Richard Socher

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2009–2021

Best venue rank

Where they publish

Papers

86 indexed papers, newest first.

Year	Venue	Title	Authors
2021	CVPR	WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos.	Mingfei Gao, Yingbo Zhou, Ran Xu, Richard Socher, Caiming Xiong
2021	EMNLP	GeDi: Generative Discriminator Guided Sequence Generation.	Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani
2021	ICLR	GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing.	Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir R. Radev, Richard Socher, Caiming Xiong
2021	ICLR	BERTology Meets Biology: Interpreting Attention in Protein Language Models.	Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani
2021	ICML	Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization.	Stanislaw Jastrzebski, Devansh Arpit, Oliver strand, Giancarlo Kerg, Huan Wang, Caiming Xiong, Richard Socher, Kyunghyun Cho, Krzysztof J. Geras
2021	NAACL	DART: Open-Domain Structured Data Record to Text Generation.	Linyong Nan, Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani
2020	ACL	ERASER: A Benchmark to Evaluate Rationalized NLP Models.	Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric P. Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
2020	ACL	Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.	Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020	ACL	ESPRIT: Explaining Solutions to Physical Reasoning Tasks.	Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev
2020	ACL	It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations.	Samson Tan, Shafiq R. Joty, Min-Yen Kan, Richard Socher
2020	ACL	Photon: A Robust Cross-Domain Text-to-SQL System.	Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King
2020	AISTATS	Assessing Local Generalization Capability in Deep Models.	Huan Wang, Nitish Shirish Keskar, Caiming Xiong, Richard Socher
2020	CVPR	Learning From Noisy Anchors for One-Stage Object Detection.	Hengduo Li, Zuxuan Wu, Chen Zhu, Caiming Xiong, Richard Socher, Larry S. Davis
2020	EMNLP	The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs.	Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher
2020	EMNLP	Evaluating the Factual Consistency of Abstractive Text Summarization.	Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher
2020	EMNLP	Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing.	Xi Victoria Lin, Richard Socher, Caiming Xiong
2020	EMNLP	TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue.	Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
2020	EMNLP	Composed Variational Natural Language Generation for Few-shot Intents.	Congying Xia, Caiming Xiong, Philip S. Yu, Richard Socher
2020	EMNLP	Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging.	Semih Yavuz, Kazuma Hashimoto, Wenhao Liu, Nitish Shirish Keskar, Richard Socher, Caiming Xiong
2020	EMNLP	Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start.	Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
2020	EMNLP	Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference.	Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
2020	ICLR	Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering.	Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, Caiming Xiong
2020	ICLR	Non-Autoregressive Dialog State Tracking.	Hung Le, Richard Socher, Steven C. H. Hoi
2020	ICLR	DivideMix: Learning with Noisy Labels as Semi-supervised Learning.	Junnan Li, Richard Socher, Steven C. H. Hoi
2020	ICLR	Tree-Structured Attention with Hierarchical Accumulation.	Xuan-Phi Nguyen, Shafiq R. Joty, Steven C. H. Hoi, Richard Socher
2020	ICML	Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills.	Victor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Gir-i-Nieto, Jordi Torres
2020	Interspeech	An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition.	Weiran Wang, Guangsen Wang, Aadyot Bhatnagar, Yingbo Zhou, Caiming Xiong, Richard Socher
2020	ITA	Limits of Detecting Text Generated by Large-Scale Language Models.	Lav R. Varshney, Nitish Shirish Keskar, Richard Socher
2019	ACL	Explain Yourself! Leveraging Language Models for Commonsense Reasoning.	Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher
2019	ACL	Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems.	Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
2019	ACL	SParC: Cross-Domain Semantic Parsing in Context.	Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir R. Radev
2019	CVPR	AdaFrame: Adaptive Frame Selection for Fast Video Recognition.	Zuxuan Wu, Caiming Xiong, Chih-Yao Ma, Richard Socher, Larry S. Davis
2019	EMNLP	WSLLN: Weakly Supervised Natural Language Localization Networks.	Mingfei Gao, Larry Davis, Richard Socher, Caiming Xiong
2019	EMNLP	Neural Text Summarization: A Critical Evaluation.	Wojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, Caiming Xiong, Richard Socher
2019	EMNLP	CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases.	Tao Yu, Rui Zhang, Heyang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander R. Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S. Lasecki, Dragomir R. Radev
2019	EMNLP	Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions.	Rui Zhang, Tao Yu, Heyang Er, Sungrok Shim, Eric Xue, Xi Victoria Lin, Tianze Shi, Caiming Xiong, Richard Socher, Dragomir R. Radev
2019	ICCV	StartNet: Online Detection of Action Start in Untrimmed Videos.	Mingfei Gao, Mingze Xu, Larry Davis, Richard Socher, Caiming Xiong
2019	ICLR	A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation.	Akhilesh Gotmare, Nitish Shirish Keskar, Caiming Xiong, Richard Socher
2019	ICLR	Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation.	Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
2019	ICLR	Competitive experience replay.	Hao Liu, Alexander Trott, Richard Socher, Caiming Xiong
