Xinting Huang

72 papers A* 10B 1Journal 42Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Discovering Interpretable Algorithms by Decompiling Transformers to RASP.
CoRR
Xinting Huang, Aleksandra Bakalova, Satwik Bhattamishra, William Merrill, Michael Hahn
2026 J jnl
Dual-Phase LLM Reasoning: Self-Evolved Mathematical Frameworks.
CoRR
Shaozhen Liu, Xinting Huang, Houwen Peng, Xin Chen, Xinyang Song, Qi Li, Zhenan Sun
2026 J jnl
Free(): Learning to Forget in Malloc-Only Reasoning Models.
CoRR
Yilun Zheng, Dongyang Ma, Tian Liang, Jiahao Xu, Xinting Huang, Lihui Chen, Haitao Mi, Yan Wang
2026 — conf
Tug-of-war between idioms' figurative and literal interpretations in LLMs.
EACL (Volume 1: Long Papers)
Soyoung Oh, Xinting Huang, Mathis Pink, Michael Hahn, Vera Demberg
2025 A* conf
A Formal Framework for Understanding Length Generalization in Transformers.
ICLR
Xinting Huang, Andy Yang, Satwik Bhattamishra, Yash Raj Sarrof, Andreas Krebs, Hattie Zhou, Preetum Nakkiran, Michael Hahn
2025 — conf
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression.
ACL (1)
Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou
2025 — conf
Atomic Calibration of LLMs in Long-Form Generations.
IJCNLP-AACL (Findings)
Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2025 — conf
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models.
ACL (1)
Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu
2025 J jnl
Contextualize-then-Aggregate: Circuits for In-Context Learning in Gemma-2 2B.
CoRR
Aleksandra Bakalova, Yana Veitsman, Xinting Huang, Michael Hahn
2025 J jnl
Decomposing Representation Space into Interpretable Subspaces with Unsupervised Learning.
CoRR
Xinting Huang, Michael Hahn
2025 — conf
LoGU: Long-form Generation with Uncertainty Expressions.
ACL (1)
Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2025 J jnl
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training.
CoRR
Xinsong Zhang, Yarong Zeng, Xinting Huang, Hu Hu, Runquan Xie, Han Hu, Zhanhui Kang
2025 A* conf
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers.
ICML
Alireza Amiri Bavandpour, Xinting Huang, Mark Rofin, Michael Hahn
2025 J jnl
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers.
CoRR
Alireza Amiri Bavandpour, Xinting Huang, Mark Rofin, Michael Hahn
2025 J jnl
The End of Manual Decoding: Towards Truly End-to-End Language Models.
CoRR
Zhichao Wang, Dongyang Ma, Xinting Huang, Deng Cai, Tian Lan, Jiahao Xu, Haitao Mi, Xiaoying Tang, Yan Wang
2025 J jnl
Tug-of-war between idiom's figurative and literal meanings in LLMs.
CoRR
Soyoung Oh, Xinting Huang, Mathis Pink, Michael Hahn, Vera Demberg
2025 A* conf
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation.
EMNLP
Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025 J jnl
UNCLE: Uncertainty Expressions in Long-Form Generation.
CoRR
Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025 J jnl
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality.
CoRR
Chunyang Li, Yilun Zheng, Xinting Huang, Tianqing Fang, Jiahao Xu, Yangqiu Song, Lihui Chen, Han Hu
2024 J jnl
A Formal Framework for Understanding Length Generalization in Transformers.
CoRR
Xinting Huang, Andy Yang, Satwik Bhattamishra, Yash Raj Sarrof, Andreas Krebs, Hattie Zhou, Preetum Nakkiran, Michael Hahn
2024 J jnl
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression.
CoRR
Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou
2024 J jnl
Atomic Calibration of LLMs in Long-Form Generations.
CoRR
Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2024 J jnl
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models.
CoRR
Zhisong Zhang, Yan Wang, Xinting Huang, Tianqing Fang, Hongming Zhang, Chenlong Deng, Shuaiyi Li, Dong Yu
2024 — conf
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models.
ACL (Findings)
Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong
2024 J jnl
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models.
CoRR
Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong
2024 — conf
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping.
NAACL-HLT
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
2024 J jnl
FuseChat: Knowledge Fusion of Chat Models.
CoRR
Fanqi Wan, Ziyi Yang, Longguang Zhong, Xiaojun Quan, Xinting Huang, Wei Bi
2024 J jnl
Inferflow: an Efficient and Highly Configurable Inference Engine for Large Language Models.
CoRR
Shuming Shi, Enbo Zhao, Deng Cai, Leyang Cui, Xinting Huang, Huayang Li
2024 A* conf
InversionView: A General-Purpose Method for Reading Information from Neural Activations.
NeurIPS
Xinting Huang, Madhur Panwar, Navin Goyal, Michael Hahn
2024 J jnl
InversionView: A General-Purpose Method for Reading Information from Neural Activations.
