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Ask the Right Questions: Active Question Reformulation with Reinforcement Learning

22 May 2017

Christian Buck

Jannis Bulian

Massimiliano Ciaramita

Papers citing "Ask the Right Questions: Active Question Reformulation with Reinforcement Learning"

50 / 92 papers shown

Title
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The Curious Language Model: Strategic Test-Time Information Acquisition Michael Cooper Rohan Wadhawan John Michael Giorgi Chenhao Tan Davis Liang 202 1 0 10 Jun 2025
SCAR: Shapley Credit Assignment for More Efficient RLHF Meng Cao Shuyuan Zhang Xiao-Wen Chang Doina Precup 345 4 0 26 May 2025
Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction Wei Shen Xiaonan He Chuheng Zhang Xuyun Zhang Xiaolong Xu Wanchun Dou 141 0 0 24 May 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM 3DV ReLM 392 23 0 24 Jan 2025
Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query PerspectiveSIGKDD Explorations (SIGKDD Explor.), 2024 Lihui Liu Zihao Wang Hanghang Tong NAI 244 12 0 30 Nov 2024
Improving Generalization in Visual Reasoning via Self-Ensemble Tien-Huy Nguyen Quang-Khai Tran Anh-Tuan Quang-Hoang VLM LRM 270 10 0 28 Oct 2024
Improving Long Text Understanding with Knowledge Distilled from Summarization Model Yan Liu Yazheng Yang Xiaokang Chen VLM RALM 237 2 0 08 May 2024
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology Shashi Kant Gupta Aditya Basu Bradley Taylor Anai N. Kothari Hrituraj Singh RALM 138 4 0 10 Apr 2024
ALaRM: Align Language Models via Hierarchical Rewards ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Yuhang Lai Siyuan Wang Shujun Liu Xuanjing Huang Zhongyu Wei 264 8 0 11 Mar 2024
PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning Songsong Tian Lusi Li Weijun Li Hang Ran Li Li Xin Ning CLL VLM 189 4 0 26 Jan 2024
Reinforcement Learning for Conversational Question Answering over Knowledge Graph Mi Wu RALM 135 1 0 16 Jan 2024
Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation Meng Cao Lei Shu Lei Yu Yun Zhu Nevan Wichers Yinxiao Liu Lei Meng OffRL ALM 309 15 0 14 Jan 2024
Conversational Question Answering with Reformulations over Knowledge Graph Lihui Liu Blaine Hill Boxin Du Fei Wang Hanghang Tong 209 6 0 27 Dec 2023
Successor Features for Efficient Multisubject Controlled Text Generation Mengyao Cao Mehdi Fatemi Jackie Chi Kit Cheung Samira Shabanian BDL 140 0 0 03 Nov 2023
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 362 8 0 20 Oct 2023
Review of Large Vision Models and Visual Prompt Engineering Yuan Liu Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Hongtu Zhu Tianming Liu Shu Zhang VLM LRM 301 207 0 03 Jul 2023
Answering Unanswered Questions through Semantic Reformulations in Spoken QAAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Pedro Faustini Zhiyu Zoey Chen B. Fetahu Oleg Rokhlenko S. Malmasi KELM 234 2 0 27 May 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 254 482 0 15 Feb 2023
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising Rishabh Gupta Venktesh V. Mukesh Mohania Vikram Goyal 117 1 0 06 Feb 2023
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral SituationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Valentina Pyatkin Jena D. Hwang Vivek Srikumar Ximing Lu Liwei Jiang Yejin Choi Chandra Bhagavatula 298 44 0 20 Dec 2022
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOSInternational Conference on Information and Knowledge Management (CIKM), 2022 Wei Shen Xiaonan He Wei Shen Xuyun Zhang Jian Xie 104 6 0 05 Dec 2022
Reinforced Question Rewriting for Conversational Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhiyu Zoey Chen Jie Zhao Anjie Fang B. Fetahu Oleg Rokhlenko S. Malmasi 151 37 0 27 Oct 2022
Decoding a Neural Retriever's Latent Space for Query SuggestionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Leonard Adolphs Michelle Chen Huebscher Christian Buck Sertan Girgin Olivier Bachem Massimiliano Ciaramita Thomas Hofmann RALM 192 9 0 21 Oct 2022
