hunoutl/paperlists huggingface dataset:
Title: Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation
Affiliations: Institute of Cyber Security for Society (iCSS) & School of Computing, University of Kent, UK; School of Cyber Science and Engineering, Shanghai Jiao Tong University, China
Conference: emnlp 2023 (main track)
Keywords: out-of-context;stance analysis;misinformation;Internet evidence
Decision: Long Main
Title: Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
Affiliations: IRT SystemX Saclay, France; ÉTS Montreal, LIVIA, ILLS, Canada; ILLS, MILA, CNRS, CentraleSupélec, Canada; MICS, CentraleSupelec, Universite Paris-Saclay, France; Mozilla.ai, Paris, France; Equall, Paris, France
Conference: emnlp 2023 (main track)
Keywords: NLP;few shot;text classifiers
Decision: Long Main
Title: Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection
Affiliations: School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China; School of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan, China
Conference: emnlp 2023 (main track)
Keywords: Ideology detection;multifaceted ideology schema;dataset;political spectrum
Decision: Long Main
Title: ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
Affiliations: Faculty of Philological and Cultural Studies, University of Vienna, Austria; Faculty of Computer Science, University of Vienna, Austria; UniVie Doctoral School Computer Science, University of Vienna, Austria
Conference: emnlp 2023 (main track)
Keywords: weak supervision;cross-validation;denoising methods
Decision: Short Main
Title: Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning
Affiliations: AAII, University of Technology Sydney; Institute for Artificial Intelligence, Peking University; Wangxuan Institute of Computer Technology, Peking University; School of Intelligence Science and Technology, Peking University; Microsoft Corporation
Conference: emnlp 2023 (main track)
Keywords: knowledge distillation;language model compression;token pruning
Decision: Long Findings
Title: Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection
Affiliations: DWS Group, University of Mannheim; CAIDAS, University of Würzburg; Universitat Politècnica de València; MaiNLP, LMU Munich
Conference: emnlp 2023 (main track)
Keywords: Vicinal Risk Minimization;Few-Shot Cross-lingual Transfer;Abusive Language Detection
Decision: Long Main
Title: MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space
Affiliations: Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences; Sea-NExT Joint Lab, National University of Singapore
Conference: emnlp 2023 (main track)
Keywords: Natural Language Generation;Controllable Text Generation;Pretrained Language Models
Decision: Long Findings
Title: The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation
Affiliations: Idiap Research Institute, Martigny, Switzerland and Ecole Polytechnique Fédérale de Lausanne, Switzerland; Idiap Research Institute, Martigny, Switzerland
Conference: emnlp 2023 (main track)
Keywords: spoken language understanding;multilinguality;bayesian transfer learning
Decision: Long Findings
Title: DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining
Affiliations: SCSE, Nanyang Technological University, Singapore.; Zhongguancun Laboratory, Beijing, P.R.China.; The School of Computing, University of Leeds, U.K.; 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: co-training;semi-supervised learning;knowledge distillation
Decision: Long Main
Title: COVID-19 Vaccine Misinformation in Middle Income Countries
Affiliations: Dept. of Computer Science, Boston University; Center for Emerging Infectious Diseases Policy & Research, Boston University; Monash University Indonesia; College of Communication, Boston University; Dept. of Economics, Boston University; School of Public Health, Boston University
Conference: emnlp 2023 (main track)
Keywords: COVID-19;vaccine;misinformation;NLP applications;domain-specific pre-training;text augmentation;distributed lag model
Decision: Long Main
Title: Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models
Affiliations: Huawei Noah’s Ark Lab; McGill University; Mila - Quebec AI; Mila - Quebec AI; École Polytechnique de Montréal; Canada CIFAR AI Chair
Conference: emnlp 2023 (main track)
Keywords: Knowledge Acquisition;Knowledge Utilization;Pretrained Language Models
Decision: Long Findings
Title: FREDSum: A Dialogue Summarization Corpus for French Political Debates
Affiliations: Grenoble Ecole de Management, France; École Polytechnique, France; Linagora, France; Linagora, France and École Polytechnique, France
Conference: emnlp 2023 (main track)
Keywords: Dialogue;Summarization;Corpus;Dataset;Political Debate
Decision: Long Findings
Title: ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
Affiliations: School of Information, Renmin University of China; Gaoling School of Artificial Intelligence, Renmin University of China; Gaoling School of Artificial Intelligence, School of Information, Beijing Key Laboratory of Big Data Management and Analysis Methods, Renmin University of China; Alibaba Group
Conference: emnlp 2023 (main track)
Keywords: Pre-trained Language Model;Knowledge Graph Question Answering
Decision: Long Main
Title: Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?
