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1
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks ...
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2
Challenges and Strategies in Cross-Cultural NLP ...
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3
Meaning Representation of Numeric Fused-Heads in UCCA ...
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4
Great Service! Fine-grained Parsing of Implicit Arguments ...
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5
Multilingual Compositional Wikidata Questions ...
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6
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color ...
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7
A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs ...
Abstract: Negation is one of the most fundamental concepts in human cognition and language, and several natural language inference (NLI) probes have been designed to investigate pretrained language models' ability to detect and reason with negation. However, the existing probing datasets are limited to English only, and do not enable controlled probing of performance in the absence or presence of negation. In response, we present a multilingual (English, Bulgarian, German, French and Chinese) benchmark collection of NLI examples that are grammatical and correctly labeled, as a result of manual inspection and editing. We use the benchmark to probe the negation-awareness of multilingual language models and find that models that correctly predict examples with negation cues often fail to correctly predict their counter-examples without negation cues, even when the cues are irrelevant for semantic inference. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Inference; Natural Language Processing
URL: https://underline.io/lecture/39880-a-multilingual-benchmark-for-probing-negation-awareness-with-minimal-pairs
https://dx.doi.org/10.48448/nmxw-4j45
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8
Does injecting linguistic structure into language models lead to better alignment with brain recordings? ...
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9
Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding ...
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10
Refining Implicit Argument Annotation for UCCA ...
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11
Lexical Semantic Recognition ...
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12
Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics ...
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13
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA ...
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14
CoNLL 2018 Shared Task System Outputs
Zeman, Daniel; Potthast, Martin; Duthoo, Elie. - : Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL), 2018
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15
Universal Dependency Parsing with a General Transition-Based DAG Parser ...
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16
SemEval 2019 Shared Task: Cross-lingual Semantic Parsing with UCCA - Call for Participation ...
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17
A Transition-Based Directed Acyclic Graph Parser for UCCA ...
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