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09/06/2022
Depression Symptoms Modelling from Social Media Text: An Active Learning Approach
A fundamental component of user-level social media language based clinic...
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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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04/19/2022
Named Entity Recognition for Partially Annotated Datasets
The most common Named Entity Recognizers are usually sequence taggers tr...
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04/17/2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
Knowledge-grounded conversational models are known to suffer from produc...
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04/14/2022
FREDA: Flexible Relation Extraction Data Annotation
To effectively train accurate Relation Extraction models, sufficient and...
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09/22/2021
Simulated Annealing for Emotional Dialogue Systems
Explicitly modeling emotions in dialogue generation has important applic...
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06/24/2021
A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language
We analyze the process of creating word embedding feature representation...
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06/21/2021
STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text
We focus on exploring various approaches of Zero-Shot Learning (ZSL) and...
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06/07/2021
A Globally Normalized Neural Model for Semantic Parsing
In this paper, we propose a globally normalized model for context-free g...
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05/26/2021
Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments
In this paper, we present empirical analysis on basic and depression spe...
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04/17/2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
Dialogue systems powered by large pre-trained language models (LM) exhib...
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07/04/2020
Building a Competitive Associative Classifier
With the huge success of deep learning, other machine learning paradigms...
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04/06/2019
Evaluating Coherence in Dialogue Systems using Entailment
Evaluating open-domain dialogue systems is difficult due to the diversit...
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11/15/2018
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering
Duplicate question detection is an ongoing challenge in community questi...
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11/02/2018