Affiliations: School of New Media and Communication, Tianjin University, Tianjin, China; College of Intelligence and Computing, Tianjin University, Tianjin, China
Conference: emnlp 2023 (main track)
Keywords: multilingual language models;factual knowledge;cross-lingual knowledge transfer
Decision: Short Main
Title: Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization
Affiliations: DAMO Academy, Alibaba Group, Singapore & National University of Singapore; National University of Singapore; DAMO Academy, Alibaba Group, Singapore & Hupan Lab, 310023, Hangzhou, China
Conference: emnlp 2023 (main track)
Keywords: LLM evaluation;ChatGPT;abstractive summarization evaluation;GPT-4
Decision: Long Findings
Title: Descriptive Prompt Paraphrasing for Target-Oriented Multimodal Sentiment Classification
Affiliations: Wuhan University of Technology, Wuhan, China; The University of Southern Queensland, Toowoomba, Australia
Conference: emnlp 2023 (main track)
Keywords: Target-Oriented Multimodal Sentiment Classification;Prompt Learning;Multimodal Sentiment Analysis
Decision: Long Findings
Title: Multi-step Jailbreaking Privacy Attacks on ChatGPT
Affiliations: Dept. of CSE, Hong Kong University of Science and Technology; Center for Data Science, AAIS, Peking University; Dept. of Computer Science, University of Illinois at Urbana-Champaign; The Law School, University of Notre Dame
Conference: emnlp 2023 (main track)
Keywords: Large language models;privacy;extraction attacks
Decision: Long Findings
Title: Evaluating Emotion Arcs Across Languages: Bridging the Global Divide in Sentiment Analysis
Affiliations: National Research Council Canada; MaiNLP, Center for Information and Language Processing, LMU Munich, Germany; Department of Computing Science, University of Alberta
Conference: emnlp 2023 (main track)
Keywords: Emotion Arcs;Sentiment Analysis;Low-Resource NLP;Multilingual;Emotion Lexicons
Decision: Long Findings
Title: Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models
Affiliations: Department of Psychology, Harvard University; School of Engineering and Applied Sciences, Harvard University; Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology
Conference: emnlp 2023 (main track)
Keywords: theory of mind;pragmatics;social reasoning;loopholes;large-language models;artificial intelligence
Decision: Long Findings
Title: TCFLE-8: a Corpus of Learner Written Productions for French as a Foreign Language and its Application to Automated Essay Scoring
Affiliations: France Éducation international; Cental, IL&C, UCLouvain; University of Gothenburg
Conference: emnlp 2023 (main track)
Keywords: Learner corpus;AES;French;Learner written essays;French certification exam
Decision: Long Main
Title: Interview Evaluation: A Novel Approach for Automatic Evaluation of Conversational Question Answering Models
Affiliations: School of Computer Science and Technology, Soochow University, Suzhou, China; Institute for Infocomm Research, A*STAR, Singapore
Conference: emnlp 2023 (main track)
Keywords: Conversational Question Answering;Evaluation metrics;Conversational history;Conversational question generation;Prompting
Decision: Long Main
Title: AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification
Affiliations: Huawei Research Centre, Dublin, Ireland; Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science and Hessian Center for AI (hessian.AI), Technical University of Darmstadt; Center for AI and Data Science, University of Würzburg
Conference: emnlp 2023 (main track)
Keywords: few-shot text classification;sentence embedding;domain adaptation;parameter-efficient fine-tuning
Decision: Long Main
Title: Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning
Affiliations: College of Computer Science and Technology, Zhejiang University and Alibaba-Zhejiang University Joint Research Institute of Frontier Technologies; College of Computer Science and Technology, Zhejiang University
Conference: emnlp 2023 (main track)
Keywords: Cross-lingual Representaion Alignment;Cross-lingual Transfer Learning;Reinforcement Learning
Decision: Long Main
Title: Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
Affiliations: Microsoft Research Asia; 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
Conference: emnlp 2023 (main track)
Keywords: speculative decoding;efficient seq2seq generation
Decision: Long Findings
Title: TopWORDS-Poetry: Simultaneous Text Segmentation and Word Discovery for Classical Chinese Poetry via Bayesian Inference
Affiliations: Center for Statistical Science & Department of Industrial Engineering, Tsinghua University; Department of Chinese Language and Literature, School of Humanities, Tsinghua University
Conference: emnlp 2023 (main track)
Keywords: Word Discovery;Text Segmentation;Classical Chinese Poetry;Bayesian Inference;Unsupervised Method
Decision: Long Main
Title: VIBE: Topic-Driven Temporal Adaptation for Twitter Classification
Affiliations: Department of Computing, The Hong Kong Polytechnic University, HKSAR, China; Department of Computing, The Hong Kong Polytechnic University, HKSAR, China; Research Centre on Data Science & Artificial Intelligence
Conference: emnlp 2023 (main track)
Keywords: temporal adaptation; neural topic model; social media; twitter classification
Decision: Long Main
