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EMNLP
Member since:
2020-12-20
Last seen:
2020-12-20
User details
Name:
Conference on Empirical Methods in Natural Language Processing
Affiliation:
Association for Computational Linguistics
Website:
https://2020.emnlp.org/
About me:
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020) invites the submission of long and short papers on substantial, original, and unpublished research in empirical methods for Natural Language Processing.
Papertalks of EMNLP
16/11/2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!
Suzanna Sia
,
Ayush Dalmia
,
Sabrina J. Mielke
Keywords
Abstract
Paper
weighted clustering
,
reranking words
,
dimensionality reduction
,
topic models
6:16
16/11/2020
Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection
Adam Tsakalidis
,
Maria Liakata
Keywords
Abstract
Paper
semantic detection
,
detecting words
,
neural embeddings
,
vector representation
12:00
16/11/2020
Translation Artifacts in Cross-lingual Transfer Learning
Mikel Artetxe
,
Gorka Labaka
,
Eneko Agirre
Keywords
Abstract
Paper
human translation
,
cross-lingual learning
,
natural inference
,
machine translation
11:30
16/11/2020
Dynamic Data Selection and Weighting for Iterative Back-Translation
Zi-Yi Dou
,
Antonios Anastasopoulos
,
Graham Neubig
Keywords
Abstract
Paper
neural translation
,
neural nmt
,
nmt
,
domain adaptation
11:30
16/11/2020
How Can We Know What Language Models Know
Zhengbao Jiang
,
Frank F. Xu
,
Jun Araki
,
Graham Neubig
Keywords
Abstract
Paper
querying process
,
extracting knowledge
,
language models
,
lm
12:03
16/11/2020
Cross-Thought for Sentence Encoder Pre-training
Shuohang Wang
,
Yuwei Fang
,
Siqi Sun
and
Zhe Gan
,
Yu Cheng
,
Jingjing Liu
,
Jing Jiang
Keywords
Abstract
Paper
pre-training encoder
,
large-scale tasks
,
question answering
,
predicting words
12:06
16/11/2020
Accurate Word Alignment Induction from Neural Machine Translation
Yun Chen
,
Yang Liu
,
Guanhua Chen
and
Xin Jiang
,
Qun Liu
Keywords
Abstract
Paper
transformer
,
attention mechanism
,
word methods
,
shift-att
11:47
16/11/2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation
Najoung Kim
,
Tal Linzen
Keywords
Abstract
Paper
compositional generalization
,
language architectures
,
cogs
,
lstms
11:42
16/11/2020
Plug and Play Autoencoders for Conditional Text Generation
Florian Mai
,
Nikolaos Pappas
,
Ivan Montero
and
Noah A. Smith
,
James Henderson
Keywords
Abstract
Paper
conditional tasks
,
style transfer
,
style tasks
,
text autoencoders
9:23
16/11/2020
RNNs can generate bounded hierarchical languages with optimal memory
John Hewitt
,
Michael Hahn
,
Surya Ganguli
and
Percy Liang
,
Christopher D. Manning
Keywords
Abstract
Paper
recurrent networks
,
rnns
,
rnn
,
finite-precision setting
11:53
16/11/2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization
Shiyue Zhang
,
Benjamin Frey
,
Mohit Bansal
Keywords
Abstract
Paper
machine research
,
in-domain evaluation
,
semi-supervised learning
,
multilingual training
12:32
16/11/2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer
Jonas Pfeiffer
,
Ivan Vulić
,
Iryna Gurevych
,
Sebastian Ruder
Keywords
Abstract
Paper
transfer
,
pre-training
,
cross transfer
,
named recognition
13:35
16/11/2020
SetConv: A New Approach for Learning from Imbalanced Data
