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Found 9 papers, 5 papers with code
REFeREE: A REference-FREE Model-Based Metric for Text Simplification
Text simplification lacks a universal standard of quality, and annotated reference simplifications are scarce and costly.
Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks
We investigate MT evaluation metric performance on adversarially-synthesized texts, to shed light on metric robustness.
Learning Interpretable Low-dimensional Representation via Physical Symmetry
We have recently seen great progress in learning interpretable music representations, ranging from basic factors, such as pitch and timbre, to high-level concepts, such as chord and texture.
UNITER-Based Situated Coreference Resolution with Rich Multimodal Input
Our model ranks second in the official evaluation on the object coreference resolution task with an F1 score of 73. 3% after model ensembling.
Narrative Incoherence Detection
We propose the task of narrative incoherence detection as a new arena for inter-sentential semantic understanding: Given a multi-sentence narrative, decide whether there exist any semantic discrepancies in the narrative flow.
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
To address this, we propose (1) a framework to isolate and evaluate the reasoning aspect of VQA separately from its perception, and (2) a novel top-down calibration technique that allows the model to answer reasoning questions even with imperfect perception.
INSET: Sentence Infilling with INter-SEntential Transformer
Missing sentence generation (or sentence infilling) fosters a wide range of applications in natural language generation, such as document auto-completion and meeting note expansion.
Provably efficient neural network representation for image classification
The state-of-the-art approaches for image classification are based on neural networks.
Two-dimensional local Hamiltonian problem with area laws is QMA-complete
We show that the two-dimensional (2D) local Hamiltonian problem with the constraint that the ground state obeys area laws is QMA-complete.
Strongly Correlated Electrons Quantum Physics
