hunoutl/paperlists huggingface dataset:
Title: Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction
Affiliations: Xinjiang Provincial Key Laboratory of Multi-lingual Information Technology, Urumqi, China; JD AI Research, Beijing, China; China Telecom Corporation Ltd. AI Technology Company; School of Computer Science and Technology, Xinjiang University, Urumqi, China
Conference: emnlp 2023 (main track)
Keywords: Dialogue state tracking;Error propagation;Dialogue state correction
Decision: Long Main
Title: Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
Affiliations: School of Medicine, Zhejiang University, Hangzhou, China; Polytechnic Institute, Zhejiang University, Hangzhou, China; Department of Computer Science and Engineering, University of Notre Dame, IN, USA; College of Computer Science and Technology, Zhejiang University, Hangzhou, China; Computer Science Department, University of Illinois Urbana-Champaign, IL, USA
Conference: emnlp 2023 (main track)
Keywords: text mining;medical text representation;imbalanced text classification
Decision: Long Findings
Title: Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
Affiliations: Hithink RoyalFlush Information Network Co., Ltd., Hangzhou, Zhejiang, China; Texas Tech University, Lubbock, United States; North Carolina State University, United States; Auburn University, Auburn, United States; Boston Consulting Group, United States; Baidu Inc. Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Federated learning;Large Language Models;Prompt tuning;Prefix tuning
Decision: Long Main
Title: Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue
Affiliations: Beijing Key Laboratory of Big Data Management and Analysis Methods, Engineering Research Center of Next-Generation Intelligent Search and Recommendation, Ministry of Education; Gaoling School of Artificial Intelligence, Renmin University of China; Peking University; Tencent AI Lab
Conference: emnlp 2023 (main track)
Keywords: multi-turn dialogue;dialogue retrieval
Decision: Long Findings
Title: Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information
Affiliations: Pattern Recognition Center, WeChat AI, Tencent Inc, Beijing, China.; School of Engineering, Westlake University, Hangzhou, China.; School of Engineering, Westlake University, Hangzhou, China.; Institute of Advanced Technology, Westlake Institute for Advanced Study, Hangzhou, China.
Conference: emnlp 2023 (main track)
Keywords: Argument Mining;Argument structure extraction;Discourse Structure of Arguments
Decision: Short Findings
Title: ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing
Affiliations: The Chinese University of Hong Kong, Hong Kong, China; MoE Key Laboratory of High Confidence Software Technologies, China; Central China Normal University, Wuhan, China
Conference: emnlp 2023 (main track)
Keywords: Prompt;Pre-trained Language Model;Readability;Knowledge Probing;Fact Retrieval;LAMA Dataset.
Decision: Long Findings
Title: Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection
Affiliations: Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences; Institute of Automation, Chinese Academy of Sciences; Beijing Wenge Technology Co., Ltd
Conference: emnlp 2023 (main track)
Keywords: Metaphor detection;Attribute likeness;Attribute siamese network;Conceptual metaphor theory
Decision: Long Main
Title: Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages
Affiliations: Alibaba International Digital Commerce Group, China; College of Computer Science and Technology, Zhejiang University; Alibaba Group, China
Conference: emnlp 2023 (main track)
Keywords: Few-shot Cross-lingual Transfer Learning;Low-resource Languages;Model-agnostic Meta-learning
Decision: Long Findings
Title: TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding
Affiliations: Alibaba Group; School of Computer Science and Engineering, Southeast University, Nanjing, China; Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China
Conference: emnlp 2023 (main track)
Keywords: Table Understanding;Prompt-based Learning;Graph Contrastive Learning;Graph Neural Network
Decision: Long Findings
Title: MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation
Affiliations: iFLYTEK Research, Hefei, China; National Engineering Research Center of Speech and Language Information Processing, University of Science and Technology of China, Hefei, China; Peking University, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Dialogue System;Multi-Party Conversation;Addressee Deduction;Latent Edge;Expectation-Maximization
Decision: Long Main
Title: RoBoCoP: A Comprehensive ROmance BOrrowing COgnate Package and Benchmark for Multilingual Cognate Identification
