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Eighth International Workshop on Symbolic-Neural Learning (SNL2024)

June 26-27, 2024
Miraikan hall, Odaiba Miraikan 7F (Tokyo, Japan)

Program

Registration Desk Opening Hours:
6/26 12:30-18:00
6/27 9:30-18:00

June 26 (Wednesday)

13:00-13:10Opening
13:10-14:00Keynote talk I: Marco Cuturi A Short Survey on Optimal Transport Problems Arising in Sciences and Machine Learning and their Numerical Resolution using Neural Networks
14:00-14:50Keynote talk Ⅱ: Graham NeubigWhat is the shortest path to generalist web agents?
14:50-15:15Coffee break
15:15-15:40 Invited talk I: Hongyuan MeiTowards Flexible Reasoning with Large Language Models as Informal Logic Programs
15:40-16:05 Invited talk Ⅱ: Hiroshi Kera Interplay of machine learning and algebraic computation.
16:05-16:30 Invited talk Ⅲ : Shusaku EgamiEvent-Centric Knowledge Graph Construction and Its Applications
16:30-16:55 Coffee break
16:55-17:20Invited talk IV: Jun Sakuma AI Security: a new perspective of defensive attack
17:20-17:45 Invited talk V: Eita NakamuraRecent developments and open problems in audio-to-score music transcription
18:00-20:00 Banquet

June 27 (Thursday)

10:00-10:50Keynote talk Ⅲ: Boxin Shi High-speed Photometric Analysis using the Neuromorphic Camera High-speed Photometric Analysis using the Neuromorphic Camera
10:50-11:15 Invited talk Ⅵ: Yoko YamakataFood AI for Human and Planet Health
11:15-11:40 Invited talk Ⅶ: Keisuke Imotox-to-audio: General Audio Synthesis From Various Input Prompt
11:40-12:05 Invited talk Ⅷ: Takato HoriiEmotion as emergent symbols from physical and social interactions
12:05-13:35 Lunch break
13:35-14:35 Poster session
14:35-14:45Break
14:45-15:35 Keynote talk Ⅳ: Shinji WatanabeReproducing Large Speech Foundation Models
15:35-16:25 Keynote talk Ⅴ: Emre UgurDeepSym: A Neuro-symbolic Approach for Symbol Emergence and Planning
16:25-16:50 Coffee break
16:50-17:15Invited talk Ⅸ: Erhan Oztop Emergent Mirror and Imitation Mechanisms
17:15-17:40Invited talk Ⅹ: Natsue Yoshimura Simple genetic algorithm for on-site system optimization: A communication system for individuals with completely locked-in syndrome.
17:40-17:50 Closing

Program

Poster Session (June 27, 13:35-14:35)

(P01) Variable Assignment Invariant Neural Network for Learning Logic Programs
Yin Jun Phua (Tokyo Institute of Technology), Katsumi Inoue (National Institute of Informatics)

(P02) A non-autoregressive model for multivariate long-term time series generation
Kasumi Ohno, Kohei Makino, Makoto Miwa, Yutaka Sasaki (Toyota Technological Institute)

(P03) Distribution-Aware State Update Rule for Modern Hopfield Networks
Ryo Moriai, Nakamasa Inoue, Msayuki Tanaka, Rei Kawakami, Satoshi Ikehata,Ikuro Satou (Tokyo Institute of Technology School of Computing)

(P04) Knowledge Graph Embedding to Model Many-to-One Relations in a Literature Graph
Ryuki Ida, Yutaka Sasaki, Makoto Miwa (Toyota Technological Institute)

(P05) A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection
Taichi Aida (Tokyo Metropolitan University), Danushka Bollegala (University of Liverpool)

(P06) Injecting Entity and Co-reference into T5
Mohammad Golam Sohrab, Makoto Miwa (National Institute of Advanced Industrial Science and Technology)

(P07) Symbolic Communications Approach to Disordered Spin Systems
Tatsuto Murayama (Komatsu University), Asaki Saito (Future University Hakodate), Peter Davis (Telecognix Corporation)

(P08) Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations
Zengqing Wu (Osaka University, Kyoto University), Run Peng (University of Michigan), Xu Han (Fordham University), Shuyuan Zheng (Osaka University), Yixin Zhang (Kyoto University), Qianying Liu (National Institute of Informatics), Chuan Xiao (Osaka University, Nagoya University)

(P09) Tuning Emotional Large Language Models with AI Feedback
Kai Yoshida (Nara Institute of Science and Technology/RIKEN), Masahiro Mizukami (NTT Communication Science Laboratories), Seiya Kawano (RIKEN/Nara Institute of Science and Technology), Canasai KRUENGKRAI (RIKEN), Hiroaki Sugiyama (NTT Communication Science Laboratories), Koichiro Yoshino (RIKEN/Nara Institute of Science and Technology)

(P10) Improving Distantly-supervised Named Entity Recognition with Human-in-the-Loop
Ken Yano, Makoto Miwa, Sophia Ananiadou (AIRC, National Institute of Advanced Industrial Science and Technology)

(P11) Relation Extraction from Text by Dependency-aware Sequence-to-sequence Models
Masaki Asada(National Institute of Advanced Industrial Science and Technology), Makoto Miwa(National Institute of Advanced Industrial Science and Technology/Toyota Technological Institute)

