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10/13/2022
An Empirical Study on Finding Spans
We present an empirical study on methods for span finding, the selection...
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10/12/2022
Iterative Document-level Information Extraction via Imitation Learning
We present a novel iterative extraction (IterX) model for extracting com...
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06/21/2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing
We introduce BenchCLAMP, a Benchmark to evaluate Constrained LAnguage Mo...
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01/28/2021
LOME: Large Ontology Multilingual Extraction
We present LOME, a system for performing multilingual information extrac...
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04/05/2020
Hierarchical Entity Typing via Multi-level Learning to Rank
We propose a novel method for hierarchical entity classification that em...
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12/03/2019
Reading the Manual: Event Extraction as Definition Comprehension
We propose a novel approach to event extraction that supplies models wit...
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09/18/2019
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit
We present Espresso, an open-source, modular, extensible end-to-end neur...
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09/06/2019
Uncertain Natural Language Inference
We propose a refinement of Natural Language Inference (NLI), called Unce...
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06/05/2019
Learning to Rank for Plausible Plausibility
Researchers illustrate improvements in contextual encoding strategies vi...
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06/04/2019
Improving Long Distance Slot Carryover in Spoken Dialogue Systems
Tracking the state of the conversation is a central component in task-or...
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03/25/2019
An Exact No Free Lunch Theorem for Community Detection
A precondition for a No Free Lunch theorem is evaluation with a loss fun...
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03/12/2019
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation
We present a novel approach to dialogue state tracking and referring exp...
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02/06/2019
End-to-end Anchored Speech Recognition
Voice-controlled house-hold devices, like Amazon Echo or Google Home, fa...
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05/14/2018
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes
We propose a confidence scoring mechanism for multi-layer neural network...
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10/18/2017