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09/01/2023
Iterative Multi-granular Image Editing using Diffusion Models
Recent advances in text-guided image synthesis has dramatically changed ...
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08/31/2023
Learning with Multi-modal Gradient Attention for Explainable Composed Image Retrieval
We consider the problem of composed image retrieval that takes an input ...
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07/03/2023
Contextual Prompt Learning for Vision-Language Understanding
Recent advances in multimodal learning has resulted in powerful vision-l...
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06/26/2023
Learning with Difference Attention for Visually Grounded Self-supervised Representations
Recent works in self-supervised learning have shown impressive results o...
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06/26/2023
A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis
While recent developments in text-to-image generative models have led to...
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12/19/2022
What to Read in a Contract? Party-Specific Summarization of Important Obligations, Entitlements, and Prohibitions in Legal Documents
Legal contracts, such as employment or lease agreements, are important d...
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11/23/2022
Agent-Specific Deontic Modality Detection in Legal Language
Legal documents are typically long and written in legalese, which makes ...
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03/20/2022
Entailment Relation Aware Paraphrase Generation
We introduce a new task of entailment relation aware paraphrase generati...
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10/26/2021
CLAUSEREC: A Clause Recommendation Framework for AI-aided Contract Authoring
Contracts are a common type of legal document that frequent in several d...
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04/14/2021
IGA : An Intent-Guided Authoring Assistant
While large-scale pretrained language models have significantly improved...
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01/28/2021
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting
Author stylized rewriting is the task of rewriting an input text in a pa...
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10/22/2020
Multi-dimensional Style Transfer for Partially Annotated Data using Language Models as Discriminators
Style transfer has been widely explored in natural language generation w...
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10/22/2020
Incorporating Stylistic Lexical Preferences in Generative Language Models
While recent advances in language modeling have resulted in powerful gen...
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05/11/2020
Reinforced Rewards Framework for Text Style Transfer
Style transfer deals with the algorithms to transfer the stylistic prope...
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04/29/2020
Towards Transparent and Explainable Attention Models
Recent studies on interpretability of attention distributions have led t...
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12/18/2019
Generating summaries tailored to target characteristics
Recently, research efforts have gained pace to cater to varied user pref...
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09/22/2019
Adapting Language Models for Non-Parallel Author-Stylized Rewriting
Given the recent progress in language modeling using Transformer-based n...
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09/18/2019
A Lexical, Syntactic, and Semantic Perspective for Understanding Style in Text
With a growing interest in modeling inherent subjectivity in natural lan...
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08/31/2019
Let's Ask Again: Refine Network for Automatic Question Generation
In this work, we focus on the task of Automatic Question Generation (AQG...
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01/20/2019