NLPExplorer

Eric Xing

Number of Papers:- 54

Number of Citations:- 403

First ACL Paper:- 2005

Latest ACL Paper:- 2024

Venues:-

NAACL

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COLING

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EMNLP

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Findings

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C

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CL

TACL

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WS

ACL

*SEMEVAL

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IJCNLP

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Co-Authors:-

Abdullah Ashfaq

Andre F T Martins

Andre Filipe Torres Martins

Similar Authors:-

Evaluating Step-by-Step Reasoning through Symbolic Verification F i n d i n g s - N A A C L

YiFan Zhang | Hanlin Zhang | Li Li | Eric Xing |

RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs NAACL

Bowen Tan | Yun Zhu | Lijuan Liu | Hongyi Wang | Yonghao Zhuang | Jindong Chen | Eric Xing | Zhiting Hu |

A Study on the Calibration of In-context Learning NAACL

Hanlin Zhang | YiFan Zhang | Yaodong Yu | Dhruv Madeka | Dean Foster | Eric Xing | Himabindu Lakkaraju | Sham Kakade |

Fast Matrix Multiplications for Lookup Table-Quantized LLMs F i n d i n g s - E M N L P

Han Guo | William Brandon | Radostin Cholakov | Jonathan Ragan-Kelley | Eric P. Xing | Yoon Kim |

Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP

Somanshu Singla | Zhen Wang | Tianyang Liu | Abdullah Ashfaq | Zhiting Hu | Eric P. Xing |

Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming F i n d i n g s - A C L

Hanlin Zhang | Jiani Huang | Ziyang Li | Mayur Naik | Eric Xing |

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models F i n d i n g s - A C L

Shibo Hao | Bowen Tan | Kaiwen Tang | Bin Ni | Xiyan Shao | Hengzhe Zhang | Eric Xing | Zhiting Hu |

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models F i n d i n g s - E M N L P

Jiannan Xiang | Zhengzhong Liu | Yucheng Zhou | Eric Xing | Zhiting Hu |

Efficient (Soft) Q-Learning for Text Generation with Limited Good Data F i n d i n g s - E M N L P

Han Guo | Bowen Tan | Zhengzhong Liu | Eric Xing | Zhiting Hu |

RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP

Mingkai Deng | Jianyu Wang | Cheng-Ping Hsieh | Yihan Wang | Han Guo | Tianmin Shu | Meng Song | Eric Xing | Zhiting Hu |

Progressive Generation of Long Text with Pretrained Language Models NAACL

Bowen Tan | Zichao Yang | Maruan Al-Shedivat | Eric Xing | Zhiting Hu |

Knowledge-Aware Meta-learning for Low-Resource Text Classification EMNLP

Huaxiu Yao | Ying-xin Wu | Maruan Al-Shedivat | Eric Xing |

Towards Visual Question Answering on Pathology Images ACL IJCNLP

Xuehai He | Zhuo Cai | Wenlan Wei | Yichen Zhang | Luntian Mou | Eric Xing | Pengtao Xie |

GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Findings

Jiaqi Chen | Jianheng Tang | Jinghui Qin | Xiaodan Liang | Lingbo Liu | Eric Xing | Liang Lin |

On the Generation of Medical Dialogs for COVID-19 ACL IJCNLP

Meng Zhou | Zechen Li | Bowen Tan | Guangtao Zeng | Wenmian Yang | Xuehai He | Zeqian Ju | Subrato Chakravorty | Shu Chen | Xingyi Yang | Yichen Zhang | Qingyang Wu | Zhou Yu | Kun Xu | Eric Xing | Pengtao Xie |

Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation EMNLP

Mingkai Deng | Bowen Tan | Zhengzhong Liu | Eric Xing | Zhiting Hu |

Data-to-Text Generation with Style Imitation EMNLP Findings

Shuai Lin | Wentao Wang | Zichao Yang | Xiaodan Liang | Frank F. Xu | Eric Xing | Zhiting Hu |

A Data-Centric Framework for Composable NLP Workflows EMNLP

Zhengzhong Liu | Guanxiong Ding | Avinash Bukkittu | Mansi Gupta | Pengzhi Gao | Atif Ahmed | Shikun Zhang | Xin Gao | Swapnil Singhavi | Linwei Li | Wei Wei | Zecong Hu | Haoran Shi | Xiaodan Liang | Teruko Mitamura | Eric Xing | Zhiting Hu |

Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach EMNLP

Bowen Tan | Lianhui Qin | Eric Xing | Zhiting Hu |

Target-Guided Open-Domain Conversation ACL

Jianheng Tang | Tiancheng Zhao | Chenyan Xiong | Xiaodan Liang | Eric Xing | Zhiting Hu |

Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-ray Reports ACL

Baoyu Jing | Zeya Wang | Eric Xing |

Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ACL

Zhiting Hu | Haoran Shi | Bowen Tan | Wentao Wang | Zichao Yang | Tiancheng Zhao | Junxian He | Lianhui Qin | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Wanrong Zhu | Devendra Sachan | Eric Xing |

