Tingchen Fu
14 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Artificial Intelligence
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Natural Language Processing
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Keywords
large language model
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dialogue generation
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adversarial learning
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text generation
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open-domain dialogue
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prompt engineering
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variational inference
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knowledge-grounded dialogue
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knowledge selection
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latent variable
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robustness
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machine translation
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chain-of-thought reasoning
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transfer learning
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mathematical reasoning
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program synthesis
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logical reasoning
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word alignment
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dependency parsing
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symbolic reasoning
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Papers
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
ACL 2026
PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data
ICML 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness
EMNLP 2025
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
NAACL 2025
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
ACL 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
ACL 2024
The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
ICLR 2024
Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue
EMNLP 2023
On the Compositional Generalization in Versatile Open-domain Dialogue
ACL 2023
SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation
ACL 2023
Learning to Express in Knowledge-Grounded Conversation
NAACL 2022
There Are a Thousand Hamlets in a Thousand People’s Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory
ACL 2022
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning
EMNLP 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure
EMNLP 2022