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Enabling Language Models to Fill in the Blanks
v1v2 (latest)

Enabling Language Models to Fill in the Blanks

11 May 2020
Chris Donahue
Mina Lee
Abigail Z. Jacobs
ArXiv (abs)PDFHTML

Papers citing "Enabling Language Models to Fill in the Blanks"

50 / 124 papers shown
GENIUS: Sketch-based Language Model Pre-training via Extreme and
  Selective Masking for Text Generation and Augmentation
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation
Biyang Guo
Yeyun Gong
Yelong Shen
Songqiao Han
Hailiang Huang
Nan Duan
Weizhu Chen
VLM
189
23
0
18 Nov 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating
  Models to Reflect Conflicting Evidence
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting EvidenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hung-Ting Chen
Michael J.Q. Zhang
Eunsol Choi
RALMHILM
318
127
0
25 Oct 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative
  Poetry Writing
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry WritingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tuhin Chakrabarty
Vishakh Padmakumar
Hengxing He
208
96
0
25 Oct 2022
Towards Better Few-Shot and Finetuning Performance with Forgetful Causal
  Language Models
Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models
Hao Liu
Xinyang Geng
Lisa Lee
Igor Mordatch
Sergey Levine
Sharan Narang
Pieter Abbeel
KELMCLL
253
3
0
24 Oct 2022
Correcting Diverse Factual Errors in Abstractive Summarization via
  Post-Editing and Language Model Infilling
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model InfillingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Vidhisha Balachandran
Hannaneh Hajishirzi
William W. Cohen
Yulia Tsvetkov
HILMKELM
299
57
0
22 Oct 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining
  Perspective
Attribution and Obfuscation of Neural Text Authorship: A Data Mining PerspectiveSIGKDD Explorations (SIGKDD Explor.), 2022
Adaku Uchendu
Thai Le
Dongwon Lee
DeLMO
290
51
0
19 Oct 2022
Controllable Fake Document Infilling for Cyber Deception
Controllable Fake Document Infilling for Cyber DeceptionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yibo Hu
Yu Lin
Eric Parolin
Latif Khan
Kevin W. Hamlen
143
8
0
18 Oct 2022
Robust Preference Learning for Storytelling via Contrastive
  Reinforcement Learning
Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning
Louis Castricato
Alexander Havrilla
Shahbuland Matiana
Michael Pieler
Anbang Ye
Ian Yang
Spencer Frazier
Mark O. Riedl
319
13
0
14 Oct 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous
  Information Networks
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information NetworksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zequn Liu
Kefei Duan
Junwei Yang
Hanwen Xu
Ming Zhang
Sheng Wang
MoE
176
0
0
14 Oct 2022
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text
  Generation Models
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Steven Y. Feng
Vivek Khetan
Bogdan Sacaleanu
A. Gershman
Eduard H. Hovy
LRM
161
14
0
09 Oct 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases
Data Feedback Loops: Model-driven Amplification of Dataset BiasesInternational Conference on Machine Learning (ICML), 2022
Rohan Taori
Tatsunori B. Hashimoto
336
59
0
08 Sep 2022
PEER: A Collaborative Language Model
PEER: A Collaborative Language ModelInternational Conference on Learning Representations (ICLR), 2022
Timo Schick
Jane Dwivedi-Yu
Zhengbao Jiang
Fabio Petroni
Patrick Lewis
Gautier Izacard
Qingfei You
Christoforos Nalmpantis
Edouard Grave
Sebastian Riedel
ALM
262
104
0
24 Aug 2022
A Systematic Evaluation of Response Selection for Open Domain Dialogue
A Systematic Evaluation of Response Selection for Open Domain DialogueSIGDIAL Conferences (SIGDIAL), 2022
Behnam Hedayatnia
Di Jin
Yang Liu
Dilek Z. Hakkani-Tür
134
12
0
08 Aug 2022
Creative Wand: A System to Study Effects of Communications in
  Co-Creative Settings
Creative Wand: A System to Study Effects of Communications in Co-Creative SettingsArtificial Intelligence and Interactive Digital Entertainment Conference (AIIDE), 2022
Zhiyu Lin
Rohan Agarwal
Mark O. Riedl
144
12
0
04 Aug 2022
Efficient Training of Language Models to Fill in the Middle