Yang Gao
,
Yi-Fan Li
,
Yu Lin
and
Charu Aggarwal
,
Latifur Khan
Keywords
Abstract
Paper
real-world problems
,
sentiment classification
,
ir
,
machine methods
9:51
16/11/2020
Augmented Natural Language for Generative Sequence Labeling
Ben Athiwaratkun
,
Cicero Nogueira dos Santos
,
Jason Krone
,
Bing Xiang
Keywords
Abstract
Paper
joint labeling
,
sentence-level classification
,
sequence tasks
,
few-shot learning
12:53
16/11/2020
Unsupervised Parsing via Constituency Tests
Steven Cao
,
Nikita Kitaev
,
Dan Klein
Keywords
Abstract
Paper
unsupervised parsing
,
constituency test
,
grammaticality decisions
,
unsupervised parser
11:10
16/11/2020
Do “Undocumented Workers” == “Illegal Aliens”? Differentiating Denotation and Connotation in Vector Spaces
Albert Webson
,
Zhizhong Chen
,
Carsten Eickhoff
,
Ellie Pavlick
Keywords
Abstract
Paper
reference-based theories
,
nlp
,
intrinsic interpretability
,
extrinsic application
12:03
16/11/2020
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings
Phillip Keung
,
Yichao Lu
,
Julian Salazar
,
Vikas Bhardwaj
Keywords
Abstract
Paper
zero-shot learning
,
mldoc task
,
model selection
,
mldoc tasks
6:49
16/11/2020
A Diagnostic Study of Explainability Techniques for Text Classification
Pepa Atanasova
,
Jakob Grue Simonsen
,
Christina Lioma
,
Isabelle Augenstein
Keywords
Abstract
Paper
downstream tasks
,
machine learning
,
explainability techniques
,
diverse techniques
11:24
16/11/2020
Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU
Brielen Madureira
,
David Schlangen
Keywords
Abstract
Paper
nlp
,
interactive systems
,
language encoders
,
bidirectional lstms
10:04
16/11/2020
Condolence and Empathy in Online Communities
Naitian Zhou
,
David Jurgens
Keywords
Abstract
Paper
offering condolence
,
appraisal theory
,
condolence
,
trite responses
10:53
16/11/2020
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets
Husam Quteineh
,
Spyridon Samothrakis
,
Richard Sutcliffe
Keywords
Abstract
Paper
data task
,
optimization problem
,
non-guided process
,
trec-
11:20
16/11/2020
Fact or Fiction: Verifying Scientific Claims
David Wadden
,
Shanchuan Lin
,
Kyle Lo
and
Lucy Lu Wang
,
Madeleine van Zuylen
,
Arman Cohan
,
Hannaneh Hajishirzi
Keywords
Abstract
Paper
scientific verification
,
scifact
,
domain techniques
,
covid-
11:51
16/11/2020
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation
Xinyu Hua
,
Lu Wang
Keywords
Abstract
Paper
generation
,
pre-trained transformers
,
content-controlled framework
,
pair
12:12
16/11/2020
Pareto Probing: Trading Off Accuracy for Complexity
Tiago Pimentel
,
Naomi Saphra
,
Adina Williams
,
Ryan Cotterell
Keywords
Abstract
Paper
simplistic tasks
,
pos labeling
,
dependency labeling
,
full parsing
13:03
16/11/2020
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA
Ieva Staliūnaitė
,
Ignacio Iacobacci
Keywords
Abstract
Paper
nlp tasks
,
conversational task
,
semantic labeling
,
contextualized embeddings
11:23
16/11/2020
Named Entity Recognition Only from Word Embeddings
Ying Luo
,
Hai Zhao
,
Junlang Zhan
Keywords
Abstract
Paper
named recognition
,
entity detection
,
type prediction
,
deep models
9:54
16/11/2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites
Ruiqi Zhong
,
Tao Yu
,
Dan Klein
Keywords
Abstract
Paper
text-to-sql models
,
