21 |
Enabling Robust Grammatical Error Correction in New Domains: Data Sets, Metrics, and Analyses
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 551-566 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
22 |
Autosegmental Input Strictly Local Functions
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 157-168 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
23 |
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 403-419 (2019) (2019)
|
|
Abstract:
Building meaningful phrase representations is challenging because phrase meanings are not simply the sum of their constituent meanings. Lexical composition can shift the meanings of the constituent words and introduce implicit information. We tested a broad range of textual representations for their capacity to address these issues. We found that, as expected, contextualized word representations perform better than static word embeddings, more so on detecting meaning shift than in recovering implicit information, in which their performance is still far from that of humans. Our evaluation suite, consisting of six tasks related to lexical composition effects, can serve future research aiming to improve representations.
|
|
Keyword:
Computational linguistics. Natural language processing; P98-98.5
|
|
URL: https://doi.org/10.1162/tacl_a_00277 https://doaj.org/article/ea01cb2807de42edb32e6cc824d75427
|
|
BASE
|
|
Hide details
|
|
24 |
Analysis Methods in Neural Language Processing: A Survey
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 49-72 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
25 |
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 3, Pp 559-601 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
26 |
What Do Language Representations Really Represent?
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 2, Pp 381-389 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
27 |
CoQA: A Conversational Question Answering Challenge
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 249-266 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
28 |
Taking MT Evaluation Metrics to Extremes: Beyond Correlation with Human Judgments
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 3, Pp 515-558 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
29 |
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 597-610 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
30 |
GILE: A Generalized Input-Label Embedding for Text Classification
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 139-155 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
31 |
Neural Models of Text Normalization for Speech Applications
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 2, Pp 293-337 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
32 |
Bayesian Learning of Latent Representations of Language Structures
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 2, Pp 199-228 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
33 |
Inherent Disagreements in Human Textual Inferences
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 677-694 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
34 |
Neural Network Acceptability Judgments
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 625-641 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
35 |
Weakly Supervised Domain Detection
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 581-596 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
36 |
Contextualized Translations of Phrasal Verbs with Distributional Compositional Semantics and Monolingual Corpora
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 3, Pp 395-421 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
37 |
Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 643-659 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
38 |
Automatic Inference of Sound Correspondence Patterns across Multiple Languages
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 1, Pp 137-161 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
39 |
Parsing Chinese Sentences with Grammatical Relations
|
|
|
|
In: Computational Linguistics, Vol 45, Iss 1, Pp 95-136 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
40 |
SECTOR: A Neural Model for Coherent Topic Segmentation and Classification
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 169-184 (2019) (2019)
|
|
BASE
|
|
Show details
|
|
|
|