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05/23/2023
USB: A Unified Summarization Benchmark Across Tasks and Domains
An abundance of datasets exist for training and evaluating models on the...
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03/30/2023
Self-Refine: Iterative Refinement with Self-Feedback
Like people, LLMs do not always generate the best text for a given gener...
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01/27/2023
Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation
Language models have steadily increased in size over the past few years....
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05/25/2022
Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Instruction tuning is an emergent paradigm in NLP wherein natural langua...
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05/19/2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
Target-guided response generation enables dialogue systems to smoothly t...
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10/15/2021
DialFact: A Benchmark for Fact-Checking in Dialogue
Fact-checking is an essential tool to mitigate the spread of misinformat...
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06/10/2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation
Open-domain neural dialogue models have achieved high performance in res...
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06/08/2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models
The advent of contextual word embeddings – representations of words whic...
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05/28/2021
Lightweight Cross-Lingual Sentence Representation Learning
Large-scale models for learning fixed-dimensional cross-lingual sentence...
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08/20/2020
Controlling Dialogue Generation with Semantic Exemplars
Dialogue systems pretrained with large language models generate locally ...
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08/20/2020
Modeling flexoelectricity in soft dielectrics at finite deformation
This paper develops the equilibrium equations describing the flexoelectr...
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03/02/2020
Using Image Captions and Multitask Learning for Recommending Query Reformulations
Interactive search sessions often contain multiple queries, where the us...
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12/28/2019
Robust Cross-lingual Embeddings from Parallel Sentences
Recent advances in cross-lingual word embeddings have primarily relied o...
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07/24/2019
Investigating Evaluation of Open-Domain Dialogue Systems With Human Generated Multiple References
The aim of this paper is to mitigate the shortcomings of automatic evalu...
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07/18/2019
WriterForcing: Generating more interesting story endings
We study the problem of generating interesting endings for stories. Neur...
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04/10/2019
Better Word Embeddings by Disentangling Contextual n-Gram Information
Pre-trained word vectors are ubiquitous in Natural Language Processing a...
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11/01/2018
Online Diverse Learning to Rank from Partial-Click Feedback
Learning to rank is an important problem in machine learning and recomme...
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02/19/2018
Learning Word Vectors for 157 Languages
Distributed word representations, or word vectors, have recently been ap...
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11/10/2017
Saliency Prediction for Mobile User Interfaces
We introduce models for saliency prediction for mobile user interfaces. ...
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03/07/2017