hunoutl/paperlists huggingface dataset:
Title: Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives!
Affiliations: Department of Social Sciences, Heinrich Heine University Düsseldorf, Germany; Center for Cognitive Interaction Technology (CITEC), Bielefeld University, Germany
Conference: emnlp 2023 (main track)
Keywords: argument quality;perspectivism;inter-annotator-disagreement;LLM;recommender;argument mining
Decision: Long Main
Title: Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models
Affiliations: Gaoling School of Artificial Intelligence, Renmin University of China, Beijing; NLP Group, DCST, IAI, BNRIST, Tsinghua University, Beijing; Pattern Recognition Center, WeChat AI, Tencent Inc.
Conference: emnlp 2023 (main track)
Keywords: pre-trained language model;parameter sharing;inference acceleration
Decision: Long Findings
Title: Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis
Affiliations: National University of Defense Technology, China; Harbin Institute of Technology, Shenzhen, China; Peng Cheng Laboratory, Shenzhen, China; Harbin Institute of Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Graph contrastive learning;aspect-based sentiment analysis
Decision: Long Findings
Title: HuatuoGPT, Towards Taming Language Model to Be a Doctor
Affiliations: Shenzhen Research Institue of Big Data, The Chinese University of Hong Kong, Shenzhen, University of Science and Technology of China; The Chinese University of Hong Kong, Shenzhen; Shenzhen Research Institue of Big Data, The Chinese University of Hong Kong, Shenzhen
Conference: emnlp 2023 (main track)
Keywords: large language models;medical application;ChatGPT
Decision: Long Findings
Title: Argument mining as a multi-hop generative machine reading comprehension task
Affiliations: Department of Computer Science, The University of Manchester, UK; Artificial Intelligence Research Center, AIST; Department of Computer Science, The University of Manchester, UK; ASUS Intelligent Cloud Services (AICS), Singapore; Department of Computer Science, The University of Manchester, UK
Conference: emnlp 2023 (main track)
Keywords: Argument mining; Machine reading comprehension; Generative model; Chain of thought
Decision: Long Findings
Title: A Structure-Aware Generative Adversarial Network for Bilingual Lexicon Induction
Affiliations: Baidu Inc., Beijing, China; South China University of Technology, Guangzhou, China; Old Dominion University, Norfolk, USA
Conference: emnlp 2023 (main track)
Keywords: Cross-lingual word embedding;unsupervised;low isomorphic;bilingual lexicon induction
Decision: Long Findings
Title: Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
Affiliations: EPFL; Université Grenoble Alpes, CNRS, Grenoble INP, LIG
Conference: emnlp 2023 (main track)
Keywords: Grammar-Constrained Decoding;Large Language Model;LLM;Structured NLP;Information Extraction;Entity Disambiguation
Decision: Long Main
Title: Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification
Affiliations: IRIT, Université de Toulouse, CNRS, Toulouse INP, UT3, Toulouse, France; IRIT, Université de Toulouse, CNRS, Toulouse INP, UT3, Toulouse, France and IPAL, CNRS-NUS-ASTAR, Singapore
Conference: emnlp 2023 (main track)
Keywords: Data Augmentation;Social media;Crisis management
Decision: Long Findings
Title: Orthogonal Subspace Learning for Language Model Continual Learning
Affiliations: Institute of Modern Languages and Linguistics, Fudan University, Shanghai, China; International Human Phenome Institutes (Shanghai); School of Computer Science, Fudan University, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: continual learning;orthogonal subspace;paramemter efficient tuning
Decision: Long Findings
Title: Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors
Affiliations: University of Tübingen, Germany; Brown University, USA; JKU Linz, LIT AI Lab, Austria
Conference: emnlp 2023 (main track)
Keywords: dense retrieval;reciprocal nearest neighbors;ranking context;contrastive learning;list-wise loss;false negatives;label smoothing;transformers;Large Language Models;information retrieval;natural language processing;deep learning
Decision: Long Main
Title: MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities
Affiliations: Department of Computer Science, University of Illinois at Urbana-Champaign; Department of Computer Science at Virginia Tech
Conference: emnlp 2023 (main track)