Efficient Training of Language Models to Fill in the Middle
Mohammad Bavarian
Heewoo Jun
Nikolas Tezak
John Schulman
C. McLeavey
Jerry Tworek
Mark Chen
197
253
0
28 Jul 2022
SC-Ques: A Sentence Completion Question Dataset for English as a Second
  Language Learners
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language LearnersInternational Conference on Intelligent Tutoring Systems (ITS), 2022
Qiongqiong Liu
Yaying Huang
Zitao Liu
Shuyan Huang
Jiahao Chen
Xiangyu Zhao
Guimin Lin
Yuyu Zhou
Weiqing Luo
137
1
0
24 Jun 2022
A Langevin-like Sampler for Discrete Distributions
A Langevin-like Sampler for Discrete DistributionsInternational Conference on Machine Learning (ICML), 2022
Ruqi Zhang
Xingchao Liu
Qiang Liu
BDL
160
46
0
20 Jun 2022
The Case for a Single Model that can Both Generate Continuations and
  Fill in the Blank
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank
Daphne Ippolito
Liam Dugan
Emily Reif
Ann Yuan
Andy Coenen
Chris Callison-Burch
142
2
0
09 Jun 2022
Diffusion-LM Improves Controllable Text Generation
Diffusion-LM Improves Controllable Text GenerationNeural Information Processing Systems (NeurIPS), 2022
Xiang Lisa Li
John Thickstun
Ishaan Gulrajani
Abigail Z. Jacobs
Tatsunori B. Hashimoto
AI4CE
507
1,095
0
27 May 2022
Computational Storytelling and Emotions: A Survey
Computational Storytelling and Emotions: A Survey
Yusuke Mori
Hiroaki Yamane
Yusuke Mukuta
Tatsuya Harada
249
4
0
23 May 2022
Phrase-level Textual Adversarial Attack with Label Preservation
Phrase-level Textual Adversarial Attack with Label Preservation
Yibin Lei
Yu Cao
Dianqi Li
Wanrong Zhu
Meng Fang
Mykola Pechenizkiy
AAML
197
27
0
22 May 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data
  Augmentation
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
Prakhar Gupta
Harsh Jhamtani
Jeffrey P. Bigham
243
13
0
19 May 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study
  in Hate Speech Detection
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech DetectionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Esma Balkir
I. Nejadgholi
Kathleen C. Fraser
S. Kiritchenko
FAtt
188
30
0
06 May 2022
Semantically Informed Slang Interpretation
Semantically Informed Slang InterpretationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zhewei Sun
R. Zemel
Yang Xu
163
8
0
02 May 2022
Chinese Idiom Paraphrasing
Chinese Idiom ParaphrasingTransactions of the Association for Computational Linguistics (TACL), 2022
Jipeng Qiang
Yang Li
Chaowei Zhang
Yun Li
Yunhao Yuan
Yi Zhu
Xin Wu
158
10
0
15 Apr 2022
InCoder: A Generative Model for Code Infilling and Synthesis
InCoder: A Generative Model for Code Infilling and SynthesisInternational Conference on Learning Representations (ICLR), 2022
Daniel Fried
Armen Aghajanyan
Jessy Lin
Sida I. Wang
Eric Wallace
Freda Shi
Ruiqi Zhong
Anuj Kumar
Luke Zettlemoyer
M. Lewis
SyDa
339
798
0
12 Apr 2022
Language modeling via stochastic processes
Language modeling via stochastic processesInternational Conference on Learning Representations (ICLR), 2022
Rose E. Wang
Esin Durmus
Noah D. Goodman
Tatsunori Hashimoto
BDLAI4TS
228
28
0
21 Mar 2022
Faking Fake News for Real Fake News Detection: Propaganda-loaded
  Training Data Generation
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Kung-Hsiang Huang
Kathleen McKeown
Preslav Nakov
Yejin Choi
Heng Ji
246
72
0
10 Mar 2022
COMPASS: a Creative Support System that Alerts Novelists to the
  Unnoticed Missing Contents
COMPASS: a Creative Support System that Alerts Novelists to the Unnoticed Missing ContentsComputer Speech and Language (CSL), 2022
Yusuke Mori
Hiroaki Yamane
Ryohei Shimizu
Yusuke Mukuta
Tatsuya Harada
155
6
0
26 Feb 2022
Self-Training: A Survey
Self-Training: A SurveyNeurocomputing (Neurocomputing), 2022
Massih-Reza Amini
Vasilii Feofanov
Loïc Pauletto
Lies Hadjadj
Emilie Devijver
Yury Maximov
SSL
532
150
0
24 Feb 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin
  Dynamics
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsNeural Information Processing Systems (NeurIPS), 2022
Lianhui Qin
Sean Welleck
Daniel Khashabi
Yejin Choi
AI4CE
339
181
0
23 Feb 2022
Goal-Directed Story Generation: Augmenting Generative Language Models
  with Reinforcement Learning
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning
Amal Alabdulkarim
W. Li
Lara J. Martin
Mark O. Riedl
147
25
0
16 Dec 2021
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue
  Evaluation
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation
Chen Zhang
L. F. D’Haro
Thomas Friedrichs
Haizhou Li
ELM
151
22
0
14 Dec 2021
Controlled Cue Generation for Play Scripts
Controlled Cue Generation for Play Scripts
Alara Dirik
Hilal Donmez
Pinar Yanardag
111
3
0
13 Dec 2021
Machine-in-the-Loop Rewriting for Creative Image Captioning
Machine-in-the-Loop Rewriting for Creative Image Captioning
Vishakh Padmakumar
He He
183
18
0
07 Nov 2021
Conformal prediction for text infilling and part-of-speech prediction
Conformal prediction for text infilling and part-of-speech predictionThe New England Journal of Statistics in Data Science (JNESDS), 2021
N. Dey
Jing Ding
Jack G. Ferrell
Carolina Kapper
Maxwell Lovig
Emiliano Planchon
Jonathan P. Williams
UQLM
293
22
0
04 Nov 2021
Template Filling for Controllable Commonsense Reasoning
Template Filling for Controllable Commonsense ReasoningInternational Joint Conference on Natural Language Processing (IJCNLP), 2021
Dheeraj Rajagopal
Vivek Khetan
Bogdan Sacaleanu
A. Gershman
Andy E. Fano
Eduard H. Hovy
BDLLRM
147
6
0
31 Oct 2021
SpliceOut: A Simple and Efficient Audio Augmentation Method
SpliceOut: A Simple and Efficient Audio Augmentation Method
Arjit Jain
Pranay Reddy Samala
Deepak Mittal
Preethi Jyothi
M. Singh
448
13
0
30 Sep 2021
Automatic Generation of Word Problems for Academic Education via Natural
  Language Processing (NLP)
Automatic Generation of Word Problems for Academic Education via Natural Language Processing (NLP)
Stanley Uros Keller
102
7
0
27 Sep 2021
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text
  Generation
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation
Marzena Karpinska
Nader Akoury
Mohit Iyyer
634
121
0
14 Sep 2021
Euphemistic Phrase Detection by Masked Language Model
Euphemistic Phrase Detection by Masked Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Wanzheng Zhu
S. Bhat
154
29
0
10 Sep 2021
C5T5: Controllable Generation of Organic Molecules with Transformers
C5T5: Controllable Generation of Organic Molecules with Transformers
D. Rothchild
Alex Tamkin
Julie H. Yu
Ujval Misra
Joseph E. Gonzalez
203
32
0
23 Aug 2021
Language Model Augmented Relevance Score
Language Model Augmented Relevance Score
Ruibo Liu
Jason W. Wei
Soroush Vosoughi
139
11
0
19 Aug 2021
Variable-Length Music Score Infilling via XLNet and Musically
  Specialized Positional Encoding
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional EncodingInternational Society for Music Information Retrieval Conference (ISMIR), 2021
Chin-Jui Chang
Chun-Yi Lee
Yi-Hsuan Yang
162
25
0
11 Aug 2021
Sentence Semantic Regression for Text Generation
Sentence Semantic Regression for Text Generation
Wei Wang
Pijian Li
Haitao Zheng
LRM
102
1
0
06 Aug 2021
Solving ESL Sentence Completion Questions via Pre-trained Neural
  Language Models
Solving ESL Sentence Completion Questions via Pre-trained Neural Language ModelsInternational Conference on Artificial Intelligence in Education (AIED), 2021
Qiongqiong Liu
Tianqiao Liu
Jiafu Zhao
Qiang Fang
Wenbiao Ding
Zhongqin Wu
Xiwei Xu
Shucheng Zhou
Zitao Liu
AI4Ed
47
2
0
15 Jul 2021
Inspiration through Observation: Demonstrating the Influence of
  Automatically Generated Text on Creative Writing
Inspiration through Observation: Demonstrating the Influence of Automatically Generated Text on Creative WritingInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2021
Melissa Roemmele
123
25
0
08 Jul 2021
Toward Diverse Precondition Generation
Toward Diverse Precondition Generation
Heeyoung Kwon
Nathanael Chambers
Niranjan Balasubramanian
165
3
0
14 Jun 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks
Prompting Contrastive Explanations for Commonsense Reasoning TasksFindings (Findings), 2021
Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
ReLMLRM
184
74
0
12 Jun 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking
  and Evaluation
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationFindings (Findings), 2021
Prakhar Gupta
Yulia Tsvetkov
Jeffrey P. Bigham
194
25
0
10 Jun 2021
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