hunoutl/paperlists huggingface dataset:
Title: MultiCMET: A Novel Chinese Benchmark for Understanding Multimodal Metaphor
Affiliations: School of Software, Dalian University of Technology, China; School of Software, School of Foreign Languages, Dalian University of Technology, China; School of Computer Science and Technology, Dalian University of Technology, China
Conference: emnlp 2023 (main track)
Keywords: Multimodal metaphor;Benchmark;Chinese language;Domain lexicon;Metaphor understanding
Decision: Long Findings
Title: From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction
Affiliations: Wangxuan Institute of Computer Technology, Peking University and Center for Data Science, Peking University; Wangxuan Institute of Computer Technology, Peking University and School of Intelligence Science and Technology, Peking University; Wangxuan Institute of Computer Technology, Peking University and National Key Laboratory of General Artificial Intelligence
Conference: emnlp 2023 (main track)
Keywords: Document-level event extraction;informative argument extraction;simple-to-complex prediction
Decision: Long Findings
Title: Towards Multilingual Interlinear Morphological Glossing
Affiliations: Université Paris-Saclay & CNRS, LISN, rue du Belvédère, 91405 Orsay, France; Sorbonne Université & CNRS, ISIR, 5 Place Jussieu, 75005 Paris, France
Conference: emnlp 2023 (main track)
Keywords: Computational Language Documentation; Interlinear Morphological Glosses; Structured Prediction;
Decision: Long Findings
Title: Miracle: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control
Affiliations: Cognitive Computing and Intelligent Information Processing (CCIIP) Laboratory, School of Computer Science and Technology, Huazhong University of Science and Technology; Beijing Institute of Technology; Ping An Property & Casualty Insurance company of China, Ltd.; Brilliance Technology Co. Ltd.
Conference: emnlp 2023 (main track)
Keywords: personalized response generaion;dialogue;Natural language generation
Decision: Long Findings
Title: Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Affiliations: Seoul National University, NA VER Cloud, NA VER AI Lab; Seoul National University, NA VER Cloud; Seoul National University, IntelliSys; NA VER Cloud, NA VER AI Lab, KAIST; Seoul National University; Hanyang University
Conference: emnlp 2023 (main track)
Keywords: Domain Adaptation;Universal Domain Adaptation;Out-of-Distribution Detection
Decision: Long Findings
Title: A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization
Affiliations: DAMO Academy, Alibaba Group, Singapore & National University of Singapore; National University of Singapore; DAMO Academy, Alibaba Group, Singapore & Hupan Lab, Hangzhou, China
Conference: emnlp 2023 (main track)
Keywords: multi-document summarization;abstractive summarization;pre-trained language models;hierarchical
Decision: Long Findings
Title: Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks
Affiliations: Centre for Argument Technology, University of Dundee, Dundee DD1 4HN, United Kingdom; VRAIN, Universitat Politècnica de València, 46022 València, Spain
Conference: emnlp 2023 (main track)
Keywords: Argument Evaluation;Debate Analysis;Argumentation Theory;Computational Argumentation
Decision: Long Main
Title: Multi-level Contrastive Learning for Script-based Character Understanding
Affiliations: Shenzhen International Graduate School, Tsinghua University; School of Computer Science, Beijing University of Posts and Telecommunications; Halicio ˘glu Data Science Institute, University of California, San Diego; Independent Researcher
Conference: emnlp 2023 (main track)
Keywords: Natural Language Processing;Character Understanding;Contrastive Learning
Decision: Long Main
Title: End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions
Affiliations: Department of Computer Science, Columbia University; School of Computer Science and Engineering, Central South University; Research Center for Social Computing and Information Retrieval; Singapore Management University; School of Engineering, Westlake University; Harbin Institute of Technology, China
Conference: emnlp 2023 (main track)
Keywords: End-to-End Task-Oriented Dialogue (EToD);Task-oriented Dialogue Systems (ToD);Pre-trained Models in Dialogue Systems
Decision: Long Main
Title: Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning
Affiliations: Institute of Information Engineering, CAS, China; Meituan, China; Institute of Information Engineering, CAS, China; School of Cyber Security, UCAS, China
Conference: emnlp 2023 (main track)
Keywords: fine-grained entity typing;natural language processing;noisy labels;co-prediction prompt tuning;large language model
Decision: Long Findings
Title: RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data
