John Wieting
26 papers · 2016–2024 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (56) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(6)
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The Questioner
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Research topics
Natural Language Processing
(24)
Machine Learning
(15)
Applications
(14)
Resources & Methods
(13)
Artificial Intelligence
(12)
Generation
(11)
Deep Learning
(9)
Core AI
(9)
Core Methods
(7)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(7)
Learning Paradigms
(4)
Models
(3)
Optimization & Theory
(3)
Architectures
(2)
Keywords
paraphrase generation
(6)
sentence embedding
(5)
text generation
(5)
neural machine translation
(4)
multilingual nlp
(3)
semantic similarity
(3)
unsupervised learning
(3)
question-answer pair
(2)
language model
(2)
large language model
(2)
embedding learning
(2)
pre-trained language model
(2)
transfer learning
(2)
knowledge base
(2)
reward function
(2)
cross-lingual transfer
(2)
parallel corpus
(2)
entity linking
(2)
benchmark evaluation
(2)
paraphrase learning
(2)
Papers
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
NAACL 2024
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
EACL 2023
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval
ACL 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering
EMNLP 2023
Evaluating Large Language Models on Controlled Generation Tasks
EMNLP 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense
NeurIPS 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases
AAAI 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
EMNLP 2023
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature
EMNLP 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization
EMNLP 2022
On The Ingredients of an Effective Zero-shot Semantic Parser
ACL 2022
Paraphrastic Representations at Scale
EMNLP 2022
RankGen: Improving Text Generation with Large Ranking Models
EMNLP 2022
Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs
EMNLP 2021
On Learning Text Style Transfer with Direct Rewards
NAACL 2021
A Bilingual Generative Transformer for Semantic Sentence Embedding
EMNLP 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation
EMNLP 2020
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
ACL 2019
No Training Required: Exploring Random Encoders for Sentence Classification
ICLR 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations
ACL 2019
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
NAACL 2018
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
ACL 2018
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext
EMNLP 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
ACL 2017
Charagram: Embedding Words and Sentences via Character n-grams
EMNLP 2016
UMD-TTIC-UW at SemEval-2016 Task 1: Attention-Based Multi-Perspective Convolutional Neural Networks for Textual Similarity Measurement
SemEval 2016