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Papers
SmartSight: Mitigating Hallucination in Video-LLMs Without Compromising Video Understanding via Temporal Attention Collapse
AAAI 2026
Efficient Decoding Methods for Language Models on Encrypted Data
IJCNLP 2025
LNE-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models
EMNLP 2025
NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding
Interspeech 2025
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism
NAACL 2025
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
ICLR 2025
Tokenized Bandit for LLM Decoding and Alignment
ICML 2025
WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection
Interspeech 2025
Chain-of-Thought Reasoning Without Prompting
NeurIPS 2024
How are Prompts Different in Terms of Sensitivity?
NAACL 2024
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios
ACL 2024
Speed of Light Exact Greedy Decoding for RNN-T Speech Recognition Models on GPU
Interspeech 2024
Faithfulness-Aware Decoding Strategies for Abstractive Summarization
EACL 2023
Relation Also Need Attention: Integrating Relation Information Into Image Captioning
ACML 2021
Attention Is All You Need for Chinese Word Segmentation
EMNLP 2020
A Stable and Effective Learning Strategy for Trainable Greedy Decoding
EMNLP 2018
AMR Parsing using Stack-LSTMs
EMNLP 2017
A non-projective greedy dependency parser with bidirectional LSTMs
CoNLL 2017
Fast and Accurate Neural Word Segmentation for Chinese
ACL 2017
Trainable Greedy Decoding for Neural Machine Translation
EMNLP 2017