distilled suite
,
spider board
,
test accuracy
11:27
16/11/2020
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT
Masaaki Nagata
,
Katsuki Chousa
,
Masaaki Nishino
Keywords
Abstract
Paper
cross-language prediction
,
word problem
,
squad task
,
alignment
11:13
16/11/2020
BLiMP: The Benchmark of Linguistic Minimal Pairs for English
Alex Warstadt
,
Alicia Parrish
,
Haokun Liu
and
Anhad Monananey
,
Wei Peng
,
Sheng-Fu Wang
,
Samuel Bowman
Keywords
Abstract
Paper
linguistic
,
blimp
,
lms
,
linguist-crafted templates
11:42
16/11/2020
Towards Debiasing NLU Models from Unknown Biases
Prasetya Ajie Utama
,
Nafise Sadat Moosavi
,
Iryna Gurevych
Keywords
Abstract
Paper
nlu tasks
,
nlu models
,
debiasing methods
,
self-debiasing framework
10:40
16/11/2020
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification
Prithviraj Sen
,
Marina Danilevsky
,
Yunyao Li
and
Siddhartha Brahma
,
Matthias Boehm
,
Laura Chiticariu
,
Rajasekar Krishnamurthy
Keywords
Abstract
Paper
interpretability models
,
sentence classification
,
le
,
human-machine models
9:42
16/11/2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph
Haozhe Ji
,
Pei Ke
,
Shaohan Huang
and
Furu Wei
,
Xiaoyan Zhu
,
Minlie Huang
Keywords
Abstract
Paper
text tasks
,
generation
,
commonsense-aware generation
,
generative models
10:56
16/11/2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data
Silei Xu
,
Sina Semnani
,
Giovanni Campagna
,
Monica Lam
Keywords
Abstract
Paper
database operations
,
automatic paraphrasing
,
autoqa
,
semantic parsers
11:56
16/11/2020
On the Sentence Embeddings from Pre-trained Language Models
Bohan Li
,
Hao Zhou
,
Junxian He
and
Mingxuan Wang
,
Yiming Yang
,
Lei Li
Keywords
Abstract
Paper
natural processing
,
semantic task
,
semantic tasks
,
pre-trained representations
9:11
16/11/2020
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers
Anne Lauscher
,
Vinit Ravishankar
,
Ivan Vulić
,
Goran Glavaš
Keywords
Abstract
Paper
zero-shot transfer
,
downstream transfer
,
resource-lean scenarios
,
pos tagging
11:45
16/11/2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task
Dongyeop Kang
,
Eduard Hovy
Keywords
Abstract
Paper
nlp tasks
,
guiding realization
,
paragraph task
,
content prediction
12:13
16/11/2020
Stepwise Extractive Summarization and Planning with Structured Transformers
Shashi Narayan
,
Joshua Maynez
,
Jakub Adamek
and
Daniele Pighin
,
Blaz Bratanic
,
Ryan McDonald
Keywords
Abstract
Paper
extractive summarization
,
stepwise summarization
,
sentence filtering
,
rotowire generation
11:56
16/11/2020
Unsupervised stance detection for arguments from consequences
Jonathan Kobbe
,
Ioana Hulpus
,
Heiner Stuckenschmidt
Keywords
Abstract
Paper
online deliberation
,
stance claims
,
unsupervised method
,
topic-specific models
11:46
16/11/2020
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Xi Ye
,
Qiaochu Chen
,
Xinyu Wang
and
Isil Dillig
,
Greg Durrett
Keywords
Abstract
Paper
regex synthesis
,
semantic parser
,
program synthesizer
,
neural systems
12:00
16/11/2020
Speakers Fill Lexical Semantic Gaps with Context
Tiago Pimentel
,
Rowan Hall Maudslay
,
Damian Blasi
,
Ryan Cotterell
Keywords
Abstract
Paper
bert-based ambiguity
,
human annotation
,
lexical ambiguity
,
ambiguous words
10:05
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