Affiliations: ILLS, MILA - Quebec AI Institute, McGill University, Paris-Saclay University; ILLS, MILA - Quebec AI Institute, CNRS, CentraleSupélec, Paris-Saclay University; MICS, CentraleSupélec, Paris-Saclay University, Equall, Paris
Conference: emnlp 2023 (main track)
Keywords: NLP;OOD detection;natural language generation
Decision: Long Main
Title: HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts
Affiliations: Independent Researcher; AISIA Lab, University of Science, Vietnam National University Ho Chi Minh City; Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France; University of Tennessee at Chattanooga; Institute for Infocomm Research (I2R), A*STAR, Singapore; VinUniversity; Salesforce Research Asia; Singapore Management University
Conference: emnlp 2023 (main track)
Keywords: Sparse mixture of experts;hypernetwork;efficient training of LLMs;large language models
Decision: Short Main
Title: Controllable Contrastive Generation for Multilingual Biomedical Entity Linking
Affiliations: Peng Cheng Laboratory, Shenzhen, China; The Hong Kong University of Science and Technology, Hong Kong, China; Harbin Institute of Technology (Shenzhen), Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Multilingual Biomedical Entity Linking;Controllable Generation;Contrastive Learning
Decision: Long Main
Title: Prompt-Based Editing for Text Style Transfer
Affiliations: Dept. Computing Science, Alberta Machine Intelligence Institute (Amii), University of Alberta, Canada; Dept. Computing Science, Alberta Machine Intelligence Institute (Amii), University of Alberta, Canada; Canada CIFAR AI Chair, Amii
Conference: emnlp 2023 (main track)
Keywords: Text style transfer; Prompt-based editing; Large language models
Decision: Long Findings
Title: Rumor Detection on Social Media with Crowd Intelligence and ChatGPT-Assisted Networks
Affiliations: School of New Media and Communication, Tianjin University, Tianjin, China; College of Intelligence and Computing, Tianjin University, Tianjin, China; College of Information Science and Engineering, Shenyang University of Technology, China
Conference: emnlp 2023 (main track)
Keywords: Rumor Detection; Crowd Intelligence; Large Language Model; Heterogeneous Graph; Semantic Feature Learning
Decision: Long Main
Title: Generating Commonsense Counterfactuals for Stable Relation Extraction
Affiliations: School of Computer Science, Wuhan University, China; School of Computer Science, Wuhan University, China; Intellectual Computing Laboratory for Cultural Heritage, Wuhan University, China
Conference: emnlp 2023 (main track)
Keywords: Counterfactual Data Augmentation;Commonsense-constrained Generation;Relation Extraction
Decision: Long Main
Title: MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
Affiliations: National Institute of Education, Nanyang Technological University; Department of Computer Science, ETH Zurich; Professorship for Learning Sciences and Higher Education, ETH Zurich; ETH AI Center; Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science and Hessian Center for AI (hessian.AI), TU Darmstadt
Conference: emnlp 2023 (main track)
Keywords: dialogue;dataset;collection;response generation;natural language generation;math;reasoning;tutoring
Decision: Long Findings
Title: Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process
Affiliations: School of Artificial Intelligence, University of Chinese Academy of Sciences; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences; Meituan, Beijing; School of Artificial Intelligence, University of Chinese Academy of Sciences; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences; Shanghai Artificial Intelligence Laboratory; Harbin Institute of Technology, Weihai
Conference: emnlp 2023 (main track)
Keywords: In-Context Learning;Representative Subset Selection;Determinantal Point Process
Decision: Long Main
Title: xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark
Affiliations: Shenzhen Research Institute of Big Data, School of Data Science, The Chinese University of Hong Kong, Shenzhen, China; National University of Singapore, Singapore; Tencent AI Lab, China; Universidad Politécnica de Madrid, Spain
Conference: emnlp 2023 (main track)
Keywords: Automatic Dialogue Evaluation;Multilingual Dialogue;Large Language Models
Decision: Long Findings
Title: PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter
Affiliations: Ping An Technology (Shenzhen) Co., Ltd., China; University of Maryland
Conference: emnlp 2023 (main track)
Keywords: Retrieval Question Answering;Black-Box LLMs;Retrieval Augmentation;Pluggable Reward-Driven Contextual Adapter
Decision: Long Main
Title: Query Rewriting in Retrieval-Augmented Large Language Models
Affiliations: Microsoft Research Asia; Microsoft Azure AI; Department of Computer Science and Engineering, Shanghai Jiao Tong University; Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Shanghai Jiao Tong University
Conference: emnlp 2023 (main track)
Keywords: large language model;retrieval augmentation;query rewriting.