Title: Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting
Affiliations: School of Computer Science and Technology, Soochow University, Suzhou, China; Northeastern University, China; DAMO Academy, Alibaba Group, China
Conference: emnlp 2023 (main track)
Keywords: Comparative opinion quintuple extraction;Low-resource;Data augmentation;Large language models;Sentiment analysis
Decision: Short Findings
Title: Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling
Affiliations: Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan (Xiamen University), Ministry of Culture and Tourism, China; Institute of Artificial Intelligence, Xiamen University, China; Department of Artificial Intelligence, 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; Institute of Artificial Intelligence, Xiamen University, China
Conference: emnlp 2023 (main track)
Keywords: Singing voice synthesis;local modeling enhancement;local adaptive weights loss;Hokkien Gezi Opera;Chinese pop song
Decision: Long Main
Title: SLOG: A Structural Generalization Benchmark for Semantic Parsing
Affiliations: †Université Paris Cité∗; µNew York University; ℘Saarland University; ∆Boston University∗; λVrije Universiteit Amsterdam
Conference: emnlp 2023 (main track)
Keywords: compositional generalization;structural generalization;long-distance dependencies;recursion;semantic parsing
Decision: Long Main
Title: Understanding Translationese in Cross-Lingual Summarization
Affiliations: Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, Shanghai, China; School of Management, Fudan University, Shanghai, China; Beijing Key Lab of Traffic Data Analysis and Mining, Beijing Jiaotong University, Beijing, China; Pattern Recognition Center, WeChat AI, Tencent Inc, China
Conference: emnlp 2023 (main track)
Keywords: summarization;multi-lingual summarization;cross-lingual summarization
Decision: Long Findings
Title: SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning
Affiliations: National Engineering Research Center for Big Data Technology and System, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China
Conference: emnlp 2023 (main track)
Keywords: Temporal Knowledge Graph;Reasoning;Multilayer Perceptron;Historical Frequency
Decision: Long Findings
Title: FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4
Affiliations: University of Illinois Urbana-Champaign; KAIST; University of Edinburgh
Conference: emnlp 2023 (main track)
Keywords: Large Language Model;Prompt Learning;Fine-tuning;Compositional Reasoning;Question Answering
Decision: Short Findings
Title: TextMixer: Mixing Multiple Inputs for Privacy-Preserving Inference
Affiliations: Institute of Modern Languages and Linguistics, Fudan University, Shanghai, China; 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: Privacy-preserving Inference;Multi-input Multi-output network
Decision: Long Findings
Title: BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer
Affiliations: Bangladesh Computer Council, Dhaka, Bangladesh; Fordham University, New York, USA; GigaTechLimited, Dhaka, Bangladesh; University of Dhaka, Bangladesh; NorthSouthUniversity, Dhaka, Bangladesh
Conference: emnlp 2023 (main track)
Keywords: Computational Linguistics;Morphology;Bangla NLP;Lemmatization
Decision: Long Findings
Title: Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation
Affiliations: School of Computer Science, Fudan University, Shanghai, China; Shanghai Key Laboratory of Intelligent Information Processing; UniDT Technology, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: PLM;Warermarking;backdoor;contrastive learning;weight perturbation
Decision: Long Findings
Title: Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models
Affiliations: Computational Linguistics, Dept. of Linguistics, Bielefeld University; Center for Information and Language Processing, LMU Munich; Computational Linguistics & Text Mining Lab, Vrije Universiteit Amsterdam; Department of Mathematics and Computer Science, Eindhoven University of Technology
Conference: emnlp 2023 (main track)
Keywords: semantic shift detection;contextualized embeddings;static embeddings;political communities
Decision: Long Findings
Title: Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers
Affiliations: Carleton University; Dept. Computing Science, Alberta Machine Intelligence Institute (Amii), University of Alberta; Dept. Psychology, University of Alberta; Dept. Computing Science, Alberta Machine Intelligence Institute (Amii), University of Alberta; MaiNLP, Center for Information and Language Processing, LMU Munich, Germany; National Research Council Canada
Conference: emnlp 2023 (main track)
Keywords: Utterance Emotion Dynamics;Mental Health;Social Media;Sentiment Analysis;Emotion Arcs;Emotional Reactivity;Lexicons
Decision: Long Main
Title: ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation
Affiliations: Faculty of Engineering, Yokohama National University; Graduate School of Engineering Science, Yokohama National University
Conference: emnlp 2023 (main track)
Keywords: Large Language Models;Data-to-Text;data disambiguation;structured data verbalisation;few-shot learning;multi-shot re-prompting
Decision: Short Findings
Title: ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought
