Xiang Ren 0001 - researchr alias

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2023

APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical ReasoningSoumya Sanyal 0001, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu 0002, Chenguang Zhu, Xiang Ren 0001. acl 2023: 6308-6321 [doi]

BITE: Textual Backdoor Attacks with Iterative Trigger InjectionJun Yan 0012, Vansh Gupta, Xiang Ren 0001. acl 2023: 12951-12968 [doi]

REV: Information-Theoretic Evaluation of Free-Text RationalesHanjie Chen, Faeze Brahman, Xiang Ren 0001, Yangfeng Ji, Yejin Choi 0001, Swabha Swayamdipta. acl 2023: 2007-2030 [doi]

LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren 0001, Bill Yuchen Lin. acl 2023: 14165-14178 [doi]

Dataless Knowledge Fusion by Merging Weights of Language ModelsXisen Jin, Xiang Ren 0001, Daniel Preotiuc-Pietro, Pengxiang Cheng 0001. iclr 2023: [doi]

Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text RationalesBrihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong, Shaoliang Nie, Qifan Wang, Yejin Choi 0001, Xiang Ren 0001. acl 2023: 7103-7128 [doi]

XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP ModelsDong-Ho Lee, Akshen Kadakia, Brihi Joshi, Aaron Chan, Ziyi Liu, Kiran Narahari, Takashi Shibuya 0001, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren 0001. acl 2023: 264-273 [doi]

AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger ExtractionDong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar, Bill Yuchen Lin, Fred Morstatter, Jay Pujara, Elizabeth Boschee, James Allan, Xiang Ren 0001. eacl 2023: 3003-3017 [doi]

SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive TasksBill Yuchen Lin, Yicheng Fu, Karina Yang, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Prithviraj Ammanabrolu, Yejin Choi 0001, Xiang Ren 0001. nips 2023: [doi]

On Grounded Planning for Embodied Tasks with Language ModelsBill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer, Xiang Ren 0001. AAAI 2023: 13192-13200 [doi]

Cross-lingual Continual LearningMeryem M'hamdi, Xiang Ren 0001, Jonathan May. acl 2023: 3908-3943 [doi]

PINTO: Faithful Language Reasoning Using Prompt-Generated RationalesPeiFeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren 0001. iclr 2023: [doi]

L-BGNN: Layerwise Trained Bipartite Graph Neural NetworksTian Xie, Chaoyang He 0001, Xiang Ren 0001, Cyrus Shahabi, C. C. Jay Kuo. tnn, 34(12):10711-10723, December 2023. [doi]

I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and DragonsPei Zhou, Andrew Zhu, Jennifer Hu, Jay Pujara, Xiang Ren 0001, Chris Callison-Burch, Yejin Choi 0001, Prithviraj Ammanabrolu. acl 2023: 11136-11155 [doi]

2022

RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive ReasonersSoumya Sanyal 0001, Zeyi Liao, Xiang Ren 0001. emnlp 2022: 9614-9631 [doi]

Assessing Scientific Research Papers with Knowledge GraphsKexuan Sun 0002, Zhiqiang Qiu, Abel Salinas, Yuzhong Huang, Dong-Ho Lee, Daniel Benjamin, Fred Morstatter, Xiang Ren 0001, Kristina Lerman, Jay Pujara. sigir 2022: 2467-2472 [doi]

Machine Translation Robustness to Natural Asemantic VariationJacob Bremerman, Xiang Ren 0001, Jonathan May. emnlp 2022: 3517-3532 [doi]

Lifelong Pretraining: Continually Adapting Language Models to Emerging CorporaXisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao 0001, Shang-wen Li 0001, Xiaokai Wei, Andrew O. Arnold, Xiang Ren 0001. naacl 2022: 4764-4780 [doi]

A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language ModelsWoojeong Jin, Yu Cheng 0001, Yelong Shen, Weizhu Chen, Xiang Ren 0001. acl 2022: 2763-2775 [doi]

ER-Test: Evaluating Explanation Regularization Methods for Language ModelsBrihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren 0001. emnlp 2022: 3315-3336 [doi]

Unsupervised Cross-Task Generalization via Retrieval AugmentationBill Yuchen Lin, Kangmin Tan, Chris Miller, Beiwen Tian, Xiang Ren 0001. nips 2022: [doi]

FaiRR: Faithful and Robust Deductive Reasoning over Natural LanguageSoumya Sanyal, Harman Singh, Xiang Ren 0001. acl 2022: 1075-1093 [doi]

Contextualized Scene Imagination for Generative Commonsense ReasoningPeiFeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren 0001. iclr 2022: [doi]

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response GenerationPei Zhou, Karthik Gopalakrishnan 0001, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren 0001, Yang Liu, Dilek Hakkani-Tur. acl 2022: 1237-1252 [doi]

