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09/14/2023
ExpertQA: Expert-Curated Questions and Attributed Answers
As language models are adapted by a more sophisticated and diverse set o...
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05/19/2023
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations
Formulating selective information needs results in queries that implicit...
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02/01/2023
AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference
Given a sentence "Abby told Brittney that she upset Courtney", one would...
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10/24/2022
Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models
Cognitive psychologists have documented that humans use cognitive heuris...
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04/24/2020
G-DAUG: Generative Data Augmentation for Commonsense Reasoning
Recent advances in commonsense reasoning depend on large-scale human-ann...
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10/25/2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
The SIGMORPHON 2019 shared task on cross-lingual transfer and contextual...
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10/07/2019
Exploiting Structural and Semantic Context for Commonsense Knowledge Base Completion
Automatic KB completion for commonsense knowledge graphs (e.g., ATOMIC a...
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08/15/2019
Abductive Commonsense Reasoning
Abductive reasoning is inference to the most plausible explanation. For ...
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06/12/2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
We present the first comprehensive study on automatic knowledge base con...
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04/04/2019
A Simple Joint Model for Improved Contextual Neural Lemmatization
English verbs have multiple forms. For instance, talk may also appear as...
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05/21/2018
Sparse and Constrained Attention for Neural Machine Translation
In NMT, words are sometimes dropped from the source or generated repeate...
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05/11/2018
Neural Factor Graph Models for Cross-lingual Morphological Tagging
Morphological analysis involves predicting the syntactic traits of a wor...
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07/29/2017
Learning Language Representations for Typology Prediction
One central mystery of neural NLP is what neural models "know" about the...
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01/15/2017