Zero-Shot Cross-lingual Semantic Parsing

Recent work in crosslingual semantic parsing has successfully applied ma...

0 Tom Sherborne, et al. ∙

research

∙ 04/12/2021

Learning from Executions for Semantic Parsing

Semantic parsing aims at translating natural language (NL) utterances on...

15 Bailin Wang, et al. ∙

research

∙ 02/04/2021

Data-to-text Generation with Macro Planning

Recent approaches to data-to-text generation have adopted the very succe...

0 Ratish Puduppully, et al. ∙

research

∙ 12/29/2020

Abstractive Query Focused Summarization with Query-Free Resources

The availability of large-scale datasets has driven the development of n...

14 Yumo Xu, et al. ∙

research

∙ 12/14/2020

Unsupervised Opinion Summarization with Content Planning

The recent success of deep learning techniques for abstractive summariza...

0 Reinald Kim Amplayo, et al. ∙

research

∙ 12/14/2020

Movie Summarization via Sparse Graph Construction

We summarize full-length movies by creating shorter videos containing th...

0 Pinelopi Papalampidi, et al. ∙

research

∙ 12/08/2020

Extractive Opinion Summarization in Quantized Transformer Spaces

We present the Quantized Transformer (QT), an unsupervised system for ex...

0 Stefanos Angelidis, et al. ∙

research

∙ 10/22/2020

Meta-Learning for Domain Generalization in Semantic Parsing

The importance of building semantic parsers which can be applied to new ...

2 Bailin Wang, et al. ∙

research

∙ 10/22/2020

Compositional Generalization via Semantic Tagging

Although neural sequence-to-sequence models have been successfully appli...

0 Hao Zheng, et al. ∙

research

∙ 09/15/2020

Noisy Self-Knowledge Distillation for Text Summarization

In this paper we apply self-knowledge distillation to text summarization...

0 Yang Liu, et al. ∙

research

∙ 04/30/2020

Few-Shot Learning for Abstractive Multi-Document Opinion Summarization

Opinion summarization is an automatic creation of text reflecting subjec...

7 Arthur Bražinskas, et al. ∙

research

∙ 04/27/2020

Screenplay Summarization Using Latent Narrative Structure

Most general-purpose extractive summarization models are trained on news...

0 Pinelopi Papalampidi, et al. ∙

research

∙ 04/24/2020

Exploring Explainable Selection to Control Abstractive Generation

It is a big challenge to model long-range input for document summarizati...

0 Wang Haonan, et al. ∙

research

∙ 04/21/2020

Experience Grounds Language

Successful linguistic communication relies on a shared experience of the...

1 Yonatan Bisk, et al. ∙

research

∙ 04/21/2020

Unsupervised Opinion Summarization with Noising and Denoising

The supervised training of high-capacity models on large datasets contai...

0 Reinald Kim Amplayo, et al. ∙

research

∙ 04/06/2020

Query Focused Multi-Document Summarization with Distant Supervision

We consider the problem of better modeling query-cluster interactions to...

0 Yumo Xu, et al. ∙

research

∙ 04/06/2020

Bootstrapping a Crosslingual Semantic Parser

Datasets for semantic parsing scarcely consider languages other than Eng...

0 Tom Sherborne, et al. ∙

research

∙ 11/06/2019

Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation

Summarization of opinions is the process of automatically creating text ...

14 Arthur Bražinskas, et al. ∙

research

∙ 10/10/2019

Controllable Sentence Simplification: Employing Syntactic and Lexical Constraints

Sentence simplification aims to make sentences easier to read and unders...

0 Jonathan Mallinson, et al. ∙

research

∙ 09/30/2019

Semantic Graph Parsing with Recurrent Neural Network DAG Grammars

Semantic parses are directed acyclic graphs (DAGs), so semantic parsing ...

0 Federico Fancellu, et al. ∙

research

∙ 09/09/2019

Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs

Semantic parsing aims to map natural language utterances onto machine in...

0 Bailin Wang, et al. ∙

Mirella Lapata

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