Measuring and Narrowing the Compositionality Gap in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 699 926 0 07 Oct 2022
Zero-Shot Retrieval with Search Agents and Hybrid Environments Michelle Chen Huebscher Christian Buck Massimiliano Ciaramita S. Rothe 319 9 0 30 Sep 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using LanguageInternational Conference on Machine Learning (ICML), 2022 Iou-Jen Liu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer Alex Schwing RALM 247 13 0 12 May 2022
Can Question Rewriting Help Conversational Question Answering?First Workshop on Insights from Negative Results in NLP (IFNRN), 2022 Etsuko Ishii Yan Xu Samuel Cahyawijaya Bryan Wilie 238 12 0 13 Apr 2022
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems Zhongkai Sun Sixing Lu Chengyuan Ma Xiaohu Liu Chenlei Guo 102 3 0 22 Feb 2022
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Jiawen Zhang Abhijit Mishra Avinesh P.V.S Siddharth Patwardhan Sachin Agarwal 154 1 0 09 Feb 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Zeqiu Wu Yi Luan Hannah Rashkin David Reitter Hannaneh Hajishirzi Mari Ostendorf Gaurav Singh Tomar LRM 213 97 0 16 Dec 2021
Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization Wenshu Fan Yazheng Yang 157 6 0 10 Oct 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering Siddhant Garg Alessandro Moschitti 153 29 0 14 Sep 2021
Boosting Search Engines with Interactive Agents Leonard Adolphs Benjamin Boerschinger Christian Buck Michelle Chen Huebscher Massimiliano Ciaramita ... Thomas Hofmann Yannic Kilcher Sascha Rothe Pier Giuseppe Sessa Lierni Sestorain Saralegui LLMAG 320 24 0 01 Sep 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing Surveys (CSUR), 2021 Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 765 4,818 0 28 Jul 2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Gangwoo Kim Hyunjae Kim Jungsoo Park Jaewoo Kang 185 42 0 22 Jun 2021
High-Quality Diversification for Task-Oriented Dialogue SystemsFindings (Findings), 2021 Zhiwen Tang Hrishikesh Kulkarni Grace Hui Yang 195 11 0 02 Jun 2021
Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge GraphsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Magdalena Kaiser Rishiraj Saha Roy Gerhard Weikum 144 58 0 11 May 2021
BERTese: Learning to Speak to BERTConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Adi Haviv Jonathan Berant Amir Globerson 394 132 0 09 Mar 2021
Neural Methods for Effective, Efficient, and Exposure-Aware Information RetrievalSIGIR Forum (SIGIR), 2020 Bhaskar Mitra 231 6 0 21 Dec 2020
Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning Jerry Zikun Chen S. Yu Haoran Wang 882 5 0 18 Dec 2020
Interactive Question Clarification in Dialogue via Reinforcement LearningInternational Conference on Computational Linguistics (COLING), 2020 Xiang Hu Zujie Wen Yafang Wang Xiaolong Li Gerard de Melo 140 6 0 17 Dec 2020
Stronger Transformers for Neural Multi-Hop Question Generation Devendra Singh Sachan Lingfei Wu Mrinmaya Sachan William L. Hamilton 137 8 0 22 Oct 2020
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization Tiezheng Yu Jane Polak Scowcroft Wenliang Dai Pascale Fung 152 5 0 19 Oct 2020
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Tushar Khot Daniel Khashabi Kyle Richardson Peter Clark Ashish Sabharwal ReLM 207 92 0 01 Sep 2020
Optimizing AD Pruning of Sponsored Search with Reinforcement Learning Yijiang Lian Zhijie Chen Xin Pei Shuang Li Yifei Wang ... Liang Yuan Hanju Guan Ke-feng Zhang Zhigang Li Xiaochun Liu 158 4 0 05 Aug 2020
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra V. Hegde Shrikumar Patil LRM 154 41 0 09 Jun 2020

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Ask the Right Questions: Active Question Reformulation with Reinforcement Learning

Papers citing "Ask the Right Questions: Active Question Reformulation with Reinforcement Learning"