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09/13/2023
How (Not) to Use Sociodemographic Information for Subjective NLP Tasks
Annotators' sociodemographic backgrounds (i.e., the individual compositi...
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05/24/2023
Dior-CVAE: Diffusion Priors in Variational Dialog Generation
Conditional variational autoencoders (CVAEs) have been used recently for...
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05/23/2023
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
Although automatic dialogue tutors hold great potential in making educat...
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05/23/2023
DAPR: A Benchmark on Document-Aware Passage Retrieval
Recent neural retrieval mainly focuses on ranking short texts and is cha...
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02/17/2023
Like a Good Nearest Neighbor: Practical Content Moderation with Sentence Transformers
Modern text classification systems have impressive capabilities but are ...
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12/19/2022
CiteBench: A benchmark for Scientific Citation Text Generation
The publication rates are skyrocketing across many fields of science, an...
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10/25/2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation
Misinformation emerges in times of uncertainty when credible information...
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09/13/2021
xGQA: Cross-Lingual Visual Question Answering
Recent advances in multimodal vision and language modeling have predomin...
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04/17/2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Neural IR models have often been studied in homogeneous and narrow setti...
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06/16/2020
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs
We present a novel encoder-decoder architecture for graph-to-text genera...
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04/30/2020
Generating Persona-Consistent Dialogue Responses Using Deep Reinforcement Learning
Recent transformer-based open-domain dialogue agents are trained by refe...
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08/29/2019
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning
Our proposed system FAMULUS helps students learn to diagnose based on au...
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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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06/13/2018
A Retrospective Analysis of the Fake News Challenge Stance Detection Task
The 2017 Fake News Challenge Stage 1 (FNC-1) shared task addressed a sta...
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03/26/2018
Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches
Developing state-of-the-art approaches for specific tasks is a major dri...
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04/25/2016
