AAAI 2023

2,023 papers

A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis

Kaisong Song, Yangyang Kang, Jiawei Liu, Xurui Li, Changlong Sun

Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning

Jiasheng Si, Yingjie Zhu, Deyu Zhou

Which Shortcut Solution Do Question Answering Models Prefer to Learn?

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

CoP: Factual Inconsistency Detection by Controlling the Preference

Shuaijie She, Xiang Geng, Shujian Huang, Jiajun Chen

Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine

Jivitesh Sharma, Rohan Yadav, Ole-Christoffer Granmo, Lei Jiao

Rephrasing the Reference for Non-autoregressive Machine Translation

Chenze Shao, Jinchao Zhang, Jie Zhou, Yang Feng

Improving Interpretability via Explicit Word Interaction Graph Layer

Arshdeep Sekhon, Hanjie Chen, Aman Shrivastava, Zhe Wang, Yangfeng Ji

Prompting Neural Machine Translation with Translation Memories

Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao

Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention

Hongyan Ran, Caiyan Jia

Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble

Xiaoye Qu, Jun Zeng, Daizong Liu, Zhefeng Wang, Baoxing Huai

BERT-ERC: Fine-Tuning BERT Is Enough for Emotion Recognition in Conversation

Xiangyu Qin, Zhiyu Wu, Tingting Zhang, Yanran Li, Jian Luan

Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases

Libo Qin, Zhouyang Li, Qiying Yu, Lehan Wang, Wanxiang Che

SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER

Pengnian Qi, Biao Qin

Multi-Mask Label Mapping for Prompt-Based Learning

Jirui Qi, Richong Zhang, Jaein Kim, Junfan Chen, Wenyi Qin

Relation-Aware Language-Graph Transformer for Question Answering

Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeonjin Park, Ji-Hoon Kim

RINK: Reader-Inherited Evidence Reranker for Table-and-Text Open Domain Question Answering

Eunhwan Park, Sung-Min Lee, Dearyong Seo, Seonhoon Kim, Inho Kang

Hierarchical Event Grounding

Jiefu Ou, Adithya Pratapa, Rishubh Gupta, Teruko Mitamura

RWEN-TTS: Relation-Aware Word Encoding Network for Natural Text-to-Speech Synthesis

Shinhyeok Oh, HyeongRae Noh, Yoonseok Hong, Insoo Oh

Improving the Cross-Lingual Generalisation in Visual Question Answering

Farhad Nooralahzadeh, Rico Sennrich

Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training

Yuting Ning, Zhenya Huang, Xin lin, Enhong Chen, Shiwei Tong

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing

Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Shi Han

AUC Maximization for Low-Resource Named Entity Recognition

Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray Buntine, RIchard Beare

Inferential Knowledge-Enhanced Integrated Reasoning for Video Question Answering

Jianguo Mao, Wenbin Jiang, Hong Liu, Xiangdong Wang, Yajuan Lyu

HybridPrompt: Bridging Language Models and Human Priors in Prompt Tuning for Visual Question Answering

Zhiyuan Ma, Zhihuan Yu, Jianjun Li, Guohui Li

Graph Component Contrastive Learning for Concept Relatedness Estimation

YueEn Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang

Feature-Level Debiased Natural Language Understanding

Yougang Lyu, Piji Li, Yechang Yang, Maarten de Rijke, Pengjie Ren

Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor

Qiaoyang Luo, Lingqiao Liu

KICE: A Knowledge Consolidation and Expansion Framework for Relation Extraction

Yilin Lu, Xiaoqiang Wang, Haofeng Yang, Siliang Tang

PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets

Jinghui Lu, Rui Zhao, Brian Mac Namee, Fei Tan

Universal Information Extraction as Unified Semantic Matching

Jie Lou, Yaojie Lu, Dai Dai, Wei Jia, Hongyu Lin

SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph

Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han

Learning Compositional Tasks from Language Instructions

Lajanugen Logeswaran, Wilka Carvalho, Honglak Lee

Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary

Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu

Adjective Scale Probe: Can Language Models Encode Formal Semantics Information?

Wei Liu, Ming Xiang, Nai Ding

Unsupervised Paraphrasing under Syntax Knowledge

Tianyuan Liu, Yuqing Sun, Jiaqi Wu, Xi Xu, Yuchen Han

Towards Credible Human Evaluation of Open-Domain Dialog Systems Using Interactive Setup

