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empirical study

44 papers

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large language model (12755) natural language processing (2027) neural network (6616) language model (4573) sequence-to-sequence model (552) text generation (2903) machine translation (2472) transfer learning (5442) benchmark evaluation (1539) code generation (699)

Papers

When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer NAACL 2022
An Empirical Study on Neural Keyphrase Generation NAACL 2021
Don’t Go Far Off: An Empirical Study on Neural Poetry Translation EMNLP 2021
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training NIPS 2021
Knocking in the Game of Gin Rummy AAAI 2021
Verification, Reproduction and Replication of NLP Experiments: a Case Study on Parsing Universal Dependencies COLING 2020
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study MIDL 2020
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction EMNLP 2019
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019
Proposed Taxonomy for Gender Bias in Text; A Filtering Methodology for the Gender Generalization Subtype ACL 2019
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study ACL 2019
Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ACL 2019
A Step Toward Quantifying Independently Reproducible Machine Learning Research NIPS 2019
An Empirical Study of Building a Strong Baseline for Constituency Parsing ACL 2018
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models ACL 2017
Multi-Class Optimal Margin Distribution Machine ICML 2017
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms EMNLP 2017
An Empirical Etudy of Non-Lexical Extensions to Delexicalized Transfer COLING 2012