Junxian He

Shrinivas J. Pundlik

Gang Luo

CoRR, 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.

[BibT_eX]

[DOI]

Wenxuan Ding

Weiqi Wang

Sze Heng Douglas Kwok

CoRR, 2024

Compression Represents Intelligence Linearly.

[BibT_eX]

[DOI]

CoRR, 2024

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

GeoGalactica: A Scientific Large Language Model in Geoscience.

[BibT_eX]

[DOI]

CoRR, 2024

A visual cortex-inspired edge neuromorphic hardware architecture with on-chip multi-layer STDP learning.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2024

K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Belief Revision: The Adaptability of Large Language Models Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

On the Universal Truthfulness Hyperplane Inside LLMs.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.

[BibT_eX]

[DOI]

Wenxuan Ding

Weiqi Wang

Sze Heng Douglas Kwok

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Prompt Optimization via Adversarial In-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

InstructCoder: Instruction Tuning Large Language Models for Code Editing.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

An 8-T Processing-in-Memory SRAM Cell-Based Pixel-Parallel Array Processor for Vision Chips.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., November, 2023

An Edge Neuromorphic Hardware With Fast On-Chip Error-Triggered Learning on Compressive Sensed Spikes.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, July, 2023

Low-cost real-time VLSI system for high-accuracy optical flow estimation using biological motion features and random forests.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., May, 2023

Towards Efficient Natural Language Generation

[BibT_eX]

[DOI]

PhD thesis, 2023

A Survey of Reasoning with Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2023

Prompt Optimization via Adversarial In-Context Learning.

[BibT_eX]

[DOI]

CoRR, 2023

InstructCoder: Empowering Language Models for Code Editing.

[BibT_eX]

[DOI]

CoRR, 2023

SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2023

FacTool: Factuality Detection in Generative AI - A Tool Augmented Framework for Multi-Task and Multi-Domain Scenarios.

[BibT_eX]

[DOI]

CoRR, 2023

Composing Parameter-Efficient Modules with Arithmetic Operations.

[BibT_eX]

[DOI]

CoRR, 2023

Learning A Foundation Language Model for Geoscience Knowledge Understanding and Utilization.

[BibT_eX]

[DOI]

CoRR, 2023

Automatic Model Selection with Large Language Models for Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Evaluating Factual Consistency of Summaries with Large Language Models.

[BibT_eX]

[DOI]

Shiqi Chen

Siyang Gao

CoRR, 2023

Decomposition Enhances Reasoning via Self-Evaluation Guided Decoding.

[BibT_eX]

[DOI]

CoRR, 2023

Composing Parameter-Efficient Modules with Arithmetic Operation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-Evaluation Guided Beam Search for Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FELM: Benchmarking Factuality Evaluation of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mega: Moving Average Equipped Gated Attention.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Automatic Model Selection with Large Language Models for Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Contrastive Learning of Sentence Embeddings from Scratch.

[BibT_eX]

[DOI]

Junlei Zhang

Zhenzhong Lan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN.

[BibT_eX]

[DOI]

Niloofar Mireshghallah

Fatemehsadat Mireshghallah

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

MorphBungee: A 65nm 7.2mm<sup>2</sup> 27μJ/image Digital Edge Neuromorphic Chip with On-Chip 802 Frame/s Multi-Layer Spiking Neural Network Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2023

Live Demonstration: Face Recognition at The Edge Using Fast On-Chip Deep Learning Neuromorphic Chip.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Circuits Syst., 2022

Non-Parametric Temporal Adaptation for Social Media Topic Classification.

[BibT_eX]

[DOI]

CoRR, 2022

TEDOP: A Tiny Event-Driven Neural Network Hardware Core Enabling On-Chip Spike-Driven Synaptic Plasticity.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Integrated Circuits, 2022

Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Capturing Structural Locality in Non-parametric Language Models.

[BibT_eX]

[DOI]

Frank F. Xu

Vincent Josua Hellendoorn

Proceedings of the Tenth International Conference on Learning Representations, 2022

Towards a Unified View of Parameter-Efficient Transfer Learning.

[BibT_eX]

[DOI]

Chunting Zhou

Xuezhe Ma

Proceedings of the Tenth International Conference on Learning Representations, 2022

Prompt Consistency for Zero-Shot Task Generalization.

[BibT_eX]

[DOI]

Chunting Zhou

Xuezhe Ma

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

CTRLsum: Towards Generic Controllable Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

MorphBungee: An Edge Neuromorphic Chip for High-Accuracy On-Chip Learning of Multiple-Layer Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2021

DeepTempo: A Hardware-Friendly Direct Feedback Alignment Multi-Layer Tempotron Learning Rule for Deep Spiking Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features.

[BibT_eX]

[DOI]

Neurocomputing, 2021

TripleBrain: An Edge Neuromorphic Architecture for High-accuracy Single-layer Spiking Neural Network with On-chip Self-organizing and Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

A Pixel-Parallel Array Processor without Computational Logic for Computational Image Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

Efficient Nearest Neighbor Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

The Source-Target Domain Mismatch Problem in Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Dependency Induction Through the Lens of Visual Perception.

[BibT_eX]

[DOI]

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

2020

A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification.

[BibT_eX]

[DOI]

Sensors, 2020

Learning Sparse Prototypes for Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A High-speed Low-cost CNN Inference Accelerator for Depthwise Separable Convolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Integrated Circuits, 2020

A Probabilistic Formulation of Unsupervised Text Style Transfer.

[BibT_eX]

[DOI]

Xinyi Wang

Proceedings of the 8th International Conference on Learning Representations, 2020

Revisiting Self-Training for Neural Sequence Generation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

On the Sentence Embeddings from Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Lagging Inference Networks and Posterior Collapse in Variational Autoencoders.

[BibT_eX]

[DOI]

Daniel Spokoyny

Proceedings of the 7th International Conference on Learning Representations, 2019

A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text.

[BibT_eX]

[DOI]

Bohan Li