Keywords: text classification;extremely weak supervision;weakly-supervised learning;document representations;representation learning;pseudo-document generation
Decision: Long Findings
Title: DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task
Affiliations: Meituan, Beijing, China; Beijing University of Posts and Telecommunications, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Noisy Slot Filling;Input Perturbations;Multi-task Learning;Generative Framework;Large Language Model;Demonstration Learning
Decision: Short Findings
Title: Rethinking and Improving Multi-task Learning for End-to-end Speech Translation
Affiliations: School of Computer Science and Engineering, Northeastern University, Shenyang, China; School of Computer Science and Engineering, Northeastern University, Shenyang, China; NiuTrans Research, Shenyang, China
Conference: emnlp 2023 (main track)
Keywords: Speech translation;multi-modal translation;machine translation
Decision: Long Main
Title: Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models
Affiliations: Institute for Logic, Language and Computation, University of Amsterdam; Center for Language and Cognition, University of Groningen
Conference: emnlp 2023 (main track)
Keywords: Model Consistency;Multilinguality;Knowledge Incorporation;Large-scale Pre-trained Language Model;Model Evaluation;Knowledge Probing
Decision: Long Main
Title: InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning
Affiliations: The CoAI group, DCST; Institute for Artificial Intelligence; State Key Lab of Intelligent Technology and Systems; Beijing National Research Center for Information Science and Technology; Tsinghua University, Beijing 100084, China.
Conference: emnlp 2023 (main track)
Keywords: safety detection;unified framework;instruction tuning
Decision: Long Findings
Title: Improving Low-resource Question Answering by Augmenting Question Information
Affiliations: Minzu University of China, Beijing, China; Harbin Institute of Technology (Shenzhen), Shenzhen, China; Harbin Institute of Technology, Harbin, China; Pengcheng Laboratory, Shenzhen, China; Brunel University Uxbridge, London, UK
Conference: emnlp 2023 (main track)
Keywords: Question Answering;Data augmentation;Low-resource domains
Decision: Short Findings
Title: What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies
Affiliations: University of Shanghai for Science and Technology, China; CRIL CNRS & University of Artois, France; CardiffNLP, Cardiff University, UK
Conference: emnlp 2023 (main track)
Keywords: lexical semantics;commonality detection;ultra-fine entity typing;ontology learning
Decision: Short Main
Title: People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection
Affiliations: RWTH Aachen University; Sapienza University of Rome; University of Copenhagen; RWTH Aachen University, University of Konstanz; GESIS - Leibniz Institute for Social Sciences
Conference: emnlp 2023 (main track)
Keywords: hate speech;sexism;counterfactually augmented data;data augmentation;model robustness
Decision: Long Main
Title: GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations
Affiliations: Institute for Infocomm Research, Agency for Science, Technology, and Research (A*STAR), Singapore; Show Lab, National University of Singapore
Conference: emnlp 2023 (main track)
Keywords: video question answering;human-robot collaboration
Decision: Long Main
Title: CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings
Affiliations: Hyundai Motor Company; Department of Computer Science and Engineering, Korea University
Conference: emnlp 2023 (main track)
Keywords: Causality;Commonsense reasoning;Large Language Models;Temporal Interventions;Hallucinated Confoundings
Decision: Short Findings
Title: Pretraining Language Models with Text-Attributed Heterogeneous Graphs
Affiliations: SKLSDE Lab, Beihang University, Beijing, China; Zhongguancun Laboratory, Beijing, China; School of Transportation Science and Engineering, Beihang University, Beijing, China; SKLSDE Lab, Beihang University, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: language model pretraining;text-attributed heterogeneous graphs;graph neural networks
Decision: Long Findings
Title: Self-Knowledge Guided Retrieval Augmentation for Large Language Models
Affiliations: Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China; Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: self-knowledge;retrieval augmentation;large language models