Discourse in Multimedia: A Case Study in Extracting Geometry Knowledge from Textbooks CL

Mrinmaya Sachan | Avinava Dubey | Eduard H. Hovy | Tom M. Mitchell | Dan Roth | Eric P. Xing |

Self-Training for Jointly Learning to Ask and Answer Questions NAACL

Mrinmaya Sachan | Eric Xing |

A Neural Architecture for Automated ICD Coding ACL

Pengtao Xie | Eric Xing |

On the Automatic Generation of Medical Imaging Reports ACL

Baoyu Jing | Pengtao Xie | Eric Xing |

Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation ACL WS

Zhiting Hu | Zichao Yang | Tiancheng Zhao | Haoran Shi | Junxian He | Di Wang | Xuezhe Ma | Zhengzhong Liu | Xiaodan Liang | Lianhui Qin | Devendra Singh Chaplot | Bowen Tan | Xingjiang Yu | Eric Xing |

From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems EMNLP

Mrinmaya Sachan | Kumar Dubey | Eric Xing |

Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification ACL

Lianhui Qin | Zhisong Zhang | Hai Zhao | Zhiting Hu | Eric Xing |

A Constituent-Centric Neural Architecture for Reading Comprehension ACL

Pengtao Xie | Eric Xing |

Learning to Solve Geometry Problems from Natural Language Demonstrations in Textbooks *SEMEVAL

Mrinmaya Sachan | Eric Xing |

Deep Neural Networks with Massive Learned Knowledge EMNLP

Zhiting Hu | Zichao Yang | Ruslan Salakhutdinov | Eric Xing |

Easy Questions First? A Case Study on Curriculum Learning for Question Answering ACL

Mrinmaya Sachan | Eric Xing |

Learning Concept Taxonomies from Multi-modal Data ACL

Hao Zhang | Zhiting Hu | Yuntian Deng | Mrinmaya Sachan | Zhicheng Yan | Eric Xing |

Harnessing Deep Neural Networks with Logic Rules ACL

Zhiting Hu | Xuezhe Ma | Zhengzhong Liu | Eduard Hovy | Eric Xing |

Science Question Answering using Instructional Materials ACL

Mrinmaya Sachan | Kumar Dubey | Eric Xing |

Machine Comprehension using Rich Semantic Representations ACL

Mrinmaya Sachan | Eric Xing |

Incorporating Word Correlation Knowledge into Topic Modeling NAACL

Pengtao Xie | Diyi Yang | Eric Xing |

Learning Answer-Entailing Structures for Machine Comprehension ACL IJCNLP

Mrinmaya Sachan | Kumar Dubey | Eric Xing | Matthew Richardson |

Entity Hierarchy Embedding ACL IJCNLP

Zhiting Hu | Poyao Huang | Yuntian Deng | Yingkai Gao | Eric Xing |

Language Modeling with Power Low Rank Ensembles EMNLP

Ankur P. Parikh | Avneesh Saluja | Chris Dyer | Eric Xing |

Spectral Unsupervised Parsing with Additive Tree Metrics ACL

Ankur P. Parikh | Shay B. Cohen | Eric P. Xing |

Dynamic Language Models for Streaming Text TACL

Dani Yogatama | Chong Wang | Bryan R. Routledge | Noah A. Smith | Eric P. Xing |

Topic Models, Latent Space Models, Sparse Coding, and All That: A Systematic Understanding of Probabilistic Semantic Extraction in Large Corpus ACL

Eric Xing |

Discovering Sociolinguistic Associations with Structured Sparsity ACL

Jacob Eisenstein | Noah A. Smith | Eric P. Xing |

Structured Databases of Named Entities from Bayesian Nonparametrics WS

Jacob Eisenstein | Tae Yano | William Cohen | Noah Smith | Eric Xing |

Turbo Parsers: Dependency Parsing by Approximate Variational Inference EMNLP

André Martins | Noah Smith | Eric Xing | Pedro Aguiar | Mário Figueiredo |

Staying Informed: Supervised and Semi-Supervised Multi-View Topical Analysis of Ideological Perspective EMNLP

Amr Ahmed | Eric Xing |

A Latent Variable Model for Geographic Lexical Variation EMNLP

Jacob Eisenstein | Brendan O’Connor | Noah A. Smith | Eric P. Xing |

Social Links from Latent Topics in Microblogs WS

Kriti Puniyani | Jacob Eisenstein | Shay B. Cohen | Eric Xing |

Concise Integer Linear Programming Formulations for Dependency Parsing ACL IJCNLP

André Martins | Noah Smith | Eric Xing |

Stacking Dependency Parsers EMNLP

André Filipe Torres Martins | Dipanjan Das | Noah A. Smith | Eric P. Xing |

BiTAM: Bilingual Topic AdMixture Models for Word Alignment ACL COLING

Bing Zhao | Eric P. Xing |

Bilingual Word Spectral Clustering for Statistical Machine Translation WS

Bing Zhao | Eric P. Xing | Alex Waibel |

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