Decision: Long Main
Title: LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models
Affiliations: Southwest Jiaotong University; Singapore University of Technology and Design; Singapore Management University; University of Electronic Science and Technology of China; DAMO Academy, Alibaba Group, Singapore
Conference: emnlp 2023 (main track)
Keywords: Parameter-Efficient Fine-Tuning;Large Language Models
Decision: Long Main
Title: InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations
Affiliations: Saarland Informatics Campus, Saarbrücken, Germany; Technische Universität Berlin, Germany; German Research Center for Artificial Intelligence (DFKI)
Conference: emnlp 2023 (main track)
Keywords: explainability;dialogue;interpretability;dataset analysis;conversational ai;simulatability
Decision: Long Findings
Title: ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing
Affiliations: Multimedia Communications Laboratory, University of Information Technology, Ho Chi Minh City, Vietnam; Vietnam National University, Ho Chi Minh City, Vietnam; Faculty of Information Science and Engineering, University of Information Technology, Ho Chi Minh City, Vietnam; Vietnam National University, Ho Chi Minh City, Vietnam
Conference: emnlp 2023 (main track)
Keywords: Language Models;Social Media Processing;Low resource
Decision: Long Main
Title: How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey
Affiliations: School of Computer Science and Engineering, Beihang University, China; Department of Computer Science, University of Manchester, United Kingdom; Faculty of Information Technology, Beijing University of Technology, China
Conference: emnlp 2023 (main track)
Keywords: Pre-trained Language Models;Transfer Learning;Transferability Estimation;Model Selection
Decision: Long Findings
Title: Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information
Affiliations: Neural Networks and Deep Learning Lab, MIPT, Dolgoprudny, Russia; London Institute for Mathematical Sciences, London, UK; Neural Networks and Deep Learning Lab, MIPT, Dolgoprudny, Russia; AIRI, Moscow, Russia
Conference: emnlp 2023 (main track)
Keywords: Knowledge graphs;Knowledge graph completion;Language models;Graph neighborhood;Transformer
Decision: Short Findings
Title: Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces
Affiliations: Bar-Ilan University
Conference: emnlp 2023 (main track)
Keywords: Probing;Probe;Indicator;Word Representations;Embedding Space;Interpretability;Context;Social Bias;Morphology;Semantics;Gender;Concept Erasure
Decision: Long Findings
Title: ClozEx: A Task toward Generation of English Cloze Explanation
Affiliations: Tokyo Metropolitan University. 6-6 Asahigaoka, Hino, Tokyo 191-0065, Japan; Hitotsubashi University. 2-1 Naka, Kunitachi, Tokyo 186-8601, Japan; CyberAgent, Inc. 2-24-12 Shibuya Shibuya-ku, Tokyo 150-6121, Japan
Conference: emnlp 2023 (main track)
Keywords: language assessment;english education;text generation;dataset
Decision: Long Findings
Title: Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization
Affiliations: National Key Laboratory for Multimedia Information Processing, Peking University; School of Software & Microelectronics, Peking University; National Key Laboratory for Multimedia Information Processing, Peking University; School of Computer Science, Peking University; Alibaba Group; Tencent Cloud AI
Conference: emnlp 2023 (main track)
Keywords: pretrained language model;adaptive sub-net Optimization
Decision: Long Findings
Title: Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs Through a Global Prompt Hacking Competition
Affiliations: University of Milan; Technical University of Sofia; NYU; Towards AI; Stanford; University of Arizona; Mila; University of Maryland
Conference: emnlp 2023 (main track)
Keywords: Ignore This Title: Expose Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition
Decision: Long Main
Title: DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading
