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09/08/2023
Can NLP Models 'Identify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer?
Though state-of-the-art (SOTA) NLP systems have achieved remarkable perf...
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08/16/2023
MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation
Dialogue systems for Automatic Differential Diagnosis (ADD) have a wide ...
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05/20/2023
Can NLP Models Correctly Reason Over Contexts that Break the Common Assumptions?
Pre-training on large corpora of text enables the language models to acq...
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07/06/2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering
Table Question Answering (TQA) is an important but under-explored task. ...
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05/25/2022
Is a Question Decomposition Unit All We Need?
Large Language Models (LMs) have achieved state-of-the-art performance o...
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05/01/2022
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions
In recent years, progress in NLU has been driven by benchmarks. These be...
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04/15/2022
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning
Single-task models have proven pivotal in solving specific tasks; howeve...
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03/17/2022
How Many Data Samples is an Additional Instruction Worth?
Recently introduced instruction-paradigm empowers non-expert users to le...
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03/16/2022
Less is More: Summary of Long Instructions is Better for Program Synthesis
Despite the success of large pre-trained language models (LMs) such as C...
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03/29/2021
Fundamental Challenges in Deep Learning for Stiff Contact Dynamics
Frictional contact has been extensively studied as the core underlying b...
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01/05/2021
