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1
On Homophony and Rényi Entropy ...
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2
An Information-Theoretic Characterization of Morphological Fusion ...
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3
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders ...
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4
Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution ...
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5
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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6
I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Review ...
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7
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer ...
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8
IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.79/ Abstract: With the advent of contextualized embeddings, attention towards neural ranking approaches for Information Retrieval increased considerably. However, two aspects have remained largely neglected: i) queries usually consist of few keywords only, which increases ambiguity and makes their contextualization harder, and ii) performing neural ranking on non-English documents is still cumbersome due to shortage of labeled datasets. In this paper we present SIR (Sense-enhanced Information Retrieval) to mitigate both problems by leveraging word sense information. At the core of our approach lies a novel multilingual query expansion mechanism based on Word Sense Disambiguation that provides sense definitions as additional semantic information for the query. Importantly, we use senses as a bridge across languages, thus allowing our model to perform considerably better than its supervised and unsupervised alternatives across French, German, ...
Keyword: Data Management System; Machine translation; Natural Language Processing; Neural Network
URL: https://underline.io/lecture/37802-ir-like-a-sir-sense-enhanced-information-retrieval-for-multiple-languages
https://dx.doi.org/10.48448/z11a-gr02
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9
Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study ...
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10
Mitigating Language-Dependent Ethnic Bias in BERT ...
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11
Genre as Weak Supervision for Cross-lingual Dependency Parsing ...
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12
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering ...
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13
Visually Grounded Reasoning across Languages and Cultures ...
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14
Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification ...
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15
On the Relation between Syntactic Divergence and Zero-Shot Performance ...
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