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Triple-Encoders: Representations That Fire Together, Wire Together

19 February 2024

Gerasimos Spanakis

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Papers citing "Triple-Encoders: Representations That Fire Together, Wire Together"

23 / 23 papers shown

Title
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation Adam Bouyamourn 152 17 0 23 Oct 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 147 417 0 07 Aug 2023
MidMed: Towards Mixed-Type Dialogues for Medical Consultation Xiaoming Shi Zeming Liu Chuan Wang Haitao Leng Kui Xue Xiaofan Zhang Shaoting Zhang LM&MA MedIm 67 12 0 05 Jun 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations James Y. Huang Wenlin Yao Kaiqiang Song Hongming Zhang Muhao Chen Dong Yu 54 6 0 24 May 2023
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System Tong Zhang Yong Liu Boyang Albert Li Zhiwei Zeng Pengwei Wang Yuan You Steven C. H. Hoi Li-zhen Cui 103 13 0 02 Feb 2023
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning Justus-Jonas Erker Stefan Schaffer Gerasimos Spanakis 77 1 0 14 Nov 2022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 112 417 0 02 Dec 2021
A Statutory Article Retrieval Dataset in French Antoine Louis Gerasimos Spanakis RALM AILaw 48 43 0 26 Aug 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 97 294 0 08 Mar 2021
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 138 1,380 0 27 Apr 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 102 200 0 09 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 201 1,527 0 01 Nov 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring Samuel Humeau Kurt Shuster Marie-Anne Lachaux Jason Weston 138 287 0 22 Apr 2019
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model Florian Mai Lukas Galke A. Scherp 40 14 0 18 Feb 2019
Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems Xiujun Li Yu Wang Siqi Sun Sarah Panda Jingjing Liu Jianfeng Gao LMTD 53 104 0 29 Jul 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? Saizheng Zhang Emily Dinan Jack Urbanek Arthur Szlam Douwe Kiela Jason Weston 127 1,465 0 22 Jan 2018
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset Yanran Li Hui Su Xiaoyu Shen Wenjie Li Ziqiang Cao Shuzi Niu 78 1,305 0 11 Oct 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 184 697 0 07 Mar 2017
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 122 638 0 07 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013