Sijia Liu, Patrick Lange, Behnam Hedayatnia, Alexandros Papangelis, Di Jin

A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation

Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo

Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation

Min Liu, Yu Bao, Chengqi Zhao, Shujian Huang

LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation

Jiguo Liu, Chao Liu, Nan Li, Shihao Gao, Mingqi Liu

SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack

Han Liu, Zhi Xu, Xiaotong Zhang, Xiaoming Xu, Feng Zhang

Boosting Few-Shot Text Classification via Distribution Estimation

Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Fenglong Ma

Detecting and Grounding Important Characters in Visual Stories

Danyang Liu, Frank Keller

DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking

Chang Liu, Jie Zhang, Han Fang, Zehua Ma, Weiming Zhang

On Grounded Planning for Embodied Tasks with Language Models

Bill Yuchen Lin, Chengsong Huang, Qian Liu, Wenda Gu, Sam Sommerer

Generalizing Math Word Problem Solvers via Solution Diversification

Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao

STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction

Shuo Liang, Wei Wei, Xian-Ling Mao, Yuanyuan Fu, Rui Fang

WIERT: Web Information Extraction via Render Tree

Zimeng Li, Bo Shao, Linjun Shou, Ming Gong, Gen Li

Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation

Yunpeng Li, Yue Hu, Yajing Sun, Luxi Xing, Ping Guo

Heterogeneous-Branch Collaborative Learning for Dialogue Generation

Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li

DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data

Xiao Li, Yin Zhu, Sichen Liu, Jiangzhou Ju, Yuzhong Qu

PGSS: Pitch-Guided Speech Separation

Xiang Li, Yiwen Wang, Yifan Sun, Xihong Wu, Jing Chen

SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition

Wei Li, Luyao Zhu, Rui Mao, Erik Cambria

Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation

Tongliang Li, Zixiang Wang, Zhoujun Li

Mitigating Negative Style Transfer in Hybrid Dialogue System

Shimin Li, Qinyuan Cheng, Linyang Li, Xipeng Qiu

TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models

Minghao Li, Tengchao Lv, Jingye Chen, Lei Cui, Yijuan Lu

Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization

Miao Li, Jianzhong Qi, Jey Han Lau

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma

RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL

Haoyang Li, Jing Zhang, Cuiping Li, Hong Chen

Online Noisy Continual Relation Learning

Guozheng Li, Peng Wang, Qiqing Luo, Yanhe Liu, Wenjun Ke

Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction

Bo Li, Wei Ye, Jinglei Zhang, Shikun Zhang

Sequence Generation with Label Augmentation for Relation Extraction

Bo Li, Dingyao Yu, Wei Ye, Jinglei Zhang, Shikun Zhang

SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition

Yichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang

UniSyn: An End-to-End Unified Model for Text-to-Speech and Singing Voice Synthesis

Yi Lei, Shan Yang, Xinsheng Wang, Qicong Xie, Jixun Yao

LIQUID: A Framework for List Question Answering Dataset Generation

Seongyun Lee, Hyunjae Kim, Jaewoo Kang

Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization

Jaeseong Lee, Dohyeon Lee, Seung-won Hwang

COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering

Mingrui Lao, Nan Pu, Yu Liu, Kai He, Erwin M. Bakker

Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues

Shivani Kumar, Ishani Mondal, Md Shad Akhtar, Tanmoy Chakraborty

Cross-Modal Distillation for Speaker Recognition

Yufeng Jin, Guosheng Hu, Haonan Chen, Duoqian Miao, Liang Hu

Prototypical Fine-Tuning: Towards Robust Performance under Varying Data Sizes

Yiqiao Jin, Xiting Wang, Yaru Hao, Yizhou Sun, Xing Xie

SeDepTTS: Enhancing the Naturalness via Semantic Dependency and Local Convolution for Text-to-Speech Synthesis

Chenglong Jiang, Ying Gao, Wing W.Y. Ng, Jiyong Zhou, Jinghui Zhong

SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network

Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du

IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages

Tahir Javed, Kaushal Bhogale, Abhigyan Raman, Pratyush Kumar, Anoop Kunchukuttan

Hierarchical Text Classification as Sub-hierarchy Sequence Generation

SangHun Im, GiBaeg Kim, Heung-Seon Oh, Seongung Jo, Dong Hwan Kim

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases

Xiang Huang, Sitao Cheng, Yiheng Shu, Yuheng Bao, Yuzhong Qu

Personalized Dialogue Generation with Persona-Adaptive Attention

Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu

SEAT: Stable and Explainable Attention

Lijie Hu, Yixin Liu, Ninghao Liu, Mengdi Huai, Lichao Sun

A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images

Kai Hu, Zhuoyuan Wu, Zhuoyao Zhong, Weihong Lin, Lei Sun

A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER

Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen

Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks

Mahshid Hosseini, Cornelia Caragea

Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction

Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li

Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding

Hongliang He, Junlei Zhang, Zhenzhong Lan, Yue Zhang

RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer

Pei Guo, Yisheng Xiao, Juntao Li, Min Zhang

Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking

Jinyu Guo, Kai Shuang, Kaihang Zhang, Yixuan Liu, Jijie Li

Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework

Jian Guan, Zhenyu Yang, Rongsheng Zhang, ZHIPENG HU, Minlie Huang

Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning

Xiang Geng, Yu Zhang, Jiahuan Li, Shujian Huang, Hao Yang

ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition

Ling Ge, Chunming Hu, Guanghui Ma, Hong Zhang, Jihong Liu

SumREN: Summarizing Reported Speech about Events in News

Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small, Heng Ji

On the Effectiveness of Parameter-Efficient Fine-Tuning

Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing

MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL

Yingwen Fu, Wenjie Ou, Zhou Yu, Yue Lin

Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards

Giacomo Frisoni, Paolo Italiani, Stefano Salvatori, Gianluca Moro

Diffuser: Efficient Transformers with Multi-Hop Attention Diffusion for Long Sequences

Aosong Feng, Irene Li, Yuang Jiang, Rex Ying

Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text

Liam Dugan, Daphne Ippolito, Arun Kirubarajan, Sherry Shi, Chris Callison-Burch

Learning to Select from Multiple Options

Jiangshu Du, Wenpeng Yin, Congying Xia, Philip S. Yu

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che

Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition

Chenxiao Dou, Xianghui Sun, Yaoshu Wang, Yunjie Ji, Baochang Ma

Improving Simultaneous Machine Translation with Monolingual Data

Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao

Neural Dynamic Focused Topic Model

Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda

Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners

Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim, Sang-Woo Lee, Sang-goo Lee

Unsupervised Explanation Generation via Correct Instantiations

Sijie Cheng, Zhiyong Wu, Jiangjie Chen, Zhixing Li, Yang Liu

A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding

Lizhi Cheng, Wenmian Yang, Weijia Jia