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Articles by James Glass

Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
9 July 2024 by Yung-Sung Chuang and others
Computation and Language, Artificial Intelligence
DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable Learners
4 July 2024 by Saurabhchand Bhati and others at LogoMIT
Audio and Speech Processing
Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
3 July 2024 by Cheng-Yu Hsieh and others at LogoUniversity of Washington
Computation and Language, Artificial Intelligence
Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer
26 June 2024 by Liming Wang and others
Sound, Artificial Intelligence
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
16 June 2024 by Tianhua Zhang and others
Computation and Language
Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation
14 June 2024 by Andrew Rouditchenko and others at LogoMIT
Audio and Speech Processing, Computer Vision and Pattern Recognition
Self-Specialization: Uncovering Latent Expertise within Large Language Models
5 June 2024 by Junmo Kang and others at LogoMIT
Computation and Language, Artificial Intelligence
THREAD: Thinking Deeper with Recursive Spawning
27 May 2024 by Philip Schroeder and others
Computation and Language
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
1 April 2024 by Heng-Jui Chang and James Glass
Computation and Language, Sound
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
11 March 2024 by Yung-Sung Chuang and others
Computation and Language, Artificial Intelligence
Curiosity-driven Red-teaming for Large Language Models
29 February 2024 by Zhang-Wei Hong and others
Machine Learning, Artificial Intelligence
Listen, Think, and Understand
1
19 February 2024 by Yuan Gong and others at LogoMIT
Audio and Speech Processing, Sound
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation
25 January 2024 by Sameer Khurana and others
Computation and Language, Artificial Intelligence
Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective
16 January 2024 by Alexander Liu and others
Audio and Speech Processing, Computation and Language
What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
1 January 2024 by Brian Chen and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Joint Audio and Speech Understanding
10 December 2023 by Yuan Gong and others
Sound, Artificial Intelligence
Audio-Visual Neural Syntax Acquisition
11 October 2023 by Cheng-I Jeff Lai and others
Computation and Language, Machine Learning
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
19 September 2023 by Tianhua Zhang and others
Computation and Language
Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers
6 July 2023 by Yuan Gong and others
Sound, Audio and Speech Processing
SAIL: Search-Augmented Instruction Learning
25 June 2023 by Hongyin Luo and others
Computation and Language
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS
13 June 2023 by Cheng-Han Chiang and others
Computation and Language
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages
31 May 2023 by Andrew Rouditchenko and others
Computation and Language, Sound
Entailment as Robust Self-Learner
26 May 2023 by Jiaxin Ge and others
Computation and Language
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
26 May 2023 by Yung-Sung Chuang and others
Computation and Language
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering
18 May 2023 by Heng-Jui Chang and others
Computation and Language, Audio and Speech Processing
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval
9 May 2023 by Andrew Rouditchenko and others
Computation and Language, Computer Vision and Pattern Recognition
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation
5 May 2023 by Tianxing He and others
Computation and Language
Interpretable Unified Language Checking
7 April 2023 by Tianhua Zhang and others
Computation and Language
What, when, and where? -- Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
29 March 2023 by Brian Chen and others
Computer Vision and Pattern Recognition
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning
10 March 2023 by Hongyin Luo and James Glass
Computation and Language, Artificial Intelligence
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