Xinting Huang

According to our database, Xinting Huang authored at least 36 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LoGU: Long-form Generation with Uncertainty Expressions.

Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang

CoRR, 2024

Atomic Calibration of LLMs in Long-Form Generations.

Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier

CoRR, 2024

A Formal Framework for Understanding Length Generalization in Transformers.

Xinting Huang, Andy Yang, Satwik Bhattamishra, Yash Sarrof, Andreas Krebs, Hattie Zhou, Preetum Nakkiran, Michael Hahn

CoRR, 2024

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt.

Deng Cai, Huayang Li, Tingchen Fu, Siheng Li, Weiwen Xu, Shuaiyi Li, Bowen Cao, Zhisong Zhang, Xinting Huang, Leyang Cui, Yan Wang, Lemao Liu, Taro Watanabe, Shuming Shi

CoRR, 2024

InversionView: A General-Purpose Method for Reading Information from Neural Activations.

Xinting Huang, Madhur Panwar, Navin Goyal, Michael Hahn

CoRR, 2024

FuseChat: Knowledge Fusion of Chat Models.

Fanqi Wan, Ziyi Yang, Longguang Zhong, Xiaojun Quan, Xinting Huang, Wei Bi

CoRR, 2024

Mitigating Hallucinations of Large Language Models via Knowledge Consistent Alignment.

Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi

CoRR, 2024

Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models.

Shuming Shi, Enbo Zhao, Deng Cai, Leyang Cui, Xinting Huang, Huayang Li

CoRR, 2024

DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping.

Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

See or Guess: Counterfactually Regularized Image Captioning.

Qian Cao, Xu Chen, Ruihua Song, Xiting Wang, Xinting Huang, Yuchen Ren

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Knowledge Fusion of Large Language Models.

Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Knowledge Verification to Nip Hallucination in the Bud.

Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi

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

Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability.

Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung

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

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning.

Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam

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

BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models.

Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong

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

SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving.

Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong

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

2023

Longer Fixations, More Computation: Gaze-Guided Recurrent Neural Networks.

Xinting Huang, Jiajing Wan, Ioannis Kritikos, Nora Hollenstein

CoRR, 2023

TeGit: Generating High-Quality Instruction-Tuning Data with Text-Grounded Task Design.

Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi

CoRR, 2023

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi

CoRR, 2023

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration.

Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu

CoRR, 2023

Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance.

Yue Zhang, Leyang Cui, Deng Cai, Xinting Huang, Tao Fang, Wei Bi

CoRR, 2023

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration.

Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi

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

Long-Range Language Modeling with Selective Cache.

Xinting Huang, Nora Hollenstein

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

Pre-training Multi-party Dialogue Models with Latent Discourse Inference.

Yiyang Li, Xinting Huang, Wei Bi, Hai Zhao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Effidit: An Assistant for Improving Writing Efficiency.

Shuming Shi, Enbo Zhao, Wei Bi, Deng Cai, Leyang Cui, Xinting Huang, Haiyun Jiang, Duyu Tang, Kaiqiang Song, Longyue Wang, Chenyan Huang, Guoping Huang, Yan Wang, Piji Li

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

Towards dialogue system training with little labeling effort.

Xinting Huang

PhD thesis, 2022

Effidit: Your AI Writing Assistant.

Shuming Shi, Enbo Zhao, Duyu Tang, Yan Wang, Piji Li, Wei Bi, Haiyun Jiang, Guoping Huang, Leyang Cui, Xinting Huang, Cong Zhou, Yong Dai, Dongyang Ma

CoRR, 2022

Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering.

Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah M. Erfani

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

Profiling Irony and Stereotype Spreaders with Language Models and Bayes' Theorem.

Xinting Huang

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Latent Reasoning for Low-Resource Question Generation.

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension and Generation.

Jiajing Wan, Xinting Huang

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Generalizable and Explainable Dialogue Generation via Explicit Action Learning.

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation.

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MALA: Cross-Domain Dialogue Generation with Action Learning.

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Enhancing intraday stock price manipulation detection by leveraging recurrent neural networks with ensemble learning.

Qili Wang, Wei Xu, Xinting Huang, Kunlin Yang

Neurocomputing, 2019

CARL: Aggregated Search with Context-Aware Module Embedding Learning.

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng

Proceedings of the International Joint Conference on Neural Networks, 2019