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1
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality ...
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ANLIzing the Adversarial Natural Language Inference Dataset
In: Proceedings of the Society for Computation in Linguistics (2022)
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3
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection ...
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4
FLAVA: A Foundational Language And Vision Alignment Model ...
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5
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ...
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Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation ...
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7
Reservoir Transformers ...
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8
Gradient-based Adversarial Attacks against Text Transformers ...
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9
DynaSent: A Dynamic Benchmark for Sentiment Analysis ...
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10
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ...
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11
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ...
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12
Deep Artificial Neural Networks Reveal a Distributed Cortical Network Encoding Propositional Sentence-Level Meaning
In: J Neurosci (2021)
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13
Emergent Linguistic Phenomena in Multi-Agent Communication Games ...
Abstract: In this work, we propose a computational framework in which agents equipped with communication capabilities simultaneously play a series of referential games, where agents are trained using deep reinforcement learning. We demonstrate that the framework mirrors linguistic phenomena observed in natural language: i) the outcome of contact between communities is a function of inter- and intra-group connectivity; ii) linguistic contact either converges to the majority protocol, or in balanced cases leads to novel creole languages of lower complexity; and iii) a linguistic continuum emerges where neighboring languages are more mutually intelligible than farther removed languages. We conclude that intricate properties of language evolution need not depend on complex evolved linguistic capabilities, but can emerge from simple social exchanges between perceptually-enabled agents playing communication games. ... : EMNLP 2019 ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Social and Information Networks cs.SI
URL: https://arxiv.org/abs/1901.08706
https://dx.doi.org/10.48550/arxiv.1901.08706
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14
Inferring concept hierarchies from text corpora via hyperbolic embeddings ...
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15
Inferring concept hierarchies from text corpora via hyperbolic embeddings
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (2019)
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16
Countering Language Drift via Visual Grounding ...
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17
Emergent Translation in Multi-Agent Communication ...
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18
Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns ...
Anderson, AJ; Kiela, Douwe; Clark, Stephen. - : Apollo - University of Cambridge Repository, 2017
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19
Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research ...
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20
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment ...
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