b'Dong Yu'

research

∙ 09/18/2023

Stabilizing RLHF through Advantage Model and Selective Rehearsal

Large Language Models (LLMs) have revolutionized natural language proces...

0 Baolin Peng, et al. ∙

research

∙ 09/18/2023

Proposition from the Perspective of Chinese Language: A Chinese Proposition Classification Evaluation Benchmark

Existing propositions often rely on logical constants for classification...

0 Conghui Niu, et al. ∙

research

∙ 09/15/2023

LASER: LLM Agent with State-Space Exploration for Web Navigation

Large language models (LLMs) have been successfully adapted for interact...

0 Kaixin Ma, et al. ∙

research

∙ 09/14/2023

SpatialCodec: Neural Spatial Speech Coding

In this work, we address the challenge of encoding speech captured by a ...

0 Zhongweiyang Xu, et al. ∙

research

∙ 09/14/2023

M3-AUDIODEC: Multi-channel multi-speaker multi-spatial audio codec

We introduce M3-AUDIODEC, an innovative neural spatial audio codec desig...

0 Anton Ratnarajah, et al. ∙

research

∙ 09/08/2023

Unsupervised Multi-document Summarization with Holistic Inference

Multi-document summarization aims to obtain core information from a coll...

0 Haopeng Zhang, et al. ∙

research

∙ 09/04/2023

Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation

Mapping two modalities, speech and text, into a shared representation sp...

0 Jiaxu Zhu, et al. ∙

research

∙ 08/19/2023

Bayes Risk Transducer: Transducer with Controllable Alignment Prediction

Automatic speech recognition (ASR) based on transducers is widely used. ...

0 Jinchuan Tian, et al. ∙

research

∙ 08/01/2023

Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models

We consider the problem of eliciting compositional generalization capabi...

0 Jiaao Chen, et al. ∙

research

∙ 07/19/2023

Thrust: Adaptively Propels Large Language Models with External Knowledge

Although large-scale pre-trained language models (PTLMs) are shown to en...

0 Xinran Zhao, et al. ∙

research

∙ 07/16/2023

MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning

Reasoning in mathematical domains remains a significant challenge for re...

0 Zhenwen Liang, et al. ∙

research

∙ 07/08/2023

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation

Recently developed large language models have achieved remarkable succes...

0 Neeraj Varshney, et al. ∙

research

∙ 05/30/2023

Make-A-Voice: Unified Voice Synthesis With Discrete Representation

Various applications of voice synthesis have been developed independentl...

0 Rongjie Huang, et al. ∙

research

∙ 05/24/2023

PIVOINE: Instruction Tuning for Open-world Information Extraction

We consider the problem of Open-world Information Extraction (Open-world...

0 Keming Lu, et al. ∙

research

∙ 05/24/2023

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations

Traditional sentence embedding models encode sentences into vector repre...

0 James Y. Huang, et al. ∙

research

∙ 05/22/2023

Open-Domain Event Graph Induction for Mitigating Framing Bias

Researchers have proposed various information extraction (IE) techniques...

0 Siyi Liu, et al. ∙

research

∙ 05/04/2023

Faithful Question Answering with Monte-Carlo Planning

Although large language models demonstrate remarkable question-answering...

0 Ruixin Hong, et al. ∙

research

∙ 02/27/2023

3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty

Multi-channel speech separation using speaker's directional information ...

0 Rongzhi Gu, et al. ∙

research

∙ 02/16/2023

Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production

Knowledge-aided dialogue response generation aims at augmenting chatbots...

0 Ante Wang, et al. ∙

research

∙ 01/31/2023

Friend-training: Learning from Models of Different but Related Tasks

Current self-training methods such as standard self-training, co-trainin...

0 Mian Zhang, et al. ∙

research

∙ 01/31/2023

InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt

Expressive text-to-speech (TTS) aims to synthesize different speaking st...

0 Dongchao Yang, et al. ∙

research

∙ 01/31/2023

Neural Target Speech Extraction: An Overview

Humans can listen to a target speaker even in challenging acoustic condi...

0 Katerina Zmolikova, et al. ∙

research

∙ 12/19/2022

OASum: Large-Scale Open Domain Aspect-based Summarization

Aspect or query-based summarization has recently caught more attention, ...

0 Xianjun Yang, et al. ∙

research

∙ 12/16/2022

Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation

Recently, frequency domain all-neural beamforming methods have achieved ...

0 Rongzhi Gu, et al. ∙

research

∙ 12/06/2022

ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion

Knowledge base completion (KBC) aims to predict the missing links in kno...

