Damien Sileo | DeepAI

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∙ 09/01/2023

When Do Discourse Markers Affect Computational Sentence Understanding?

The capabilities and use cases of automatic natural language processing ...

0 Ruiqi Li, et al. ∙

∙ 05/05/2023

MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic

Theory of Mind (ToM) is a critical component of intelligence, yet accura...

0 Damien Sileo, et al. ∙

∙ 03/13/2023

Generating multiple-choice questions for medical question answering with distractors and cue-masking

Medical multiple-choice question answering (MCQA) is particularly diffic...

0 Damien Sileo, et al. ∙

∙ 01/14/2023

: Structured Dataset Preprocessing Annotations for Frictionless Extreme Multi-Task Learning and Evaluation

The HuggingFace Datasets Hub hosts thousands of datasets. This provides ...

0 Damien Sileo, et al. ∙

∙ 11/07/2022

Probing neural language models for understanding of words of estimative probability

Words of estimative probability (WEP) are expressions of a statement's p...

0 Damien Sileo, et al. ∙

∙ 12/10/2021

Analysis and Prediction of NLP Models Via Task Embeddings

Task embeddings are low-dimensional representations that are trained to ...

0 Damien Sileo, et al. ∙

∙ 12/08/2021

Zero-Shot Recommendation as Language Modeling

Recommendation is the task of ranking items (e.g. movies or products) ac...

0 Damien Sileo, et al. ∙

∙ 05/31/2021

LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features

We describe our approach for SemEval-2021 task 6 on detection of persuas...

0 Erfan Ghadery, et al. ∙

∙ 03/25/2021

Visual Grounding Strategies for Text-Only Natural Language Processing

Visual grounding is a promising path toward more robust and accurate Nat...

0 Damien Sileo, et al. ∙

∙ 06/02/2020

DiscSense: Automated Semantic Analysis of Discourse Markers

Discourse markers ( by contrast, happily, etc.) are words or phrases th...

0 Damien Sileo, et al. ∙

∙ 07/19/2019

Discourse-Based Evaluation of Language Understanding

We introduce DiscEval, a compilation of 11 evaluation datasets with a fo...

0 Damien Sileo, et al. ∙

∙ 04/04/2019

Composition of Sentence Embeddings:Lessons from Statistical Relational Learning

Various NLP problems -- such as the prediction of sentence similarity, e...

0 Damien Sileo, et al. ∙

∙ 03/28/2019

Mining Discourse Markers for Unsupervised Sentence Representation Learning

Current state of the art systems in NLP heavily rely on manually annotat...

0 Damien Sileo, et al. ∙

∙ 09/14/2017

Synapse at CAp 2017 NER challenge: Fasttext CRF

We present our system for the CAp 2017 NER challenge which is about name...

0 Damien Sileo, et al. ∙

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