Affiliations: X-LANCE Lab, Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, SJTU AI Institute, Shanghai Jiao Tong University, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: text-to-SQL;large language models;in-context learning;chain of thought
Decision: Long Findings
Title: Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques
Affiliations: University of Applied Sciences Darmstadt; Research Centre for Information Systems Engineering (LIRIS), KU Leuven; Department of Decision Analytics and Risk, University of Southampton; IESEG School of Management, 3 Rue de la Digue, 59000 Lille, France
Conference: emnlp 2023 (main track)
Keywords: bias mitigation;cross-lingual transferability;multilingual BERT
Decision: Short Main
Title: DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; School of New Media and Communication, Tianjin University, Tianjin, China; College of Intelligence and Computing, Tianjin University, Tianjin, China
Conference: emnlp 2023 (main track)
Keywords: Privacy Protection;Language Model
Decision: Long Main
Title: Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation
Affiliations: Beijing Language and Culture University, China; Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS); University of Chinese Academy of Sciences, Beijing, China; Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS); University of Chinese Academy of Sciences, Beijing, China; Beijing Language and Culture University, China
Conference: emnlp 2023 (main track)
Keywords: Multimodal Machine Translation;Text-to-image Generation
Decision: Long Main
Title: SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking
Affiliations: University of Southern California; Mila – Quebec AI Institute; McGill University; McGill University; Mila – Quebec AI Institute; Mila – Quebec AI Institute
Conference: emnlp 2023 (main track)
Keywords: Information Extraction;Large Language Models;Generation;NLP Applications;Resources and Evaluation
Decision: Long Findings
Title: Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
Affiliations: School of Computer Science and Engineering, Central South University, China; Research Center for Social Computing and Information Retrieval, Harbin Institute of Technology, China; Harbin Institute of Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Chain-of-Thought; Cross-lingual Prompting; Cross-lingual self-consistency Prompting
Decision: Long Main
Title: Understanding the Effect of Model Compression on Social Bias in Large Language Models
Affiliations: Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA; NOV A LINCS, Universidade NOV A de Lisboa, Lisbon, Portugal; Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA; Allen Institute for Artificial Intelligence, Seattle, WA, USA
Conference: emnlp 2023 (main track)
Keywords: social bias;large language models;model compression;quantization;knowledge distillation
Decision: Short Main
Title: The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages
Affiliations: Deep Learning & Natural Language Processing Group, The University of British Columbia; Department of Natural Language Processing & Department of Machine Learning, MBZUAI
Conference: emnlp 2023 (main track)
Keywords: sociopragmatics;benchmark;large language models;social media;ChatGPT;multilinguality
Decision: Long Main
Title: MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization
Affiliations: University of Montreal; Alibaba Group; Singapore Management University; Ant Group; Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University; Fudan-Aishu Cognitive Intelligence Joint Research Center; Unknown; Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University; Tencent
Conference: emnlp 2023 (main track)
Keywords: Prompts Optimization;Large Language Models;Reinforcement Learning
Decision: Long Findings
Title: Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning
Affiliations: Zhejiang University & AZFT Joint Lab for Knowledge Engine, Zhejiang, China; Harbin Institute of Technology, Weihai, China; Department of Computer Science, The University of Manchester, UK; Platform and Content Group, Tencent, China
Conference: emnlp 2023 (main track)
Keywords: Relation Detection;Out-of-Scope Detection;Self-Supervised Learning
Decision: Long Findings
Title: The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations
Affiliations: Stanford University, USA; Amazon AI, USA; AI Institute, University of South Carolina, USA; Islamic University of Technology, Bangladesh; Christ University, India
Conference: emnlp 2023 (main track)
Keywords: large language models;hallucination;dataset;mitigation
Decision: Long Main
Title: Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization
Affiliations: Veermata Jijabai Technological Institute, India; Dept. of CSE, Indian Institute of Technology Patna, India; University of Liverpool, United Kingdom
Conference: emnlp 2023 (main track)
Keywords: Summarization;Text-generation;AI4Education
Decision: Long Findings
Title: LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain
Affiliations: University of Bern, Bern University of Applied Sciences, Stanford University; University of Bern, Bern University of Applied Sciences; University of Copenhagen; University of Zurich; Bern University of Applied Sciences; University of Bologna
Conference: emnlp 2023 (main track)
Keywords: legal;nlp;benchmark;multilingual;multitask
Decision: Long Findings