Title
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 43 19 0 20 Apr 2022
Exploring Dual Encoder Architectures for Question Answering Zhe Dong Jianmo Ni Daniel M. Bikel Enrique Alfonseca Yuanjin Wang Chen Qu I. Zitouni 29 16 0 14 Apr 2022
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning Eric Jang A. Irpan Mohi Khansari Daniel Kappler F. Ebert Corey Lynch Sergey Levine Chelsea Finn LM&Ro 72 520 0 04 Feb 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 39 28 0 31 Jan 2022
Language Model-Based Paired Variational Autoencoders for Robotic Language Learning Ozan Ozdemir Matthias Kerzel C. Weber Jae Hee Lee S. Wermter LM&Ro 20 6 0 17 Jan 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 27 38 0 21 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 38 434 0 15 Dec 2021
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings Kalpesh Krishna Deepak Nathani Xavier Garcia Bidisha Samanta Partha P. Talukdar 45 24 0 14 Oct 2021
Cross-lingual COVID-19 Fake News Detection Jiangshu Du Yingtong Dou Congying Xia Limeng Cui Jing Ma Philip S. Yu 34 36 0 13 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei Zhao Steffen Eger 33 24 0 08 Oct 2021
A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings Ismail Aslan Y. Topcu 32 0 0 02 Oct 2021
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces Francesco Sovrano F. Vitali 48 14 0 02 Oct 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Ivan Vulić Pei-hao Su Sam Coope D. Gerz Paweł Budzianowski I. Casanueva Nikola Mrkvsić Tsung-Hsien Wen 27 36 0 21 Sep 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah 36 1 0 15 Sep 2021
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability Francesco Sovrano F. Vitali 42 30 0 11 Sep 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations Ziyi Yang Yinfei Yang Daniel Cer Eric F. Darve 38 23 0 10 Sep 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 34 4 0 09 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei Zhao Jingming Liu 40 14 0 01 Sep 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed 92 118 0 31 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 63 529 0 19 Aug 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 41 514 0 24 May 2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapilíková Mikel Artetxe Gorka Labaka Eneko Agirre Ondrej Bojar SSL 24 36 0 21 May 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 278 977 0 17 Apr 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 21 35 0 17 Apr 2021
Detecting Escalation Level from Speech with Transfer Learning and Acoustic-Lexical Information Fusion Ziang Zhou Yanze Xu Ming Li 47 1 0 13 Apr 2021
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 24 57 0 28 Dec 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 34 25 0 23 Oct 2020
Multifaceted Context Representation using Dual Attention for Ontology Alignment Vivek Iyer Arvind Agarwal Harshit Kumar 25 17 0 16 Oct 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 208 243 0 16 Oct 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rucklé Jonas Pfeiffer Iryna Gurevych 27 37 0 02 Oct 2020
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation Yinfei Yang Ning Jin Kuo Lin Mandy Guo Daniel Cer 24 31 0 29 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 21 86 0 28 Sep 2020
Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic Anna M. Kruspe Matthias Häberle Iona Kuhn Xiaoxiang Zhu 8 60 0 27 Aug 2020
Language Conditioned Imitation Learning over Unstructured Data Corey Lynch P. Sermanet LM&Ro 40 243 0 15 May 2020
Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 16 15 0 06 May 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Cer Qinlan Shen Noah Constant LRM 41 46 0 05 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 26 63 0 03 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 17 308 0 01 May 2020
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation Ji Ma I. Korotkov Yinfei Yang Keith B. Hall Ryan T. McDonald RALM 25 32 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 41 12 0 29 Apr 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 454 0 10 Mar 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 29 28 0 10 Nov 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 33 13 0 25 Oct 2019