Affiliations: School of Computer Engineering and Science, Shanghai University, China; Department of Computer Science and Engineering, Shanghai Jiao Tong University, China; Graduate School of Informatics, Kyoto University, Japan
Conference: emnlp 2023 (main track)
Keywords: visually-rich document;dataset;eye tracking;human reading order;preordering
Decision: Long Findings
Title: MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension
Affiliations: Agency for Science, Technology and Research (A*STAR); Osaka University; Meetyou AI Lab, University of Chinese Academy of Sciences, Xiamen Key Laboratory of Women’s Internet Health Management
Conference: emnlp 2023 (main track)
Keywords: Question Answering;Prompt Learning;Soft Prompt;Machine Reading Comprehension
Decision: Long Findings
Title: Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models
Affiliations: Cohere For AI; Cohere For AI, School of Electrical and Computer Engineering and the Artificial Intelligence Lab, Recod.ai, University of Campinas (UNICAMP); Cohere
Conference: emnlp 2023 (main track)
Keywords: toxicity mitigation;retrieval-augmented;continual learning
Decision: Long Findings
Title: CCIM: Cross-modal Cross-lingual Interactive Image Translation
Affiliations: Samsung Research China - Beijing (SRC-B); State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences; Fanyu AI Laboratory, Zhongke Fanyu Technology Co., Ltd; School of Artificial Intelligence, University of Chinese Academy of Sciences; State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences
Conference: emnlp 2023 (main track)
Keywords: cross-modal cross-lingual interactive decoding;text image machine translation;text image recogntion
Decision: Short Findings
Title: Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders
Affiliations: Zhongguancun Laboratory, Beijing, P.R.China.; School of Computer Science and Engineering, Beihang University, Beijing, P.R.China.; School of Software, Beihang University, Beijing, P.R.China.; Institute of Automation, Chinese Academy of Sciences, Beijing, P.R.China.
Conference: emnlp 2023 (main track)
Keywords: Bipartite Graph;Graph Pre-training;Unsupervised Extractive Summarization;Graph Convolutional Auto-Encoders
Decision: Long Findings
Title: Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue
Affiliations: School of Statistics and Data Science, LPMC, KLMDASR & LEBPS, Nankai University; TKLNDST, CS, Nankai University; Key Laboratory of DISSec, Ministry of Education, China; College of Computer Science, Sichuan University; College of Mathematics and Statistics Science, Shandong Key Laboratory of Language Resource Development and Application, Ludong University; Education Field Integrated & Publishing Knowledge Mining & Service Key Laboratory, National Press and Publication Administration, China
Conference: emnlp 2023 (main track)
Keywords: Knowledge-grounded Dialogue;Knowledge Selection;Generator-agnostic
Decision: Long Main
Title: Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City
Affiliations: Department of Sociology, Columbia University; Platial Analysis Lab, Department of Geography, McGill University; Platial Analysis Lab, Department of Geography, McGill University; Urban Planning and Governance Lab, School of Urban Planning, McGill University; Department of Computer Science, Columbia University
Conference: emnlp 2023 (main track)
Keywords: critical toponymy;named entity recognition;geographic information science;gentrification;new york city;airbnb;place
Decision: Long Main
Title: GradSim: Gradient-Based Language Grouping for Effective Multilingual Training
Affiliations: Bosch Center for Artificial Intelligence, Renningen, Germany; Karlsruhe University of Applied Sciences, Germany; Bosch Center for Artificial Intelligence, Renningen, Germany; LMU Munich, Germany; Hochschule der Medien, Stuttgart, Germany; LMU Munich, Germany
Conference: emnlp 2023 (main track)
Keywords: Effective multilingual learning;language grouping;gradient-based similarity
Decision: Long Main
Title: Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View
