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07/31/2023
SAKSHI: Decentralized AI Platforms
Large AI models (e.g., Dall-E, GPT4) have electrified the scientific, te...
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10/01/2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family
Polar codes are widely used state-of-the-art codes for reliable communic...
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07/08/2022
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions
Idiomatic expressions (IEs), characterized by their non-compositionality...
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12/16/2021
Idiomatic Expression Paraphrasing without Strong Supervision
Idiomatic expressions (IEs) play an essential role in natural language. ...
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10/19/2021
Idiomatic Expression Identification using Semantic Compatibility
Idiomatic expressions are an integral part of natural language and const...
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09/10/2021
Euphemistic Phrase Detection by Masked Language Model
It is a well-known approach for fringe groups and organizations to use e...
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06/03/2021
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech
Countermeasures to effectively fight the ever increasing hate speech onl...
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05/24/2021
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention
Abusive language is a massive problem in online social platforms. Existi...
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04/13/2021
From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation
We study a new application for text generation – idiomatic sentence gene...
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03/31/2021
Self-Supervised Euphemism Detection and Identification for Content Moderation
Fringe groups and organizations have a long history of using euphemisms–...
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10/06/2020
GRUEN for Evaluating Linguistic Quality of Generated Text
Automatic evaluation metrics are indispensable for evaluating generated ...
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10/02/2020
Enriching Word Embeddings with Temporal and Spatial Information
The meaning of a word is closely linked to sociocultural factors that ca...
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10/10/2019
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams
Set expansion aims to expand a small set of seed entities into a complet...
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09/25/2019
PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space
Finding the right reviewers to assess the quality of conference submissi...
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03/26/2019
Document Similarity for Texts of Varying Lengths via Hidden Topics
Measuring similarity between texts is an important task for several appl...
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03/26/2019
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus
Text style transfer rephrases a text from a source style (e.g., informal...
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01/23/2019
Context-Sensitive Malicious Spelling Error Correction
Misspelled words of the malicious kind work by changing specific keyword...
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05/23/2018
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition
Prepositions are among the most frequent words in English and play compl...
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04/18/2017
Representing Sentences as Low-Rank Subspaces
Sentences are important semantic units of natural language. A generic, d...
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02/07/2017
MORSE: Semantic-ally Drive-n MORpheme SEgment-er
We present in this paper a novel framework for morpheme segmentation whi...
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02/07/2017
Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology
We present an unsupervised and language-agnostic method for learning roo...
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02/05/2017
Prepositions in Context
Prepositions are highly polysemous, and their variegated senses encode s...
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02/05/2017
All-but-the-Top: Simple and Effective Postprocessing for Word Representations
Real-valued word representations have transformed NLP applications, popu...
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11/29/2016
Geometry of Compositionality
This paper proposes a simple test for compositionality (i.e., literal us...
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10/24/2016