Tong Niu
14 papers · 2018–2025 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (44) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint
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dialogue system
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retrieval-augmented generation
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language model
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dialogue generation
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question answering
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generative model
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knowledge base
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model robustness
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natural language processing
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reinforcement learning
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cross-lingual transfer
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data augmentation
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response generation
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text generation
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transfer learning
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machine translation
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Papers
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration
COLING 2025
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
NAACL 2024
Parameter-Efficient Detoxification with Contrastive Decoding
ACL 2024
FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation
EMNLP 2022
MixQG: Neural Question Generation with Mixed Answer Types
NAACL 2022
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval
ACL 2022
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality
EMNLP 2021
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
ICLR 2021
Testing Cross-Database Semantic Parsers With Canonical Utterances
EMNLP 2021
Unsupervised Paraphrasing with Pretrained Language Models
EMNLP 2021
AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses
AAAI 2020
Automatically Learning Data Augmentation Policies for Dialogue Tasks
EMNLP 2019
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models
CoNLL 2018
Detecting Linguistic Characteristics of Alzheimer’s Dementia by Interpreting Neural Models
NAACL 2018