Affiliations: University of Bucharest, Faculty of Mathematics and Computer Science; University of Bucharest, Faculty of Foreign Languages and Literatures; University of Bucharest, HLT Research Center
Conference: emnlp 2023 (main track)
Keywords: cognates;borrowings;historical lingusitics;database;romance languages;language resources;lexicon
Decision: Long Main
Title: On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research
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;black-box API;HELM;evaluation;Real Toxicity Prompts;benchmarking
Decision: Long Main
Title: Natural Disaster Tweets Classification Using Multimodal Data
Affiliations: Department of Computer Engineering, Jamia Millia Islamia, India; Department of Electronics and Communication Engineering, IIIT-Delhi, India; King Abdullah University of Science and Technology, Saudi Arabia
Conference: emnlp 2023 (main track)
Keywords: Multimodal Data;Multi task learning;NLP of Social Media data;AI for social good
Decision: Long Main
Title: On Robustness of Finetuned Transformer-based NLP Models
Affiliations: IIIT Hyderabad, India; Microsoft, India; NIT Warangal, India; IIIT Hyderabad, India; INRIA, Bordeaux, France
Conference: emnlp 2023 (main track)
Keywords: Transformers;Language Models;finetuning;Perturbations;Robustness;Representation Similarity;CKA;STIR
Decision: Long Findings
Title: Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT
Affiliations: School of Software, Tsinghua University, China; University of Illinois Urbana-Champaign, USA; Zhejiang University, China; Department of Computer Science and Technology, Tsinghua University, China
Conference: emnlp 2023 (main track)
Keywords: LLM-generated text detection;large language model
Decision: Short Main
Title: Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources
Affiliations: University of Electronic Science and Technology of China, Chengdu, Sichuan, China; Kashi Institute of Electronics and Information Industry, Kashi, Xinjiang, China; University of Electronic Science and Technology of China, Chengdu, Sichuan, China
Conference: emnlp 2023 (main track)
Keywords: Somali language;low-resource;information retrieval
Decision: Short Main
Title: Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation
Affiliations: Gaoling School of Artifical Intelligence, Renmin University of China; State Key Laboratory of Media Convergence Production Technology and Systems, Institute for Artificial Intelligence, Peking University; King Abdullah University of Science and Technology; Wangxuan Institute of Computer Technology, Peking University
Conference: emnlp 2023 (main track)
Keywords: Stylized Dialogue Generation;Knowledge Augmentation;Feature-guided Selection
Decision: Long Findings
Title: CiteBench: A Benchmark for Scientific Citation Text Generation
Affiliations: Linköping University; IBM Research Europe - Ireland; UKP Lab, Department of Computer Science and Hessian Center for AI (hessian.AI), Technical University of Darmstadt
Conference: emnlp 2023 (main track)
Keywords: related work generation;citation text generation;scientific document processing;multi-document summarization;summarization;benchmark;evaluation
Decision: Long Main
Title: Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation
Affiliations: School of Computing and Information Systems, The University of Melbourne; School of Computing and Information Systems, The University of Melbourne; Language Technologies Institute, Carnegie Mellon University
Conference: emnlp 2023 (main track)
Keywords: Multi-document Summarization;Text Generation;Multi-task Learning;Meta-review Generation;Inter-document Relationships
Decision: Long Findings
Title: Linking Surface Facts to Large-Scale Knowledge Graphs
Affiliations: CAIDAS, University of Würzburg, Würzburg, Germany; NEC Laboratories Europe, Heidelberg, Germany; CAIR, Ss. Cyril and Methodius University, Skopje, North Macedonia; NEC Laboratories Europe, Heidelberg, Germany; NEC Laboratories Europe, Heidelberg, Germany; KU Leuven, Leuven, Belgium
Conference: emnlp 2023 (main track)
Keywords: information extraction;fact linking;knowledge graphs;open information extraction
Decision: Long Main
Title: HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies
Affiliations: J.P. Morgan AI Research, New York, NY, USA
Conference: emnlp 2023 (main track)
Keywords: table question answering;dataset;large language models;data privacy;agents;cooperative game
Decision: Long Main
Title: CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding
Affiliations: Quan Cheng Laboratory, Institute for Internet Judiciary, DCST, Tsinghua University; Quan Cheng Laboratory, DCST, Tsinghua University, Institute for Internet Judiciary, Tsinghua University; Huawei Cloud BU, Shenzhen, Guangdong, China
