What to do about non-standard (or non-canonical) language in NLP

28 August 2016

Papers citing "What to do about non-standard (or non-canonical) language in NLP"

39 / 39 papers shown

Title
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text Tadesse Destaw Belay Israel Abebe Azime Ibrahim Said Ahmad David Ifeoluwa Adelani Idris Abdulmumin Abinew Ali Ayele Shamsuddeen Hassan Muhammad Seid Muhie Yimam 120 0 0 24 Mar 2025
Second language Korean Universal Dependency treebank v1.2: Focus on data augmentation and annotation scheme refinement Hakyung Sung Gyu-Ho Shin 89 1 0 18 Mar 2025
Variation between Credible and Non-Credible News Across Topics Emilie Francis 158 0 0 19 Nov 2024
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation Lia Shahnazaryan Meriem Beloucif 56 0 0 21 Aug 2024
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression Aryan Gulati Xingjian Dong Carlos Hurtado Sarath Shekkizhar Swabha Swayamdipta Antonio Ortega OODD 73 2 0 18 Jul 2024
Can Humans Identify Domains? Maria Barrett Max Müller-Eberstein Elisa Bassignana Amalie Brogaard Pauli Mike Zhang Rob van der Goot 99 1 0 02 Apr 2024
Language and Speech Technology for Central Kurdish Varieties Sina Ahmadi Daban Q. Jaff Md Mahfuz Ibn Alam Antonios Anastasopoulos 94 2 0 04 Mar 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 62 5 0 23 Jan 2024
Dense Retrieval Adaptation using Target Domain Description Helia Hashemi Yong Zhuang Sachith Sri Ram Kothur Srivas Prasad Edgar Meij W. Bruce Croft VLM 91 9 0 06 Jul 2023
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation Tatsuya Aoyama Shabnam Behzad Luke Gessler Lauren Levine Jessica Lin Yang Liu Siyao Peng Yilun Zhu Amir Zeldes AILaw 67 13 0 03 Jun 2023
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment Tarek Naous Michael Joseph Ryan Anton Lavrouk Mohit Chandra Wei Xu 64 8 0 23 May 2023
Reward Gaming in Conditional Text Generation Richard Yuanzhe Pang Vishakh Padmakumar Thibault Sellam Ankur P. Parikh He He 93 26 0 16 Nov 2022
NLPeer: A Unified Resource for the Computational Study of Peer Review Nils Dycke Ilia Kuznetsov Iryna Gurevych 64 39 0 12 Nov 2022
An Inclusive Notion of Text Ilia Kuznetsov Iryna Gurevych 54 0 0 10 Nov 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 58 7 0 22 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 268 99 0 06 Oct 2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains Chenyang Lyu Jennifer Foster Yvette Graham 92 4 0 09 Apr 2022
Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling Elena Álvarez Mellado Constantine Lignos 71 5 0 30 Mar 2022
Event Coreference Resolution for Contentious Politics Events Ali Hurriyetouglu Osman Mutlu Fatih Beyhan Firat Durucsan Ali Safaya Reyyan Yeniterzi E. Yoruk 29 4 0 18 Mar 2022
Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond Nils Dycke Ilia Kuznetsov Iryna Gurevych 74 11 0 27 Jan 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Jesse Dodge 92 44 0 16 Dec 2021
How Universal is Genre in Universal Dependencies? Max Müller-Eberstein Rob van der Goot Barbara Plank 51 6 0 09 Dec 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 94 7 0 02 Nov 2021
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 112 114 0 23 Sep 2021
Integrating Approaches to Word Representation Yuval Pinter NAI 89 5 0 10 Sep 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 110 138 0 11 Aug 2021
Reliability Testing for Natural Language Processing Systems Samson Tan Shafiq Joty K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 96 41 0 06 May 2021
Low-Resource Adaptation of Neural NLP Models Farhad Nooralahzadeh 78 0 0 09 Nov 2020
Will it Unblend? Yuval Pinter Cassandra L. Jacobs Jacob Eisenstein 66 14 0 18 Sep 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 131 259 0 31 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 175 2,446 0 23 Apr 2020
Advancing NLP with Cognitive Language Processing Signals Nora Hollenstein Maria Barrett M. Troendle Francesco Bigiolli N. Langer Ce Zhang 89 39 0 04 Apr 2019
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling Riyaz Ahmad Bhat Irshad Ahmad Bhat D. Sharma AI4CE 23 2 0 13 Feb 2019
Distance Based Source Domain Selection for Sentiment Classification Lex Razoux Schultz Marco Loog Peyman Mohajerin Esfahani 52 10 0 28 Aug 2018
To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging Rob van der Goot Barbara Plank Malvina Nissim 57 25 0 17 Jul 2017
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? G. Heigold G. Neumann Josef van Genabith 90 62 0 14 Apr 2017
Data Selection Strategies for Multi-Domain Sentiment Analysis Sebastian Ruder Parsa Ghaffari J. Breslin 59 28 0 08 Feb 2017
When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter Barbara Plank Malvina Nissim 18 2 0 09 Nov 2016
Keystroke dynamics as signal for shallow syntactic parsing Barbara Plank 90 39 0 11 Oct 2016