Xinting Huang
26 papers · 2020–2026 · 10 venues · across top CS/AI venues
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Papers
Tug-of-war between idioms’ figurative and literal interpretations in LLMs
EACL 2026
A Formal Framework for Understanding Length Generalization in Transformers
ICLR 2025
A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
ACL 2025
Atomic Calibration of LLMs in Long-Form Generations
IJCNLP 2025
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models
ACL 2025
LoGU: Long-form Generation with Uncertainty Expressions
ACL 2025
Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers
ICML 2025
UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation
EMNLP 2025
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
ACL 2024
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
NAACL 2024
InversionView: A General-Purpose Method for Reading Information from Neural Activations
NeurIPS 2024
Knowledge Fusion of Large Language Models
ICLR 2024
Knowledge Verification to Nip Hallucination in the Bud
EMNLP 2024
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning
EMNLP 2024
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving
ACL 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability
EMNLP 2024
Effidit: An Assistant for Improving Writing Efficiency
ACL 2023
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
EMNLP 2023
Long-Range Language Modeling with Selective Cache
EMNLP 2023
Pre-training Multi-party Dialogue Models with Latent Discourse Inference
ACL 2023
Robust Task-Oriented Dialogue Generation with Contrastive Pre-training and Adversarial Filtering
EMNLP 2022
Latent Reasoning for Low-Resource Question Generation
ACL 2021
Generalizable and Explainable Dialogue Generation via Explicit Action Learning
EMNLP 2020
KaLM at SemEval-2020 Task 4: Knowledge-aware Language Models for Comprehension and Generation
SemEval 2020
MALA: Cross-Domain Dialogue Generation with Action Learning
AAAI 2020
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation
ACL 2020