Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1808.09121
Cited By
v1
v2
v3 (latest)
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations
28 August 2018
Mohammad Taher Pilehvar
Jose Camacho-Collados
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations"
50 / 339 papers shown
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration
Feng Nie
Meixi Chen
Zhirui Zhang
Xuan Cheng
205
38
0
05 Dec 2022
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
Qihuang Zhong
Liang Ding
Yibing Zhan
Yu Qiao
Yonggang Wen
...
Yixin Chen
Xinbo Gao
Steven C. H. Hoi
Xiaoou Tang
Dacheng Tao
VLM
ELM
215
42
0
04 Dec 2022
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Shachar Don-Yehiya
Elad Venezian
Colin Raffel
Noam Slonim
Yoav Katz
Leshem Choshen
MoMe
282
60
0
02 Dec 2022
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Simone Conia
Edoardo Barba
Alessandro Sciré
Roberto Navigli
241
7
0
02 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Michal Guerquin
Noah A. Smith
Hannaneh Hajishirzi
Pradeep Dasigi
328
30
0
01 Dec 2022
On Measuring the Intrinsic Few-Shot Hardness of Datasets
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xinran Zhao
Shikhar Murty
Christopher D. Manning
161
5
0
16 Nov 2022
Zero-Label Prompt Selection
Chonghua Liao
Yanan Zheng
Zhilin Yang
VLM
140
8
0
09 Nov 2022
Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC
Ze Chen
Kangxu Wang
Zijian Cai
Jiewen Zheng
Jiarong He
Max Gao
Jason Zhang
MoE
148
3
0
07 Nov 2022
Where to start? Analyzing the potential value of intermediate models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Leshem Choshen
Elad Venezian
Shachar Don-Yehiya
Noam Slonim
Yoav Katz
MoMe
458
29
0
31 Oct 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
International Conference on Learning Representations (ICLR), 2022
Xiaoman Pan
Wenlin Yao
Hongming Zhang
Dian Yu
Dong Yu
Jianshu Chen
KELM
568
28
0
28 Oct 2022
On the Curious Case of
ℓ
2
\ell_2
ℓ
2
norm of Sense Embeddings
Yi Zhou
Danushka Bollegala
144
0
0
26 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization
IEEE Games Entertainment Media Conference (GEM), 2022
Frederic Kirstein
Jan Philip Wahle
Terry Ruas
Bela Gipp
292
6
0
26 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning
Jing Yi
Weize Chen
Yujia Qin
Yankai Lin
Ning Ding
Xu Han
Zhiyuan Liu
Maosong Sun
Jie Zhou
274
2
0
24 Oct 2022
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning
International Conference on Learning Representations (ICLR), 2022
Xiangyu Peng
Chen Xing
Prafulla Kumar Choubey
Chien-Sheng Wu
Caiming Xiong
VLM
294
14
0
23 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chenxi Whitehouse
Fenia Christopoulou
Ignacio Iacobacci
285
13
0
22 Oct 2022
Discovering Differences in the Representation of People using Contextualized Semantic Axes
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
L. Lucy
Divya Tadimeti
David Bamman
246
13
0
21 Oct 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yuxian Gu
Pei Ke
Xiaoyan Zhu
Shiyu Huang
ALM
226
19
0
17 Oct 2022
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qihuang Zhong
Liang Ding
Li Shen
Peng Mi
Juhua Liu
Bo Du
Dacheng Tao
AAML
171
56
0
11 Oct 2022
Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Haw-Shiuan Chang
Ruei-Yao Sun
Kathryn Ricci
Andrew McCallum
372
20
0
10 Oct 2022
XPrompt: Exploring the Extreme of Prompt Tuning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Fang Ma
Chen Zhang
Lei Ren
Jingang Wang
Qifan Wang
Wei Wu
Xiaojun Quan
Dawei Song
VLM
274
49
0
10 Oct 2022
Language Models are Multilingual Chain-of-Thought Reasoners
International Conference on Learning Representations (ICLR), 2022
Freda Shi
Mirac Suzgun
Markus Freitag
Xuezhi Wang
Suraj Srivats
...
Yi Tay
Sebastian Ruder
Denny Zhou
Dipanjan Das
Jason W. Wei
ReLM
LRM
587
501
0
06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
631
132
0
06 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Seonghyeon Ye
Joel Jang
Doyoung Kim
Yongrae Jo
Minjoon Seo
VLM
263
3
0
06 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
International Conference on Learning Representations (ICLR), 2022
Seonghyeon Ye
Doyoung Kim
Joel Jang
Joongbo Shin
Minjoon Seo
FedML
VLM
UQCV
LRM
448
25
0
06 Oct 2022
Ask Me Anything: A simple strategy for prompting language models
International Conference on Learning Representations (ICLR), 2022
Simran Arora
A. Narayan
Mayee F. Chen
Laurel J. Orr
Neel Guha
Kush S. Bhatia
Ines Chami
Frederic Sala
Christopher Ré
ReLM
LRM
640
256
0
05 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zhenhailong Wang
Xiaoman Pan
Dian Yu
Dong Yu
Jianshu Chen
Heng Ji
VLM
271
11
0
01 Oct 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models
International Conference on Computational Linguistics (COLING), 2022
Zichun Yu
Tianyu Gao
Zhengyan Zhang
Yankai Lin
Zhiyuan Liu
Maosong Sun
Jie Zhou
VLM
LRM
122
2
0
20 Sep 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media
International Conference on Computational Linguistics (COLING), 2022
Daniel Loureiro
Aminette D'Souza
Areej Muhajab
Isabella A. White
Gabriel Wong
Luis Espinosa Anke
Leonardo Neves
Francesco Barbieri
Jose Camacho-Collados
177
27
0
15 Sep 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Yile Wang
Yue Zhang
174
6
0
20 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Jun Shern Chan
Michael Pieler
Jonathan Jao
Jérémy Scheurer
Ethan Perez
462
6
0
01 Aug 2022
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Thang M. Pham
Seunghyun Yoon
Trung Bui
Anh Totti Nguyen
350
7
0
19 Jul 2022
Rationale-Augmented Ensembles in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Denny Zhou
ReLM
LRM
241
136
0
02 Jul 2022
Emergent Abilities of Large Language Models
Jason W. Wei
Yi Tay
Rishi Bommasani
Colin Raffel
Barret Zoph
...
Tatsunori Hashimoto
Oriol Vinyals
Abigail Z. Jacobs
J. Dean
W. Fedus
ELM
ReLM
LRM
532
3,141
0
15 Jun 2022
Language Models are General-Purpose Interfaces
Y. Hao
Haoyu Song
Li Dong
Shaohan Huang
Zewen Chi
Wenhui Wang
Shuming Ma
Furu Wei
MLLM
220
110
0
13 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qinyuan Ye
Juan Zha
Xiang Ren
MoE
302
16
0
25 May 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Akari Asai
Mohammadreza Salehi
Matthew E. Peters
Hannaneh Hajishirzi
394
122
0
24 May 2022
Instruction Induction: From Few Examples to Natural Language Task Descriptions
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Or Honovich
Uri Shaham
Samuel R. Bowman
Omer Levy
ELM
LRM
484
180
0
22 May 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Neural Information Processing Systems (NeurIPS), 2022
Haokun Liu
Derek Tam
Mohammed Muqeeth
Jay Mohta
Tenghao Huang
Joey Tianyi Zhou
Colin Raffel
458
1,172
0
11 May 2022
Richer Countries and Richer Representations
Findings (Findings), 2022
Kaitlyn Zhou
Kawin Ethayarajh
Dan Jurafsky
175
9
0
10 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Kaitlyn Zhou
Kawin Ethayarajh
Dallas Card
Dan Jurafsky
201
86
0
10 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Mingda Chen
Jingfei Du
Ramakanth Pasunuru
Todor Mihaylov
Srini Iyer
Ves Stoyanov
Zornitsa Kozareva
SSL
AI4MH
310
79
0
03 May 2022
Prompt Consistency for Zero-Shot Task Generalization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chunting Zhou
Junxian He
Xuezhe Ma
Taylor Berg-Kirkpatrick
Graham Neubig
VLM
371
86
0
29 Apr 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
Shashank Gupta
Subhabrata Mukherjee
K. Subudhi
Eduardo Gonzalez
Damien Jose
Ahmed Hassan Awadallah
Jianfeng Gao
MoE
155
57
0
16 Apr 2022
KOBEST: Korean Balanced Evaluation of Significant Tasks
International Conference on Computational Linguistics (COLING), 2022
Dohyeong Kim
Myeongjun Jang
D. Kwon
Eric Davis
ALM
221
40
0
09 Apr 2022
Fusing finetuned models for better pretraining
Leshem Choshen
Elad Venezian
Noam Slonim
Yoav Katz
FedML
AI4CE
MoMe
338
110
0
06 Apr 2022
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Rabeeh Karimi Mahabadi
Luke Zettlemoyer
James Henderson
Marzieh Saeidi
Lambert Mathias
Ves Stoyanov
Majid Yazdani
VLM
212
76
0
03 Apr 2022
Word Order Does Matter (And Shuffled Language Models Know It)
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Vinit Ravishankar
Mostafa Abdou
Artur Kulmizev
Anders Søgaard
196
49
0
21 Mar 2022
Better Language Model with Hypernym Class Prediction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Richard He Bai
Tong Wang
Alessandro Sordoni
Peng Shi
240
17
0
21 Mar 2022
An Analysis of Negation in Natural Language Understanding Corpora
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Md Mosharaf Hossain
Dhivya Chinnappa
Eduardo Blanco
195
50
0
16 Mar 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yi Zhou
Masahiro Kaneko
Danushka Bollegala
293
26
0
14 Mar 2022
Previous
1
2
3
4
5
6
7
Next
Page 5 of 7