Decision: Long Findings
Title: VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing
Affiliations: Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA; School of Public Health, University of Michigan, Ann Arbor, MI, USA
Conference: emnlp 2023 (main track)
Keywords: motivational interviewing;rewriting;counseling
Decision: Long Findings
Title: RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms
Affiliations: School of Computer Science, Fudan University; Institute of Modern Languages and Linguistics, Fudan University; Department of Chinese Language and Literature, Fudan University
Conference: emnlp 2023 (main track)
Keywords: Foundation Model;Human-like Behavior;Faithfulness
Decision: Long Findings
Title: Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization
Affiliations: York University; Dialpad Canada Inc., York University; Royal Bank of Canada, York University
Conference: emnlp 2023 (main track)
Keywords: ChatGPT;PaLM;Large Language Models;Query Focused Abstractive Text Summarization
Decision: Short Findings
Title: Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection
Affiliations: Institute of Software, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Beijing, China; Institute of Software, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: AIGC detection;AI-generated student essay;education
Decision: Long Main
Title: Automatic Analysis of Substantiation in Scientific Peer Reviews
Affiliations: LIX, École Polytechnique, Institut Polytechnique de Paris, France; Linagora, France; LIX, École Polytechnique, Institut Polytechnique de Paris, France; Linagora, France; LTCI, Télécom-Paris, Institut Polytechnique de Paris, France; Inria, Paris, France
Conference: emnlp 2023 (main track)
Keywords: Peer review;Substantiation;Argument mining;Dataset
Decision: Long Findings
Title: CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation
Affiliations: International Digital Economy Academy, Shenzhen, China; Peng Cheng Laboratory, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Multilingual Machine Translation;Low-resource Languages;Evaluation Benchmark;Evaluation Dataset;Chinese-centric;Translation Evaluation;Test Set
Decision: Short Findings
Title: Using Artificial French Data to Understand the Emergence of Gender Bias in Transformer Language Models
Affiliations: Fondazione Bruno Kessler, Italy; University of Trento, Italy; Université Paris Cité, LLF, CNRS, 75013 Paris, France
Conference: emnlp 2023 (main track)
Keywords: Language Model;Transformer;LM Analysis;Gender Bias
Decision: Short Main
Title: Editing Large Language Models: Problems, Methods, and Opportunities
Affiliations: Zhejiang University♠Zhejiang University - Ant Group Joint Laboratory of Knowledge Graph♢Donghai Laboratory; Zhejiang University♠Zhejiang University - Ant Group Joint Laboratory of Knowledge Graph†; National University of Singapore; Zhejiang University♠Zhejiang University - Ant Group Joint Laboratory of Knowledge Graph
Conference: emnlp 2023 (main track)
Keywords: Model Editing;Large Language Model;Editing Factual Knowledge
Decision: Long Main
Title: LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder
Affiliations: State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), Institute of Automation, Chinese Academy of Sciences, Beijing, China; Fanyu AI Laboratory, Zhongke Fanyu Technology Co., Ltd, Beijing, China; State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), 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: document image;machine translation;layout;multi-step;conductive;end-to-end
Decision: Long Findings
Title: SAMRank: Unsupervised Keyphrase Extraction using Self-Attention Map in BERT and GPT-2
Affiliations: Department of Computer Science and Engineering, Incheon National University
Conference: emnlp 2023 (main track)
Keywords: Unsupervised Keyphrase Extraction;Pre-trained Language Model;Self-Attention Map;BERT;GPT-2
Decision: Long Main
Title: PromptST: Abstract Prompt Learning for End-to-End Speech Translation
Affiliations: JD Explore Academy, JD.com, Beijing, China; The University of Sydney, Sydney, Australia; Institute of Computing and Intelligence, Harbin Institute of Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Speech-to-Text Translation;Linguistic Probing Benchmark;Prompt Learning
Decision: Long Main
Title: LLM aided semi-supervision for efficient Extractive Dialog Summarization