2019	ICLR	Self-Monitoring Navigation Agent via Auxiliary Progress Estimation.	Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong
2019	ICLR	Global-to-local Memory Pointer Networks for Task-Oriented Dialogue.	Chien-Sheng Wu, Richard Socher, Caiming Xiong
2019	ICLR	Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering.	Victor Zhong, Caiming Xiong, Nitish Shirish Keskar, Richard Socher
2019	ICML	Taming MAML: Efficient unbiased meta-reinforcement learning.	Hao Liu, Richard Socher, Caiming Xiong
2019	ICML	Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting.	Xilai Li, Yingbo Zhou, Tianfu Wu, Richard Socher, Caiming Xiong
2019	ICML	On the Generalization Gap in Reparameterizable Reinforcement Learning.	Huan Wang, Stephan Zheng, Caiming Xiong, Richard Socher
2019	PLDI	Genie: a generator of natural language semantic parsers for virtual assistant commands.	Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam
2018	ACL	Global-Locally Self-Attentive Encoder for Dialogue State Tracking.	Victor Zhong, Caiming Xiong, Richard Socher
2018	ACL	Efficient and Robust Question Answering from Minimal Context over Documents.	Sewon Min, Victor Zhong, Richard Socher, Caiming Xiong
2018	CVPR	End-to-End Dense Video Captioning With Masked Transformer.	Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong
2018	EMNLP	Improving Abstraction in Text Summarization.	Wojciech Kryscinski, Romain Paulus, Caiming Xiong, Richard Socher
2018	EMNLP	Multi-Hop Knowledge Graph Reasoning with Reward Shaping.	Xi Victoria Lin, Richard Socher, Caiming Xiong
2018	ICASSP	Improving End-to-End Speech Recognition with Policy Learning.	Yingbo Zhou, Caiming Xiong, Richard Socher
2018	ICLR	Non-Autoregressive Neural Machine Translation.	Jiatao Gu, James Bradbury, Caiming Xiong, Victor O. K. Li, Richard Socher
2018	ICLR	Regularizing and Optimizing LSTM Language Models.	Stephen Merity, Nitish Shirish Keskar, Richard Socher
2018	ICLR	A Deep Reinforced Model for Abstractive Summarization.	Romain Paulus, Caiming Xiong, Richard Socher
2018	ICLR	A Flexible Approach to Automated RNN Architecture Generation.	Martin Schrimpf, Stephen Merity, James Bradbury, Richard Socher
2018	ICLR	Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning.	Tianmin Shu, Caiming Xiong, Richard Socher
2018	ICLR	Interpretable Counting for Visual Question Answering.	Alexander Trott, Caiming Xiong, Richard Socher
2018	ICLR	DCN+: Mixed Objective And Deep Residual Coattention for Question Answering.	Caiming Xiong, Victor Zhong, Richard Socher
2018	Interspeech	A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation.	Ehsan Hosseini-Asl, Yingbo Zhou, Caiming Xiong, Richard Socher
2017	CVPR	Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning.	Jiasen Lu, Caiming Xiong, Devi Parikh, Richard Socher
2017	EMNLP	Towards Neural Machine Translation with Latent Tree Attention.	James Bradbury, Richard Socher
2017	EMNLP	A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks.	Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher
2017	ICLR	Quasi-Recurrent Neural Networks.	James Bradbury, Stephen Merity, Caiming Xiong, Richard Socher
2017	ICLR	Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling.	Hakan Inan, Khashayar Khosravi, Richard Socher
2017	ICLR	Pointer Sentinel Mixture Models.	Stephen Merity, Caiming Xiong, James Bradbury, Richard Socher
2017	ICLR	Dynamic Coattention Networks For Question Answering.	Caiming Xiong, Victor Zhong, Richard Socher
2016	ICML	Ask Me Anything: Dynamic Memory Networks for Natural Language Processing.	Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher
2016	ICML	Dynamic Memory Networks for Visual and Textual Question Answering.	Caiming Xiong, Stephen Merity, Richard Socher
2015	ACL	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks.	Kai Sheng Tai, Richard Socher, Christopher D. Manning
2014	EMNLP	A Neural Network for Factoid Question Answering over Paragraphs.	Mohit Iyyer, Jordan L. Boyd-Graber, Leonardo Max Batista Claudino, Richard Socher, Hal Daum III
2014	EMNLP	Glove: Global Vectors for Word Representation.	Jeffrey Pennington, Richard Socher, Christopher D. Manning
2013	ACL	Parsing with Compositional Vector Grammars.	Richard Socher, John Bauer, Christopher D. Manning, Andrew Y. Ng
2013	CoNLL	Better Word Representations with Recursive Neural Networks for Morphology.	Thang Luong, Richard Socher, Christopher D. Manning
2013	EMNLP	Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank.	Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, Christopher Potts
2013	EMNLP	Bilingual Word Embeddings for Phrase-Based Machine Translation.	Will Y. Zou, Richard Socher, Daniel M. Cer, Christopher D. Manning
2013	NAACL	Deep Learning for NLP (without Magic).	Richard Socher, Christopher D. Manning
2012	ACL	Improving Word Representations via Global Context and Multiple Word Prototypes.	Eric H. Huang, Richard Socher, Christopher D. Manning, Andrew Y. Ng
2012	ACL	Deep Learning for NLP (without Magic).	Richard Socher, Yoshua Bengio, Christopher D. Manning
2012	EMNLP	Semantic Compositionality through Recursive Matrix-Vector Spaces.	Richard Socher, Brody Huval, Christopher D. Manning, Andrew Y. Ng
2011	EMNLP	Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions.	Richard Socher, Jeffrey Pennington, Eric H. Huang, Andrew Y. Ng, Christopher D. Manning
2011	ICML	Parsing Natural Scenes and Natural Language with Recursive Neural Networks.	Richard Socher, Cliff Chiung-Yu Lin, Andrew Y. Ng, Christopher D. Manning
2010	CVPR	Connecting modalities: Semi-supervised segmentation and annotation of images using unaligned text corpora.	Richard Socher, Li Fei-Fei
2009	CVPR	ImageNet: A large-scale hierarchical image database.	Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, Li Fei-Fei
2009	CVPR	Towards total scene understanding: Classification, annotation and segmentation in an automatic framework.	Li-Jia Li, Richard Socher, Li Fei-Fei