Helen M. Meng
12 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Artificial Intelligence
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Machine Learning
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Natural Language Processing
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Deep Learning
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Learning Types Β· Deep Learning
(5)
Core Methods
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Learning Types Β· Machine Learning
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Speech & Audio
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Models
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Knowledge & Reasoning
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Reinforcement Learning
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Keywords
large language model
(3)
retrieval-augmented generation
(2)
self-supervised learning
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variational inference
(1)
preference learning
(1)
direct preference optimization
(1)
knowledge extraction
(1)
question answering
(1)
speech processing
(1)
language modeling
(1)
passage retrieval
(1)
language model evaluation
(1)
knowledge graph question answering
(1)
tokenization
(1)
deep learning
(1)
spoken language understanding
(1)
continued pretraining
(1)
instruction tuning
(1)
vector quantization
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feature selection
(1)
Papers
UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment
ACL 2026
ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling
ICML 2025
Autoregressive Speech Synthesis without Vector Quantization
ACL 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
ACL 2025
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
ACL 2025
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning
EMNLP 2025
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
ACL 2025
SocialCC: Interactive Evaluation for Cultural Competence in Language Agents
ACL 2025
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs
EMNLP 2025
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
EMNLP 2024
UniAudio: Towards Universal Audio Generation with Large Language Models
ICML 2024
Automatic Selection of Discriminative Features for Dementia Detection in Cantonese-Speaking People
Interspeech 2022