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05/29/2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models
Existing dialogue models may encounter scenarios which are not well-repr...
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05/16/2023
Empirical Analysis of the Inductive Bias of Recurrent Neural Networks by Discrete Fourier Transform of Output Sequences
A unique feature of Recurrent Neural Networks (RNNs) is that it incremen...
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10/16/2022
StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning
Existing automatic story evaluation methods place a premium on story lex...
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09/26/2022
Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding
This paper explores the task of Temporal Video Grounding (TVG) where, gi...
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04/22/2022
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem
We introduce the task of implicit offensive text detection in dialogues,...
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04/19/2022
Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion
Incorporating stronger syntactic biases into neural language models (LMs...
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02/16/2022
Code Generation for Unknown Libraries via Reading API Documentations
Open-domain code generation is a challenging problem because the set of ...
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08/14/2020
Predicting Event Time by Classifying Sub-Level Temporal Relations Induced from a Unified Representation of Time Anchors
Extracting event time from news articles is a challenging but attractive...
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07/28/2020
A System for Worldwide COVID-19 Information Aggregation
The global pandemic of COVID-19 has made the public pay close attention ...
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07/23/2019
Learning to Select, Track, and Generate for Data-to-Text
We propose a data-to-text generation model with two modules, one for tra...
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03/27/2019
Does My Rebuttal Matter? Insights from a Major NLP Conference
Peer review is a core element of the scientific process, particularly in...
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12/27/2017