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05/23/2023
Accessing Higher Dimensions for Unsupervised Word Translation
The striking ability of unsupervised word translation has been demonstra...
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05/14/2023
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing
Interactive semantic parsing based on natural language (NL) feedback, wh...
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02/16/2023
LEVER: Learning to Verify Language-to-Code Generation with Execution
The advent of large language models trained on code (code LLMs) has led ...
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11/29/2022
Coder Reviewer Reranking for Code Generation
Sampling diverse programs from a code language model and reranking with ...
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04/25/2022
Natural Language to Code Translation with Execution
Generative models of code, pretrained on large corpora of programs, have...
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11/12/2021
BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation
Mined bitexts can contain imperfect translations that yield unreliable t...
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10/20/2021
SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark
Existing work in language grounding typically study single environments....
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01/01/2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment
Bilingual lexicons map words in one language to their translations in an...
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09/16/2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing
We propose Grounded Adaptation for Zero-shot Executable Semantic Parsing...
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04/23/2017
Naturalizing a Programming Language via Interactive Learning
Our goal is to create a convenient natural language interface for perfor...
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03/07/2017
Data Noising as Smoothing in Neural Network Language Models
Data noising is an effective technique for regularizing neural network m...
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06/08/2016
Learning Language Games through Interaction
We introduce a new language learning setting relevant to building adapti...
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03/28/2016
Estimating Mixture Models via Mixtures of Polynomials
Mixture modeling is a general technique for making any simple model more...
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12/21/2013
