Guanhua Chen
41 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
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Conferences
ACL (19)
EMNLP (10)
NAACL (4)
AAAI (3)
NIPS (2)
AISTATS (1)
COLING (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(14)
neural machine translation
(5)
cross-lingual transfer
(4)
reinforcement learning
(3)
vision-language model
(3)
instruction tuning
(3)
text generation
(3)
zero-shot learning
(3)
instruction following
(3)
language model
(3)
domain adaptation
(2)
singular value decomposition
(2)
chain-of-thought reasoning
(2)
causal inference
(2)
word alignment
(2)
uncertainty quantification
(2)
model compression
(2)
in-context learning
(2)
knowledge distillation
(2)
data augmentation
(2)
Papers
Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief
AAAI 2026
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
AAAI 2026
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
ACL 2026
InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning
ACL 2026
Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem
ACL 2026
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
ACL 2026
From Word to World: Can Large Language Models be Implicit Text-based World Models?
ACL 2026
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
ACL 2026
SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
ACL 2026
CAPruner: Conceptual-Adjacent Scene Graph Pruner for Enhancing 3D Spatial Reasoning of Large Language Models
ACL 2026
No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning
ACL 2026
Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation
ACL 2025
The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing
ACL 2025
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models
EMNLP 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages
EMNLP 2025
SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters
NAACL 2025
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning
NAACL 2025
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions
NAACL 2025
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
NAACL 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs
EMNLP 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification
EMNLP 2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs
ACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG
ACL 2025
LLMs Trust Humans More, Thatβs a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation
ACL 2025
PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework
ACL 2025
FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only
ACL 2025
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning
ACL 2024
SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation
NIPS 2024
An effective framework for estimating individualized treatment rules
NIPS 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
COLING 2024
Distract Large Language Models for Automatic Jailbreak Attack
EMNLP 2024
mCLIP: Multilingual CLIP via Cross-lingual Transfer
ACL 2023
StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation
EMNLP 2023
XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation
EMNLP 2022
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation
ACL 2022
Multilingual Sentence Transformer as A Multilingual Word Aligner
EMNLP 2022
Policy Learning for Optimal Individualized Dose Intervals
AISTATS 2022
Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance
AAAI 2021
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders
EMNLP 2021
Accurate Word Alignment Induction from Neural Machine Translation
EMNLP 2020
Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation
IJCAI 2020