Conference: emnlp 2023 (main track)
Keywords: Legal case retrieval;pre-trained language model;knowledge
Decision: Long Main
Title: NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports
Affiliations: Department of Computer Science, University of Manchester, United Kingdom; Department of Computer Science, University of Manchester, United Kingdom; Digital Experimental Cancer Medicine Team, Cancer Research UK Manchester Institute; Idiap Research Institute, Switzerland; Department of Computer Science, University of Manchester, United Kingdom; Digital Experimental Cancer Medicine Team, Cancer Research UK Manchester Institute; Digital Experimental Cancer Medicine Team, Cancer Research UK Manchester Institute; Idiap Research Institute, Switzerland
Conference: emnlp 2023 (main track)
Keywords: NLI;Clinical Trial;Textual entailment;Evidence retrieval;NLP
Decision: Long Main
Title: Translating away Translationese without Parallel Data
Affiliations: Saarland University, German Research Center for Artificial Intelligence (DFKI); Saarland University, AppTek GmbH; German Research Center for Artificial Intelligence (DFKI); Saarland University
Conference: emnlp 2023 (main track)
Keywords: Translationese Mitigation;Text Style Transfer;Unsupervised Training;Bias Mitigation
Decision: Long Main
Title: Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue
Affiliations: JIUTIAN Team, China Mobile Research Institute, Beijing, China; The Xinjiang Technical Institute of Physics and Chemistry, Urumqi, China
Conference: emnlp 2023 (main track)
Keywords: Fine-grained address entity recognition;probabilistic soft logic;address extraction;data augmentation
Decision: Long Main
Title: Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization
Affiliations: School of Artificial Intelligence, University of Chinese Academy of Sciences; Fanyu AI Research, Zhongke Fanyu Technology Co., Ltd; State Key Lab of Multimodal Artificial Intelligence Systems, Institute of Automation, CAS; State Key Lab of Software Development Environment, Beihang University
Conference: emnlp 2023 (main track)
Keywords: Multi-Scenario Multi-Domain Dialogue Summarization;Multi-Stage Pre-training;ChatGPT
Decision: Long Findings
Title: Event Causality Extraction via Implicit Cause-Effect Interactions
Affiliations: Key Laboratory of Network Information System Technology, Aerospace Information Research Institute, Chinese Academy of Sciences; School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Event Causality Extraction;Generative Language Models;Knowledge Distillation;Optimal Transport
Decision: Long Main
Title: Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification
Affiliations: Computer Science, Information Technology University (ITU), Lahore, Pakistan; Computer Science, Lahore University of Management Sciences (LUMS), Lahore, Pakistan
Conference: emnlp 2023 (main track)
Keywords: Prompt-based Fine-tuning;Urdu Text Classification;Pre-trained Language Models
Decision: Short Findings
Title: SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning
Affiliations: School of Computer Science and Technology, Xinjiang University, Urumqi 830017, China; Xinjiang Key Laboratory of Signal Detection and Processing, Urumqi 830017, China; School of Computer Science and Technology, Xinjiang University, Urumqi 830017, China; Xinjiang Key Laboratory of Signal Detection and Processing, Urumqi 830017, China; Department of Electronic Engineering, and Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing 100084, China
Conference: emnlp 2023 (main track)
Keywords: Continual learning;Named Entity Recognition;Knowledge Distillation;Reinforcement Learning
Decision: Long Main
Title: A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis
Affiliations: School of Computer Science and Technology, East China Normal University, Shanghai, China; Shanghai Institute of AI for Education, East China Normal University, Shanghai, China; Department of Chinese Language and Literature, East China Normal University, Shanghai, China; Microsoft Research Asia, Beijing, China; School of Computer Science and Technology, East China Normal University, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: discourse coherence assessment
Decision: Long Main
Title: Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning
Affiliations: National Key Laboratory of Parallel and Distributed Computing, College of Computer, National University of Defense Technology; National University of Defense Technology; International Digital Economy Academy (IDEA)
Conference: emnlp 2023 (main track)
Keywords: Temporal Knowledge Graph;Lifelong Reasoning;Temporal Extrapolation;Knowledge Transfer.
Decision: Long Findings
Title: Retrieval-Augmented Few-shot Text Classification
Affiliations: Tencent AI Lab, China.; Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing 100190, China. †Corresponding authors.; Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing 100190, China. *Work done while this author was an intern at Tencent.; Peng Cheng Laboratory. University of Chinese Academy of Sciences, Beijing 100049, China. Tencent AI Lab, China. †Corresponding authors.; Institute of Intelligent Computing Technology, Suzhou, CAS.
Conference: emnlp 2023 (main track)
Keywords: Retrieval-augmented methods;Few-shot text classification
Decision: Long Findings
Title: Granularity Matters: Pathological Graph-driven Cross-modal Alignment for Brain CT Report Generation
Affiliations: Department of Statistics and Actuarial Science, University of Hong Kong, Hong Kong, China; Faculty of Information Technology, Beijing University of Technology, Beijing, China; Department of Radiology, Peking University Third Hospital, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Medical Report Generation;Contrastive Learning;Knowledge Graph;Brain CT
Decision: Long Main
Title: Efficient Classification of Long Documents via State-Space Models
Affiliations: Huawei Noah’s Ark Lab, Canada; Huawei Noah’s Ark Lab, Canada and Department of Computer Science and Operations Research, Université de Montréal; Department of Computer Science and Operations Research, Université de Montréal
Conference: emnlp 2023 (main track)
Keywords: Long Document Classification;State Space Models;Efficient NLP
Decision: Short Main
Title: The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm Generation
Affiliations: Department of Computer Science, The University of Sheffield, UK; LT3, Ghent University, Belgium; Department of Computer Science, The University of Manchester, UK
Conference: emnlp 2023 (main track)
Keywords: human evaluation;humour;sarcasm;irony;natural language generation;position paper;critical survey;sociology
Decision: Long Findings
Title: InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models
Affiliations: School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Conversational Dense Retrieval;Unsupervised Information Retrieval;Large Language Models
Decision: Long Findings
Title: Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding
Affiliations: Department of Computer Science, University of Potsdam, Germany; Department of Computational Linguistics, University of Zurich, Switzerland; Department of Computer Science, University of Potsdam, Germany
Conference: emnlp 2023 (main track)
Keywords: Human gaze data;synthetic scanpaths;gaze-augmented language model;natural language understanding;transformer;deep neural networks
Decision: Short Main
Title: $\textit{From Chaos to Clarity}$: Claim Normalization to Empower Fact-Checking
Affiliations: Indraprastha Institute of Information Technology Delhi, India; Indian Institute of Technology Delhi, India; Mohammed Bin Zayed University of Artificial Intelligence
Conference: emnlp 2023 (main track)
Keywords: Claim Normalization;Social Media;Claims;Misinformation
Decision: Long Findings
Title: 4 and 7-bit Labeling for Projective and Non-Projective Dependency Trees
Affiliations: Universidade da Coruña, CITIC, Departamento de Ciencias de la Computación y Tecnologías de la Información, Campus de Elviña s/n, 15071 A Coruña, Spain
Conference: emnlp 2023 (main track)
Keywords: parsing;dependency parsing;sequence labeling;parsing as sequence labeling;encoding
Decision: Short Main
Title: GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves
Affiliations: Sociology and OPR, Princeton University; Office of Population Research, Princeton University; Computer Science, Princeton University; Economics, Princeton University; Computer Science, University of Maryland; Sociology, University of Washington
Conference: emnlp 2023 (main track)
Keywords: FOMC;Fed;GPT;LLM;dissent
Decision: Short Findings
Title: Dynamic Stance: Modeling Discussions by Labeling the Interactions
Affiliations: HiTZ Center - Ixa, University of the Basque Country UPV/EHU; CLCG, University of Groningen, The Netherlands; Barcelona Supercomputing Center
Conference: emnlp 2023 (main track)
Keywords: stance;corpus;multi-lingual;cross-topic
Decision: Long Findings
Title: Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset
Affiliations: School of Information Science and Technology, University of Science and Technology of China; Shanghai Innovation Center for Processor Technologies; School of Information Science and Technology, ShanghaiTech University; Shanghai Engineering Research Center of Intelligent Vision and Imaging; School of Information Science and Technology, University of Science and Technology of China; National Engineering Laboratory for Brain-inspired Intelligence Technology and Application; Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education; Department of Computer Science and Engineering, Shanghai Jiao Tong University
Conference: emnlp 2023 (main track)
Keywords: math problem;reasoning
Decision: Long Findings
Title: Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling
Affiliations: School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China; School of New Media and Communication, Tianjin University, Tianjin, China
Conference: emnlp 2023 (main track)
Keywords: end-to-end;zero-shot learning;metric learning;slot filling
Decision: Long Main
Title: Empathy Intent Drives Empathy Detection
Affiliations: School of Computer Science and Technology, Xinjiang University, Urumqi, China; Resource Monitoring and Research Center on Minority Languages, Urumqi, China; Xinjiang Laboratory of Multi-language Information Technology, Urumqi, China
Conference: emnlp 2023 (main track)
Keywords: Empathy detection;Empathy intent recognition;Cascaded interactive attention;Label signal enhancement
Decision: Long Main
Title: From Relevance to Utility: Evidence Retrieval with Feedback for Fact Verification
Affiliations: School of Computer Science and Technology, University of Chinese Academy of Sciences; CAS Key Laboratory of Network Data Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences; University of Amsterdam
Conference: emnlp 2023 (main track)
Keywords: Utility; Evidence Retrieval; Fact Verification
Decision: Short Findings
Title: Intra-Event and Inter-Event Dependency-Aware Graph Network for Event Argument Extraction
Affiliations: Institute of Computing Technology, Chinese Academy of Sciences; Institute of Information Engineering, Chinese Academy of Sciences; School of Cyber Security, University of Chinese Academy of Sciences
Conference: emnlp 2023 (main track)
Keywords: event argument extraction;intra-event dependency;inter-event dependency;dependency-aware graph network
Decision: Long Findings
Title: HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction
Affiliations: School of Informatics, Xiamen University, China; Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan (Xiamen University), Ministry of Culture and Tourism, China; Pattern Recognition Center, WeChat AI, Tencent Inc, China
Conference: emnlp 2023 (main track)
Keywords: Relation Extraction;Few-Shot Relation Extraction
Decision: Long Main
Title: Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods
Affiliations: Computational Linguistics and Text Mining Lab, Vrije Universiteit Amsterdam; Computational Linguistics and Text Mining Lab, Vrije Universiteit Amsterdam; Dept. of Mathematics and Computer Science, Eindhoven University of Technology
Conference: emnlp 2023 (main track)
Keywords: interpretability;explainability;top-k;ranking;agreement;feature attribution
Decision: Short Main
Title: Responsible AI Considerations in Text Summarization Research: A Review of Current Practices
Affiliations: Microsoft Research, Montréal, Canada; Mila – Quebec Artiﬁcial Intelligence Institute, McGill University, Canada CIFAR AI Chair; Mila – Quebec Artiﬁcial Intelligence Institute, McGill University
Conference: emnlp 2023 (main track)
Keywords: responsible AI;automatic summarization
Decision: Long Findings