CoRR
Xinting Huang, Madhur Panwar, Navin Goyal, Michael Hahn
2024 A* conf
Knowledge Fusion of Large Language Models.
ICLR
Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi
2024 J jnl
Knowledge Fusion of Large Language Models.
CoRR
Fanqi Wan, Xinting Huang, Deng Cai, Xiaojun Quan, Wei Bi, Shuming Shi
2024 A* conf
Knowledge Verification to Nip Hallucination in the Bud.
EMNLP
Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi
2024 J jnl
LoGU: Long-form Generation with Uncertainty Expressions.
CoRR
Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2024 J jnl
Mitigating Hallucinations of Large Language Models via Knowledge Consistent Alignment.
CoRR
Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi
2024 — conf
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning.
EMNLP (Findings)
Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam
2024 J jnl
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning.
CoRR
Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam
2024 J jnl
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt.
CoRR
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
2024 — conf
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving.
ACL (1)
Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong
2024 A* conf
See or Guess: Counterfactually Regularized Image Captioning.
ACM Multimedia
Qian Cao, Xu Chen, Ruihua Song, Xiting Wang, Xinting Huang, Yuchen Ren
2024 J jnl
See or Guess: Counterfactually Regularized Image Captioning.
CoRR
Qian Cao, Xu Chen, Ruihua Song, Xiting Wang, Xinting Huang, Yuchen Ren
2024 — conf
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability.
EMNLP (Findings)
Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung
2024 J jnl
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability.
CoRR
Tsz Ting Chung, Leyang Cui, Lemao Liu, Xinting Huang, Shuming Shi, Dit-Yan Yeung
2023 — conf
Effidit: An Assistant for Improving Writing Efficiency.
ACL (demo)
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
2023 A* conf
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration.
EMNLP
Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi
2023 J jnl
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration.
CoRR
Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi
2023 — conf
Long-Range Language Modeling with Selective Cache.
EMNLP (Findings)
Xinting Huang, Nora Hollenstein
2023 J jnl
Longer Fixations, More Computation: Gaze-Guided Recurrent Neural Networks.
CoRR
Xinting Huang, Jiajing Wan, Ioannis Kritikos, Nora Hollenstein
2023 J jnl
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration.
CoRR
Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu
2023 J jnl
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance.
CoRR
Yue Zhang, Leyang Cui, Deng Cai, Xinting Huang, Tao Fang, Wei Bi
2023 — conf
Pre-training Multi-party Dialogue Models with Latent Discourse Inference.
ACL (1)
Yiyang Li, Xinting Huang, Wei Bi, Hai Zhao
2023 J jnl
Pre-training Multi-party Dialogue Models with Latent Discourse Inference.
CoRR
Yiyang Li, Xinting Huang, Wei Bi, Hai Zhao
2023 J jnl
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving.
CoRR
Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong
2023 J jnl
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.
CoRR
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
2023 J jnl
TeGit: Generating High-Quality Instruction-Tuning Data with Text-Grounded Task Design.
CoRR
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
2022 J jnl
Effidit: Your AI Writing Assistant.
CoRR
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
2022 — conf
Profiling Irony and Stereotype Spreaders with Language Models and Bayes' Theorem.
CLEF (Working Notes)
Xinting Huang
2022 — conf
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering.
EMNLP (Findings)
Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah M. Erfani
2022 J jnl
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering.
CoRR
Shiquan Yang, Xinting Huang, Jey Han Lau, Sarah M. Erfani
2022 — —
Towards dialogue system training with little labeling effort.
Xinting Huang
2021 — conf
Latent Reasoning for Low-Resource Question Generation.
ACL/IJCNLP (Findings)
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2020 — conf
Generalizable and Explainable Dialogue Generation via Explicit Action Learning.
EMNLP (Findings)
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2020 J jnl
Generalizable and Explainable Dialogue Generation via Explicit Action Learning.
CoRR
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2020 J jnl
KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension And Generation.
CoRR
Jiajing Wan, Xinting Huang
2020 — conf
KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension and Generation.
SemEval@COLING
Jiajing Wan, Xinting Huang
2020 A* conf
MALA: Cross-Domain Dialogue Generation with Action Learning.
AAAI
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2020 A* conf
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation.
ACL
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2020 J jnl
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation.
CoRR
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang
2019 B conf
CARL: Aggregated Search with Context-Aware Module Embedding Learning.
IJCNN
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng
2019 J jnl
CARL: Aggregated Search with Context-Aware Module Embedding Learning.
CoRR
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng
2019 J jnl
Enhancing intraday stock price manipulation detection by leveraging recurrent neural networks with ensemble learning.
Neurocomputing
Qili Wang, Wei Xu, Xinting Huang, Kunlin Yang
2019 J jnl
MALA: Cross-Domain Dialogue Generation with Action Learning.
CoRR
Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang