1 |
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation ...
|
|
|
|
BASE
|
|
Show details
|
|
2 |
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems ...
|
|
|
|
BASE
|
|
Show details
|
|
3 |
Acquiring and Harnessing Verb Knowledge for Multilingual Natural Language Processing ...
|
|
|
|
BASE
|
|
Show details
|
|
4 |
Semantic Data Set Construction from Human Clustering and Spatial Arrangement ...
|
|
|
|
BASE
|
|
Show details
|
|
5 |
Verb Knowledge Injection for Multilingual Event Processing ...
|
|
|
|
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.541 Abstract: Linguistic probing of pretrained Transformer-based language models (LMs) revealed that they encode a range of syntactic and semantic properties of a language. However, they are still prone to fall back on superficial cues and simple heuristics to solve downstream tasks, rather than leverage deeper linguistic information. In this paper, we target a specific facet of linguistic knowledge, the interplay between verb meaning and argument structure. We investigate whether injecting explicit information on verbs’ semantic-syntactic behaviour improves the performance of pretrained LMs in event extraction tasks, where accurate verb processing is paramount. Concretely, we impart the verb knowledge from curated lexical resources into dedicated adapter modules (verb adapters), allowing it to complement, in downstream tasks, the language knowledge obtained during LM-pretraining. We first demonstrate that injecting verb knowledge leads to performance ...
|
|
URL: https://underline.io/lecture/25772-verb-knowledge-injection-for-multilingual-event-processing https://dx.doi.org/10.48448/cje1-ae20
|
|
BASE
|
|
Hide details
|
|
6 |
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine. ...
|
|
|
|
BASE
|
|
Show details
|
|
7 |
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine. ...
|
|
|
|
BASE
|
|
Show details
|
|
8 |
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine ...
|
|
|
|
BASE
|
|
Show details
|
|
9 |
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine.
|
|
|
|
In: nlmid: 101531992 ; essn: 2041-1480 (2021)
|
|
BASE
|
|
Show details
|
|
10 |
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine.
|
|
|
|
BASE
|
|
Show details
|
|
11 |
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine
|
|
|
|
BASE
|
|
Show details
|
|
12 |
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
|
|
|
|
In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02975786 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2020, 46 (4), pp.847-897 ; https://direct.mit.edu/coli/article/46/4/847/97326/Multi-SimLex-A-Large-Scale-Evaluation-of (2020)
|
|
BASE
|
|
Show details
|
|
13 |
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning ...
|
|
|
|
BASE
|
|
Show details
|
|
14 |
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis ...
|
|
|
|
BASE
|
|
Show details
|
|
15 |
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning ...
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis ...
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Verb Knowledge Injection for Multilingual Event Processing ...
|
|
|
|
BASE
|
|
Show details
|
|
18 |
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity ...
|
|
|
|
BASE
|
|
Show details
|
|
19 |
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity ...
|
|
|
|
BASE
|
|
Show details
|
|
20 |
Spatial multi-arrangement for clustering and multi-way similarity dataset construction ...
|
|
|
|
BASE
|
|
Show details
|
|
|
|