Xiang Ren
USC associate professor; works on NLP, knowledge graphs, and interpretable / robust LLMs; co-author on WildChat.
- Role
- professor
- Currently at
- University of Southern California
- twitter.com/xiangrenNLP
- GitHub
- github.com/INK-USC
- Scholar
- scholar.google.com/citations
- Papers
- 25
Cite
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Authored papers
25The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage
arXiv 2025
REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation
arXiv 2025
WildChat: 1M ChatGPT Interaction Logs in the Wild
ICLR
Faith and Fate: Limits of Transformers on Compositionality
faith-and-fate-limits-of-transformers-on
Tailoring Self-Rationalizers with Multi-Reward Distillation
arXiv 2023
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench
arXiv 2023
Estimating Large Language Model Capabilities without Labeled Test Data
arXiv 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
arXiv 2023
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
arXiv 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning
arXiv 2023
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning
arXiv 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step
arXiv 2023
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
arXiv 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
Dataless Knowledge Fusion by Merging Weights of Language Models
arXiv 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts
arXiv 2022
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge
arXiv 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
arXiv 2022
NS3: Neuro-Symbolic Semantic Code Search
arXiv 2022
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning
arXiv 2022
Commonsense-Focused Dialogues for Response Generation: An Empirical Study
SIGDIAL (ACL) 2021 7
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation
EMNLP 2021 11
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning
ACL 2021 5
Learning to Generate Task-Specific Adapters from Task Description
ACL 2021 5
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
NAACL 2021 4
Affiliations
Previously
Frequent co-authors
10from 25 papers
Yejin Choi
professor
Ximing Lu
Bill Yuchen Lin
researcher
Qinyuan Ye
Chandra Bhagavatula
Faeze Brahman
researcher
Jack Hessel
researcher
Jonathan May
Liwei Jiang
Melanie Sclar