(P12) ID-level Relation Extraction with Document-wide Discrete Sentence Masking
Tomoki Tsujimura, Makoto Miwa, Yutaka Sasaki(Toyota Technological Institute)

(P13) Pruning Multilingual Large Language Models for Multilingual Inference
Hwichan Kim (Tokyo Metropolitan University), Jun Suzuki(Tohoku University), Mamoru Komachi (Hitotsubashi University)

(P14) Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization
Kohei Matsuura (NTT)

(P15) Improving Mathematical Reasoning Ability of Large Language Models with Relation Tuples
Zhongtao Miao, Yoshimasa Tsuruoka (Graduate School of Information Science and Technology, the University of Tokyo)

(P16) Relation Instance Prompts with End-to-End Trainable Retrievers for Relation Extraction
Kohei Makino, Makoto Miwa, Yutaka Sasaki (Toyota Technological Institute)

(P17) QA-based Relation Extraction from Text with Multiple Question Expressions
Koshi Yamada, Yutaka Sasaki, Makoto Miwa (Toyota Technological Institute)

(P18) Simulation of Foreign Accentuation by Discrete Symbol-based Resynthesis Using Only Native Speech Corpora
Kentaro Onda, Joonyong Park, Daisuke Saito, Nobuaki Minematsu (The University of Tokyo)

(P19) Zero-Shot Text-to-Speech Synthesis Conditioned Using Self-Supervised Speech Representation Model
Kenichi Fujita, Takanori Ashihara, Hiroki Kanagawa, Takafumi Moriya, and Yusuke Ijima (NTT)

(P20) Multitask Learning Approach for Speaker Separation and Direction-of-Arrival Estimation
Roland Hartanto, Sakriani Sakti, Koichi Shinoda (Tokyo Institute of Technology, Japan Advanced Institute of Science and Technology/Nara Institute of Science and Technology)

(P21) Utterance-based Method for Depression Detection in Video Interviews
Cheuk Hee Lam, Nathania Nah, Koichi Shinoda, Momoko Kitazawa, Yuriko Kaise, ShunsukeTakagi, Genichi Sugihara, and Taishiro Kishimoto (Tokyo Institute of Technology, Keio University, Tokyo Medical and Dental University)

(P22) Annotations for Exploring Food Tweets From Multiple Aspects
Matīss Rikters, Edison Marrese-Taylor, Rinalds Vīksna (National Institute of Advanced Industrial Science and Technology)

(P23) Evaluation of Preference on Context-Aware Utterances based on Personality Traits using a Conversational Android Robot System
Ryota Fukui, Akishige Yuguchi, Yoshio Matsumoto, and Yuya Okadome (Tokyo University of Science)

(P24) Building and Forgetting an Assistive Robot's First-Person Narrative Memory through Large Language Models
Angel F. Garcia Contreras, Wen-Yu Chang, Seiya Kawano, Yun-Nung Chen, Koichiro Yoshino (RIKEN Guardian Robot Project, National Taiwan University)

(P25) Positive Initial Interaction: Rapport-Building Dialogue Strategies to Enhance User Experience with Virtual Agents
Muhammad Yeza Baihaqi (Nara Institute of Science and Technology/RIKEN), Angel García Contreras (RIKEN), Seiya Kawano (Nara Institute of Science and Technology/RIKEN), Koichiro Yoshino (Nara Institute of Science and Technology/RIKEN)

(P26) Visual Imitation Learning of Non-Prehensile Manipulation Tasks with Dynamics-Supervised Models
Abdullah Mustafa, Ryo Hanai, Ixchel G. Ramirez-Alpizar, Floris Erich, Ryoichi Nakajo, Yukiyasu Domae, Tetsuya Ogata (National Institute of Advanced Industrial Science and Technology)

(P27) Embodied Agent Guiding Through Context-Fused Images
KENJI CARI KOGA, NAKAMASA INOUE, REI KAWAKAMI (Tokyo Institute of Technology)

(P28) Work Tempo Instruction Framework for Balancing Human Workload and Productivity in Repetitive Task
Naoki Shirakura, Natsuki Yamanobe, Tsubasa Maruyama, Yukiyasu Domae, Tetsuya Ogata (National Institute of Advanced Industrial Science and Technology)

(P29) Egocentric Human Activities Recognition with Multi-modal Interaction Sensing
Yuzhe Hao, Asako Kanezaki, Ikuro Sato, Rei Kawakami, Koichi Shinoda (Shinoda Lab, Tokyo Institute of Technology)

(P30) Hierarchical Code Generator for Compositional Visual Question Answering
Ruoyue Shen, Nakamasa Inoue, Koichi Shinoda (Tokyo Institute of Technology)

(P31) Diffusion-Based Adaptation for Classification of Unknown Degraded Images
Dinesh Daultani, Masayuki Tanaka, Masatoshi Okutomi, Kazuki Endo (Tokyo Institute of Technology, Teikyo Heisei University)

(P32) Camera Angle-Aware Multi-Object Tracking
Felix Limanta (Tokyo Institute of Technology), Kuniaki Uto (Tokyo Institute of Technology), Koichi Shinoda (Tokyo Institute of Technology)