Affiliations: School of Computer Science, Fudan University, Shanghai, China; International Human Phenome Institutes, Shanghai, China; School of Computer Science, Fudan University, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: Robustness;OOD Generalization;Dataset Bias;NER
Decision: Long Main
Title: DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models
Affiliations: Microsoft, India; Institute for Infocomm Research (I2R), A∗STAR, Singapore; National Institute of Information and Communications Technology; Institute for Infocomm Research (I2R), A∗STAR, Singapore; CNRS@CREATE, Singapore
Conference: emnlp 2023 (main track)
Keywords: NLP;LLM;few-shot prompting;Machine Translation
Decision: Long Main
Title: Complex Event Schema Induction with Knowledge-Enriched Diffusion Model
Affiliations: China Merchants Bank; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Complex Event Schema Induction;Diffusion Model;Large Language Model
Decision: Long Findings
Title: Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts
Affiliations: Department of Computer Science and Engineering, IIT Patna, India
Conference: emnlp 2023 (main track)
Keywords: Hate speech;Social media;Multimodal online posts;Distress content;Causal phrases;Emotional information;Zero-shot strategy
Decision: Long Main
Title: The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation
Affiliations: FPT Software AI Center, Hanoi University of Science and Technology; Fulbright University, Viet Nam; School of Computer Science, McGill University, Mila - Quebec AI Institute; FPT Software AI Center
Conference: emnlp 2023 (main track)
Keywords: deep-learning;ai4code;dataset;benchmark;code-understanding;code-generation
Decision: Long Findings
Title: Analyzing Cognitive Plausibility of Subword Tokenization
Affiliations: CLTL Lab, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; Department of Computer Science, Ben-Gurion University of the Negev, Beer Sheva, Israel
Conference: emnlp 2023 (main track)
Keywords: subword tokenization;subword segmentation;cognitive signals;cognitive plausibility;lexical decision;vocabulary size;morphological segmentation
Decision: Short Main
Title: Dior-CVAE: Pre-trained Language Models and Diffusion Priors for Variational Dialog Generation
Affiliations: Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science and Hessian Center for AI (hessian.AI), Technical University of Darmstadt
Conference: emnlp 2023 (main track)
Keywords: Dialogue Generation;Diffusion Model;Variational Auto-encoder
Decision: Long Findings
Title: MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework
Affiliations: Department of Computer Science and Information Engineering, National Central University, Taoyuan, Taiwan; Courant Institute of Mathematical Sciences, New York University, NY, USA; Google DeepMind
Conference: emnlp 2023 (main track)
Keywords: graph representation learning;graph neural network;Ming Dynasty
Decision: Long Main
Title: LDM$^2$: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement
Affiliations: School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China; State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China; State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Beijing Wenge Technology Co.,Ltd
Conference: emnlp 2023 (main track)
Keywords: Large Language Model;Decision Making;Memory Enhanced
Decision: Long Findings
Title: LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs
Affiliations: Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China.; Zhongguancun Laboratory, Beijing, P.R.China.; School of Computer Science and Engineering, Beihang University, Beijing, P.R.China.; Department of Computer Science, University of Manchester, U.K.
Conference: emnlp 2023 (main track)
Keywords: Knowledge Graph;Reasoning;Logic Rule
Decision: Short Findings
Title: MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic
Affiliations: Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189, CRIStAL, F-59000 Lille, France; Univ. Lille, CRIStAL, F-59000 Lille, France
Conference: emnlp 2023 (main track)
Keywords: logic;epistemic logic;theory of mind;language models
Decision: Short Findings