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01/23/2023
Efficient Encoders for Streaming Sequence Tagging
A naive application of state-of-the-art bidirectional encoders for strea...
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08/29/2022
Streaming Intended Query Detection using E2E Modeling for Continued Conversation
In voice-enabled applications, a predetermined hotword isusually used to...
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12/10/2021
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems
As more users across the world are interacting with dialog agents in the...
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06/08/2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog
Everyday conversations require understanding everyday events, which in t...
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06/08/2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering
Disfluencies is an under-studied topic in NLP, even though it is ubiquit...
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04/29/2020
ToTTo: A Controlled Table-To-Text Generation Dataset
We present ToTTo, an open-domain English table-to-text dataset with over...
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11/21/2019
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions
We present a large-scale dataset for the task of rewriting an ill-formed...
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09/24/2019
Attention Interpretability Across NLP Tasks
The attention layer in a neural network model provides insights into the...
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06/03/2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation
Automatically constructed datasets for generating text from semi-structu...
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04/09/2019
Text Generation with Exemplar-based Adaptive Decoding
We propose a novel conditioned text generation model. It draws inspirati...
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10/25/2018
UniMorph 2.0: Universal Morphology
The Universal Morphology UniMorph project is a collaborative effort to i...
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08/28/2018
Learning To Split and Rephrase From Wikipedia Edit History
Split and rephrase is the task of breaking down a sentence into shorter ...
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08/28/2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
We release a corpus of 43 million atomic edits across 8 languages. These...
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08/28/2018
Identifying Well-formed Natural Language Questions
Understanding search queries is a hard problem as it involves dealing wi...
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06/27/2017
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
The CoNLL-SIGMORPHON 2017 shared task on supervised morphological genera...
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01/15/2017
DyNet: The Dynamic Neural Network Toolkit
We describe DyNet, a toolkit for implementing neural network models base...
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06/21/2016
Correlation-based Intrinsic Evaluation of Word Vector Representations
We introduce QVEC-CCA--an intrinsic evaluation metric for word vector re...
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05/12/2016
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
We use Bayesian optimization to learn curricula for word representation ...
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05/12/2016
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning
We introduce polyglot language models, recurrent neural network models t...
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05/08/2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks
Lacking standardized extrinsic evaluation methods for vector representat...
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04/01/2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison
Despite interest in using cross-lingual knowledge to learn word embeddin...
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12/18/2015
Morphological Inflection Generation Using Character Sequence to Sequence Learning
Morphological inflection generation is the task of generating the inflec...
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12/16/2015
Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning
Morpho-syntactic lexicons provide information about the morphological an...
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06/17/2015
Non-distributional Word Vector Representations
Data-driven representation learning for words is a technique of central ...
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03/22/2015