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05/23/2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation
Hallucinations pose a significant challenge to the reliability of neural...
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03/30/2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
Ideally, dialogue systems should generate responses that are faithful to...
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11/17/2022
Efficient Transformers with Dynamic Token Pooling
Transformers achieve unrivalled performance in modelling language, but r...
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05/07/2022
UniMorph 4.0: Universal Morphology
The Universal Morphology (UniMorph) project is a collaborative effort pr...
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04/22/2022
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
The goal of information-seeking dialogue is to respond to seeker queries...
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02/28/2022
Combining Modular Skills in Multitask Learning
A modular design encourages neural models to disentangle and recombine d...
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04/17/2021
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples
Capturing word meaning in context and distinguishing between corresponde...
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12/31/2020
Verb Knowledge Injection for Multilingual Event Processing
In parallel to their overwhelming success across NLP tasks, language abi...
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11/02/2020
Emergent Communication Pretraining for Few-Shot Machine Translation
While state-of-the-art models that rely upon massively multilingual pret...
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10/16/2020
SIGTYP 2020 Shared Task: Prediction of Typological Features
Typological knowledge bases (KBs) such as WALS (Dryer and Haspelmath, 20...
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01/30/2020