Affiliations: ServiceNow Research and University of British Columbia; University of Waterloo and ServiceNow Research; Amsterdam UMC, Department of Medical Informatics, University of Amsterdam and Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
Conference: emnlp 2023 (main track)
Keywords: Dialog Summarization;Large Language Models;Semi-supervised learning;Transformers;BART;GPT;Rouge
Decision: Short Findings
Title: PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models
Affiliations: School of Computer Science and Engineering, Beihang University, Beijing, China; The University of Hong Kong, Hong Kong, China
Conference: emnlp 2023 (main track)
Keywords: Factual Error Correction;Large Language Models;Few-shot
Decision: Long Findings
Title: Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules
Affiliations: Tencent Inc.; Gaoling School of Artificial Intelligence, Renmin University of China, Beijing; NLP Group, DCST, IAI, BNRIST, Tsinghua University, Beijing; Zhili College, Tsinghua University, Beijing
Conference: emnlp 2023 (main track)
Keywords: Large language model;model compression;plugins
Decision: Long Findings
Title: Do Stochastic Parrots have Feelings Too? Improving Neural Detection of Synthetic Text via Emotion Recognition
Affiliations: School of Computer Science and Statistics, Trinity College Dublin; School of Computing, Dublin City University; SFI Centre for Research Training in Machine Learning at Dublin City University
Conference: emnlp 2023 (main track)
Keywords: synthetic text detection;neural text detection;emotion;affective deficit
Decision: Long Findings
Title: JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing
Affiliations: University of Zurich, Switzerland; EFREI Paris, France; University of Dayton, USA; Kwame Nkrumah University of Science and Technology, Ghana
Conference: emnlp 2023 (main track)
Keywords: Machine Translation;Sign Languages;Dataset;Multilinguality
Decision: Long Findings
Title: Towards Detecting Contextual Real-Time Toxicity for In-Game Chat
Affiliations: Ubisoft La Forge, McGill University, Mila; Ubisoft UDO; McGill University, Mila, CIFAR AI chair
Conference: emnlp 2023 (main track)
Keywords: Real-Time Toxicity Detection;Game Chat Toxicity;Game Chat Moderation
Decision: Long Findings
Title: Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
Affiliations: Gaoling School of Artificial Intelligence, Renmin University of China; Gaoling School of Artificial Intelligence, Renmin University of China; School of Information, Renmin University of China; School of Computer Science and Engineering, Beihang University
Conference: emnlp 2023 (main track)
Keywords: Conversational Recommendation;Large Language Model;Evaluation
Decision: Long Main
Title: Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition
Affiliations: King Abdullah University of Science and Technology, Karolinska Institute; King Abdullah University of Science and Technology, Georgia Institute of Technology, NVIDIA Research; King Abdullah University of Science and Technology, SDAIA-KAUST Center of Excellence in Data Science and Artificial Intelligence; King Abdullah University of Science and Technology, Manipal Institute of Technology; King Abdullah University of Science and Technology; Karolinska Institute
Conference: emnlp 2023 (main track)
Keywords: Multimodal Learning;Parameter-Efficient Adaptation;Speech Recognition;Generative Error Correction
Decision: Short Main
Title: Re$^3$Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training
Affiliations: The CoAI group, Tsinghua University, Beijing, China; Department of Computer Science and Technology, Tsinghua University, Beijing, China; Pattern Recognition Center, WeChat AI, Tencent Inc., China
Conference: emnlp 2023 (main track)
Keywords: Dialogue;Large-scale Pre-training;Pre-training data;Multi-turn Dialogue
Decision: Long Main
Title: TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction
Affiliations: Agency for Science, Technology and Research (A*STAR); Osaka University; Meetyou AI Lab, Xiamen Key Laboratory of Women’s Internet Health Management
Conference: emnlp 2023 (main track)
Keywords: Large language model;Retrieval augmented;Knowledge compression;Question Answering
Decision: Long Findings
Title: A Black-Box Attack on Code Models via Representation Nearest Neighbor Search
Affiliations: The Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg; Noah’s Ark Lab, Huawei; School of Computing and Information Systems, Singapore Management University; School of Computer Science and Engineering, Nanyang Technological University
