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06/02/2023
Large Language Models Converge on Brain-Like Word Representations
One of the greatest puzzles of all time is how understanding arises from...
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05/22/2023
Retrieval-augmented Multi-label Text Classification
Multi-label text classification (MLC) is a challenging task in settings ...
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05/09/2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text
Standard methods for multi-label text classification largely rely on enc...
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02/13/2023
Implications of the Convergence of Language and Vision Model Geometries
Large-scale pretrained language models (LMs) are said to “lack the abili...
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09/30/2022
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation
Recent advances in image captioning have focused on scaling the data and...
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10/11/2021
Dynamic Forecasting of Conversation Derailment
Online conversations can sometimes take a turn for the worse, either due...
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06/02/2021
John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs
Some interpersonal verbs can implicitly attribute causality to either th...
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11/06/2020
The ApposCorpus: A new multilingual, multi-domain dataset for factual appositive generation
News articles, image captions, product reviews and many other texts ment...
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04/27/2020
PuzzLing Machines: A Challenge on Learning From Small Data
Deep neural models have repeatedly proved excellent at memorizing surfac...
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10/30/2019
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
Many natural languages assign grammatical gender also to inanimate nouns...
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09/12/2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction
The task of bilingual dictionary induction (BDI) is commonly used for in...
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09/06/2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages
Parsers are available for only a handful of the world's languages, since...
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06/18/2019
Uncovering Probabilistic Implications in Typological Knowledge Bases
The study of linguistic typology is rooted in the implications we find b...
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03/26/2019
A Probabilistic Generative Model of Linguistic Typology
In the Principles and Parameters framework, the structural features of l...
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09/05/2018
Copenhagen at CoNLL--SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding
This paper documents the Team Copenhagen system which placed first in th...
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09/01/2018
Why is unsupervised alignment of English embeddings from different algorithms so hard?
This paper presents a challenge to the community: Generative adversarial...
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08/31/2018
Indicatements that character language models learn English morpho-syntactic units and regularities
Character language models have access to surface morphological patterns,...
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08/31/2018
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
Most recent approaches to bilingual dictionary induction find a linear a...
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08/28/2018