2021

Learning Contextualized Knowledge Structures for Commonsense ReasoningJun Yan 0001, Mrigank Raman, Aaron Chan, Tianyu Zhang, Ryan A. Rossi, Handong Zhao, SungChul Kim, Nedim Lipka, Xiang Ren 0001. acl 2021: 4038-4051 [doi]

SalKG: Learning From Knowledge Graph Explanations for Commonsense ReasoningAaron Chan, Jiashu Xu, Boyuan Long, Soumya Sanyal, Tanishq Gupta, Xiang Ren 0001. nips 2021: 18241-18255 [doi]

Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine TranslationMozhdeh Gheini, Xiang Ren 0001, Jonathan May. emnlp 2021: 1754-1765 [doi]

ECONET: Effective Continual Pretraining of Language Models for Event Temporal ReasoningRujun Han, Xiang Ren 0001, Nanyun Peng. emnlp 2021: 5367-5380 [doi]

On Transferability of Bias Mitigation Effects in Language Model Fine-TuningXisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren 0001. naacl 2021: 3770-3783 [doi]

MSD: Saliency-aware Knowledge Distillation for Multimodal UnderstandingWoojeong Jin, Maziar Sanjabi, Shaoliang Nie, Liang Tan, Xiang Ren 0001, Hamed Firooz. emnlp 2021: 3557-3569 [doi]

Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot LearningXisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren 0001. emnlp 2021: 714-729 [doi]

RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition ModelsBill Yuchen Lin, Wenyang Gao, Jun Yan 0012, Ryan Moreno, Xiang Ren 0001. emnlp 2021: 3728-3737 [doi]

Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense ReasoningBill Yuchen Lin, Seyeon Lee, Xiaoyang Qiao, Xiang Ren 0001. acl 2021: 1274-1287 [doi]

Differentiable Open-Ended Commonsense ReasoningBill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren 0001, William W. Cohen. naacl 2021: 4611-4625 [doi]

RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense KnowledgeBill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, Xiang Ren 0001. acl 2021: 1504-1515 [doi]

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question AnsweringMeryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren 0001, Jonathan May. naacl 2021: 3617-3632 [doi]

Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text GenerationYuning Mao, Wenchang Ma, Deren Lei, Jiawei Han 0001, Xiang Ren 0001. emnlp 2021: 5063-5074 [doi]

One-shot Learning for Temporal Knowledge GraphsMehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren 0001, Fred Morstatter, Aram Galstyan. akbc 2021: [doi]

Learning to Deceive Knowledge Graph Augmented Models via Targeted PerturbationMrigank Raman, Aaron Chan, Siddhant Agarwal, PeiFeng Wang, Hansen Wang, SungChul Kim, Ryan A. Rossi, Handong Zhao, Nedim Lipka, Xiang Ren 0001. iclr 2021: [doi]

Discretized Integrated Gradients for Explaining Language ModelsSoumya Sanyal, Xiang Ren 0001. emnlp 2021: 10285-10299 [doi]

TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class NamesJiaming Shen, Wenda Qiu, Yu Meng 0001, Jingbo Shang, Xiang Ren 0001, Jiawei Han 0001. naacl 2021: 4239-4249 [doi]

Do Language Models Perform Generalizable Commonsense Inference?PeiFeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren 0001. acl 2021: 3681-3688 [doi]

Refining Language Models with Compositional ExplanationsHuihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren 0001. nips 2021: 8954-8967 [doi]

Learning to Generate Task-Specific Adapters from Task DescriptionQinyuan Ye, Xiang Ren 0001. acl 2021: 646-653 [doi]

Semi-automated protocol disambiguation and code generationJane Yen, Tamás Lévai, Qinyuan Ye, Xiang Ren 0001, Ramesh Govindan, Barath Raghavan. sigcomm 2021: 272-286 [doi]

IsoBN: Fine-Tuning BERT with Isotropic Batch NormalizationWenxuan Zhou, Bill Yuchen Lin, Xiang Ren 0001. AAAI 2021: 14621-14629 [doi]

Pre-training Text-to-Text Transformers for Concept-centric Common SenseWangchunshu Zhou, Dong-Ho Lee, Ravi Kiran Selvam, Seyeon Lee, Xiang Ren 0001. iclr 2021: [doi]

Commonsense-Focused Dialogues for Response Generation: An Empirical StudyPei Zhou, Karthik Gopalakrishnan 0001, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren 0001, Yang Liu 0180, Dilek Hakkani-Tür. sigdial 2021: 121-132 [doi]

2019

The ZJU-EDL System for Entity Discovery and Linking at TAC KBP 2019Yufeng Hu, Haochen Shi, Tao Chen, Siliang Tang, Quan Liu, Zhigang Chen 0003, Xiang Ren 0001, Fei Wu 0001, Yueting Zhuang. tac 2019: [doi]

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