Conference: emnlp 2023 (main track)
Keywords: black box attacks;code models;robustness;code adversarial example
Decision: Long Findings
Title: Bridging Background Knowledge Gaps in Translation with Automatic Explicitation
Affiliations: Computer Science, University of Maryland; CS, UMIACS, iSchool, LCS, University of Maryland; Computer Science, UMIACS, University of Maryland
Conference: emnlp 2023 (main track)
Keywords: Explicitation;translation;cross‑cultural NLP;pragmatic explicitation;multi-cultural NLP;explanatory translation
Decision: Long Main
Title: Towards Conceptualization of ``Fair Explanation'': Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators
Affiliations: Department of Computer Science, University of Maryland; Robert H. Smith School of Business, University of Maryland
Conference: emnlp 2023 (main track)
Keywords: fairness;explainability;human study;hate speech prediction;content moderators;crowdworkers
Decision: Long Main
Title: DIVE: Towards Descriptive and Diverse Visual Commonsense Generation
Affiliations: Department of Artificial Intelligence, Korea University, Seoul, Republic of Korea; BK21 FOUR R&E Center for Artificial Intelligence, Korea University, Seoul, Republic of Korea; Department of Computer Science and Engineering, Korea University, Seoul, Republic of Korea
Conference: emnlp 2023 (main track)
Keywords: Visual commonsense generation;descriptive and diverse text generation;commonsense inference;vision-language model
Decision: Long Main
Title: A Spectral Viewpoint on Continual Relation Extraction
Affiliations: VinAI Research, Vietnam; Department of Computer Science, University of Oregon, Eugene, OR, USA; Nanyang Technological University, Singapore; Hanoi University of Science and Technology, Hanoi, Vietnam
Conference: emnlp 2023 (main track)
Keywords: Relation Extraction;Information Extraction;Continual Learning;Spectral Analysis
Decision: Short Findings
Title: Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues
Affiliations: Department of Computer Science and Engineering, The Chinese University of Hong Kong; Huawei Noah’s Ark Lab; National University of Singapore; Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: knowledge-grounded dialogue system;personalized dialogue system;large lanuage models
Decision: Long Findings
Title: CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model
Affiliations: Department of Electronic Engineering, Tsinghua University, Beijing, China; Frontis.AI, Beijing, China; Department of Electronic Engineering, Tsinghua University, Beijing, China; Department of Electronic Engineering, Tsinghua University, Beijing, China; Frontis.AI, Beijing, China; School of Astronautics, Harbin Institute of Technology, Harbin, China
Conference: emnlp 2023 (main track)
Keywords: large language models;transfer learning;representation similarity;model privacy
Decision: Long Main
Title: From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification
Affiliations: Graduate Institute of International and Development Studies, Switzerland; Technical University of Munich, Germany; IT University of Copenhagen, Denmark; Faculty of Law, Ruhr University Bochum, Germany
Conference: emnlp 2023 (main track)
Keywords: legal judgement prediction;case outcome classification;disagreement;explainability;rationale dataset
Decision: Long Main
Title: EpiK-Eval: Evaluation for Language Models as Epistemic Models
Affiliations: Mila, Université de Montréal; Meta AI; Polytechnique Montréal, CIFAR AI Chair
Conference: emnlp 2023 (main track)
Keywords: large language models;large language model;LLMs;LLM;language model;language models;LM;LMs;EpiK-Eval;knowledge consolidation;story;benchmark;knowledge-base;KB;theory-of-mind;epistemic;hallucination;hallucinate;dataset;task;scale;scaling;knowledge representation;reasoning;consolidation;knowledge;context;evaluation;limitations;limitation;narrative;narratives;training objective;causal language modeling;masked language modeling
Decision: Long Main
Title: DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding
Affiliations: Center for Advanced Image and Information Technology, Department of Computer Science and Artificial Intelligence, Jeonbuk National University
Conference: emnlp 2023 (main track)
Keywords: Infromation Retrieval;Diffusion Model;Generative Retrieval;Model-based Retrieval
Decision: Long Findings