0 Pei Chen, et al. ∙

research

∙ 11/22/2022

Deep Neural Mel-Subband Beamformer for In-car Speech Separation

While current deep learning (DL)-based beamforming techniques have been ...

0 Vinay Kothapally, et al. ∙

research

∙ 11/09/2022

Efficient Zero-shot Event Extraction with Context-Definition Alignment

Event extraction (EE) is the task of identifying interested event mentio...

0 Hongming Zhang, et al. ∙

research

∙ 10/28/2022

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models

Fully-parametric language models generally require a huge number of mode...

0 Xiaoman Pan, et al. ∙

research

∙ 10/28/2022

Toward Unifying Text Segmentation and Long Document Summarization

Text segmentation is important for signaling a document's structure. Wit...

0 Sangwoo Cho, et al. ∙

research

∙ 10/22/2022

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure

In this paper, we propose a comprehensive benchmark to investigate model...

0 Yinya Huang, et al. ∙

research

∙ 10/22/2022

Salience Allocation as Guidance for Abstractive Summarization

Abstractive summarization models typically learn to capture the salient ...

0 Fei Wang, et al. ∙

research

∙ 10/21/2022

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination

Large-scale pretrained language models have made significant advances in...

0 Yue Yang, et al. ∙

research

∙ 10/14/2022

Bayes risk CTC: Controllable CTC alignment in Sequence-to-Sequence tasks

Sequence-to-Sequence (seq2seq) tasks transcribe the input sequence to a ...

0 Jinchuan Tian, et al. ∙

research

∙ 10/11/2022

Cross-Lingual Speaker Identification Using Distant Supervision

Speaker identification, determining which character said each utterance ...

0 Ben Zhou, et al. ∙

research

∙ 10/01/2022

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks

Although large language models have achieved impressive zero-shot abilit...

5 Zhenhailong Wang, et al. ∙

research

∙ 08/15/2022

C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification

Self-supervised learning (SSL) has drawn an increased attention in the f...

0 Chunlei Zhang, et al. ∙

research

∙ 07/20/2022

Diffsound: Discrete Diffusion Model for Text-to-sound Generation

Generating sound effects that humans want is an important topic. However...

0 Dongchao Yang, et al. ∙

research

∙ 06/22/2022

Hierarchical Context Tagging for Utterance Rewriting

Utterance rewriting aims to recover coreferences and omitted information...

0 Lisa Jin, et al. ∙

research

∙ 06/06/2022

UTTS: Unsupervised TTS with Conditional Disentangled Sequential Variational Auto-encoder

In this paper, we propose a novel unsupervised text-to-speech (UTTS) fra...

0 Jiachen Lian, et al. ∙

research

∙ 06/05/2022

LAE: Language-Aware Encoder for Monolingual and Multilingual ASR

Despite the rapid progress in automatic speech recognition (ASR) researc...

0 Jinchuan Tian, et al. ∙

research

∙ 05/20/2022

NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement

Acoustic echo cancellation (AEC) plays an important role in the full-dup...

0 Meng Yu, et al. ∙

research

∙ 05/11/2022

Towards Improved Zero-shot Voice Conversion with Conditional DSVAE

Disentangling content and speaking style information is essential for ze...

0 Jiachen Lian, et al. ∙

research

∙ 04/27/2022

Distant finetuning with discourse relations for stance classification

Approaches for the stance classification task, an important task for und...

0 Lifeng Jin, et al. ∙

research

∙ 04/07/2022

3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition

Recently, Conformer based CTC/AED model has become a mainstream architec...

0 Zhao You, et al. ∙

research

∙ 03/30/2022

Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion

Traditional studies on voice conversion (VC) have made progress with par...

0 Jiachen Lian, et al. ∙

research

∙ 03/29/2022

Integrate Lattice-Free MMI into End-to-End Speech Recognition

In automatic speech recognition (ASR) research, discriminative criteria ...

0 Jinchuan Tian, et al. ∙

research

∙ 03/22/2022

Towards Abstractive Grounded Summarization of Podcast Transcripts

Podcasts have recently shown a rapid rise in popularity. Summarization o...

4 Kaiqiang Song, et al. ∙

research

∙ 03/19/2022

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension

Comprehending a dialogue requires a model to capture diverse kinds of ke...

0 Chao Zhao, et al. ∙

research

∙ 03/16/2022

C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References

We consider the problem of pretraining a two-stage open-domain question ...

0 Xiang Yue, et al. ∙

research

∙ 03/01/2022

Full RGB Just Noticeable Difference (JND) Modelling

Just Noticeable Difference (JND) has many applications in multimedia sig...

9 Jian Jin, et al. ∙

Dong Yu

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