He He
- Iterative Reasoning Preference Optimization
2024/04/30 by Richard Yuanzhe Pang, Weizhe Yuan, Pang, Richard Yuanzhe +9 · 2 voices · 34 citations
#cs.CL #cs.AI
- Unsupervised Elicitation of Language Models
2025/06/11 by Jiaxin Wen, Zachary Ankner, Wen, Jiaxin +23 · 15 voices · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning and Data Classification
- Language Models Learn to Mislead Humans via RLHF
2024/09/19 by Jiaxin Wen, Ruiqi Zhong, Wen, Jiaxin +15 · 8 voices · 18 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
- Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
2022/10/03 by Abulhair Saparov, He He, Saparov, Abulhair +1 · 58 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Does Writing with Language Models Reduce Content Diversity?
2023/09/11 by Vishakh Padmakumar, Padmakumar, Vishakh, He He +1 · 1 voice · 29 citations
Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods
- QuAC : Question Answering in Context
2018/08/21 by Eunsol Choi, He He, Choi, Eunsol +13 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Decoupling Strategy and Generation in Negotiation Dialogues
2018/08/29 by He He, Derek Chen, He, He +5 · 16 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
2024/04/24 by Hannah Rose Kirk, Alexander Whitefield, Paul Röttger +9 · 3 voices · 21 citations
#cs.CL
- Opponent Modeling in Deep Reinforcement Learning
2016/09/18 by He He, He, He, Jordan Boyd‐Graber +5 · 11 citations
Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Sports Analytics and Performance #Explainable Artificial Intelligence (XAI)
- QuALITY: Question Answering with Long Input Texts, Yes!
2021/12/16 by Richard Yuanzhe Pang, Alicia Parrish, Pang, Richard Yuanzhe +19 · 14 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach
2018/08/08 by He He, He, He, Dongrui Wu +1 · 10 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC) #Neuroscience and Neural Engineering
- Meta-learning via Language Model In-context Tuning
2021/10/15 by Yanda Chen, Ruiqi Zhong, Chen, Yanda +7 · 11 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations
2023/07/17 by Yanda Chen, Chen, Yanda, Ruiqi Zhong +13 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning
2024/01/25 by Yanda Chen, Chandan Singh, Chen, Yanda +11 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Parallel Structures in Pre-training Data Yield In-Context Learning
2024/02/19 by Yanda Chen, Chen Zhao, Chen, Yanda +8 · 1 voice · 6 citations
Computer Science · #Machine Learning and Data Classification #cs.AI #cs.CL #cs.LG
- An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models
2020/07/14 by Lifu Tu, Garima Lalwani, Tu, Lifu +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation
2022/10/04 by Aahlad Puli, Puli, Aahlad, Nitish Joshi +6 · 3 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications
- Transformers Struggle to Learn to Search
2024/12/06 by Abulhair Saparov, S. S. Pawar, Saparov, Abulhair +15 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- An Investigation of the (In)effectiveness of Counterfactually Augmented Data
2021/07/01 by Nitish Joshi, He He, Joshi, Nitish +1 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing #Topic Modeling
- Leveraging Implicit Feedback from Deployment Data in Dialogue
2023/07/26 by Richard Yuanzhe Pang, Stephen Roller, Pang, Richard Yuanzhe +7 · 3 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
- Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats
2024/11/26 by Jiaxin Wen, Wen, Jiaxin, Vivek Hebbar +20 · 4 citations
Computer Science · #Blockchain Technology Applications and Security
- Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning
2022/04/23 by Vishakh Padmakumar, Padmakumar, Vishakh, Leonard Lausen +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens
2022/10/25 by Nitish Joshi, Joshi, Nitish, Xiang Pan +3 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
- ARGUS: Visualization of AI-Assisted Task Guidance in AR
2023/08/11 by Sonia Castelo, João Rulff, Castelo, Sonia +33 · 2 citations
Computer Science · Engineering · #Augmented Reality Applications #Human Pose and Action Recognition #Human Motion and Animation
- A Dynamic Strategy Coach for Effective Negotiation
2019/09/30 by Yiheng Zhou, Zhou, Yiheng, He He +5 · 1 citation
Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation #Topic Modeling
- Salidroside suppresses inflammation in a D-galactose-induced rat model of Alzheimer’s disease via SIRT1/NF-κB pathway
2016/02/24 by Jin Gao, Rui Zhou, Xintong You +6 · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Medicinal Plants and Bioactive Compounds #Biochemical effects in animals #Antioxidants, Aging, Portulaca oleracea
- Monitoring Decomposition Attacks in LLMs with Lightweight Sequential Monitors
2025/06/12 by Chen Yueh-Han, Yueh-Han, Chen, Nitish Joshi +9 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
- Spontaneous Reward Hacking in Iterative Self-Refinement
2024/07/05 by Jane Pan, Pan, Jane, He He +5 · 2 citations
Computer Science · Engineering · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Robot Manipulation and Learning
- Reward Gaming in Conditional Text Generation
2022/11/16 by Richard Yuanzhe Pang, Pang, Richard Yuanzhe, Vishakh Padmakumar +7 · 1 citation
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- Extrapolative Controlled Sequence Generation via Iterative Refinement
2023/03/08 by Vishakh Padmakumar, Richard Yuanzhe Pang, Padmakumar, Vishakh +5 · 1 citation
Computer Science · Materials Science · #Software Engineering Research #Topic Modeling #Machine Learning in Materials Science
- Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World
2024/03/30 by Guande Wu, Chen Zhao, Wu, Guande +5 · 1 citation
Computer Science · #Natural Language Processing Techniques
- Predicting Empirical AI Research Outcomes with Language Models
2025/06/01 by Jiaxin Wen, Chenglei Si, Wen, Jiaxin +7 · 2 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling
- Beyond the Binary: Capturing Diverse Preferences With Reward Regularization
2024/12/05 by Vishakh Padmakumar, Padmakumar, Vishakh, Chuanyang Jin +5 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Decision-Making and Behavioral Economics #Game Theory and Voting Systems
- Training Continuous Chain of Thought Models: A Tale of Two Regimes
2026/07/18 by Varun Yerram, He He, Eunsol Choi
#cs.AI #cs.CL