hunoutl/paperlists huggingface dataset:
Title: In-context Learning for Few-shot Multimodal Named Entity Recognition
Affiliations: Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; Peng Cheng Laboratory, Shenzhen, China; SIAT, Chinese Academy of Science, Shenzhen, China; Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; Research Center for SCIR, Harbin Institute of Technology, Harbin, China; Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; The Chinese University of Hong Kong, Hong Kong, China; The Chinese University of Hong Kong, Hong Kong, China
Conference: emnlp 2023 (main track)
Keywords: In-context Learning;Few-shot Multimodal Named Entity Recognition
Decision: Long Findings
Title: High-quality argumentative information in low resources approaches improve counter-narrative generation
Affiliations: Facultad de Filosofía, Universidad Nacional de Córdoba, Argentina; Departamento de Computación, Universidad de Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Argentina; Facultad de Matemática, Astronomía y Física, Universidad Nacional de Córdoba, Argentina; Artificial Intelligence Research Institute (IIIA-CSIC), Barcelona, Spain
Conference: emnlp 2023 (main track)
Keywords: counter-narratives;argument mining;finetuning
Decision: Long Findings
Title: Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models
Affiliations: Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; Harbin Institute of Technology, Shenzhen, China; The Chinese University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: aspect-based sentiment analysis;spurious correlations;large language models
Decision: Long Findings
Title: Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models?
Affiliations: Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences, Beijing, China; State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China; Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences, Beijing, China and University of Chinese Academy of Sciences, Beijing, China; Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences, Beijing, China and State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: factual knowledge;language model;knowledge-enhanced
Decision: Long Main
Title: A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why?
Affiliations: IBM Research Europe, Ireland; National Research Council Canada; Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science and Hessian Center for AI (hessian.AI)
Conference: emnlp 2023 (main track)
Keywords: Scholarly Document Processing;NLP Scientometrics
Decision: Long Main
Title: Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text
Affiliations: Ohio State University; Carnegie Mellon University, Mohamed bin Zayed University of Artificial Intelligence; Carnegie Mellon University; University of Michigan Ann Arbor; Microsoft
Conference: emnlp 2023 (main track)
Keywords: Noisy Speech;Speech-Referring Video Object Segmentation
Decision: Long Main
Title: Take a Closer Look at Multilinguality! Improve Multilingual Pre-Training Using Monolingual Corpora Only
Affiliations: Institute of Automation, Chinese Academy of Sciences, Beijing, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China; Wuhan AI Research, Wuhan, China; 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: multilinguality;mutlilingual pre-training
Decision: Long Findings
Title: Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: visual question answering;knowledge reasoning;in-context learning
Decision: Long Findings
Title: Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback
Affiliations: School of Computer Science, Fudan University; School of Computer Science, Fudan University; International Human Phenome Institutes (Shanghai), Shanghai, China; Institute of Modern Languages and Linguistics, Fudan University
Conference: emnlp 2023 (main track)
Keywords: Alignment;Large Language Model;Debias
Decision: Long Findings
Title: Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI)
Affiliations: IIIT Delhi, India; NIT Silchar, India; AI Institute, University of South Carolina, USA; BITS Mesra, India; Stanford University, USA; IUT, Bangladesh
Conference: emnlp 2023 (main track)
Keywords: AI-generated text detection
Decision: Long Main
Title: MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations
Affiliations: Mila and McGill University; University of Oxford; Mila and McGill University, Facebook CIFAR AI Chair, Canada CIFAR AI Chair
Conference: emnlp 2023 (main track)
Keywords: Benchmarking LLMs;Compositional Generalization;In-Context Learning
Decision: Long Main
Title: Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge
Affiliations: School of New Media and Communication, Tianjin University; Tianjin University of Science and Technology; College of Mathematics, Taiyuan University of Technology; University of Copenhagen; College of Intelligence and Computing, Tianjin University
Conference: emnlp 2023 (main track)
Keywords: Multimodal Named Entity Recognition;Information Extraction;Large Language Model
Decision: Long Findings
Title: Norm of Word Embedding Encodes Information Gain
Affiliations: Tohoku University, RIKEN AIP; Kyoto University, RIKEN AIP
Conference: emnlp 2023 (main track)
Keywords: Word embedding;Euclidean norm;Skip-gram with Negative Sampling;Softmax function;Kullback-Leibler divergence;Information geometry;Exponential family of probability distributions
Decision: Long Main
Title: Tagging-Assisted Generation Model with Encoder and Decoder Supervision for Aspect Sentiment Triplet Extraction
Affiliations: School of Computer Science and Engineering, Sun Yat-Sen University; Key Laboratory of Machine Intelligence and Advanced Computing (SYSU), Ministry of Education, China
Conference: emnlp 2023 (main track)
Keywords: ABSA; ASTE; sentiment analysis; generation seq2seq model; sequence tagging;  semantic alignment
Decision: Long Main
Title: VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument Mining
Affiliations: VRAIN-MLLP, Universitat Politècnica de València, 46022 València, Spain; Centre for Argument Technology, University of Dundee, Dundee DD1 4HN, United Kingdom
Conference: emnlp 2023 (main track)
Keywords: Argument Mining;Argument Segmentation;Argument Classification;Speech Corpus
Decision: Short Main
Title: Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning
Affiliations: SJTU-Paris Elite Institute of Technology, Shanghai Jiao Tong University; Department of Computer Science and Engineering, Shanghai Jiao Tong University
Conference: emnlp 2023 (main track)
Keywords: Chain-of-Thought;Large Language Models;In-context-Learning;Open-domain question-answering;Multi-hop question-answering
Decision: Long Findings
Title: Byte Pair Encoding for Symbolic Music
Affiliations: University of Angers, LERIA, 49000 Angers, France; Sorbonne University, CNRS, LIP6, F-75005 Paris; ESEO, ERIS, 49100 Angers, France
Conference: emnlp 2023 (main track)
Keywords: Symbolic music;BPE;Music generation;MIR
Decision: Long Main
Title: PEFTDebias : Capturing debiasing information using PEFTs
Affiliations: Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA
Conference: emnlp 2023 (main track)
Keywords: paramter-efficient finetuning (PEFT);bias mitigation;debias;bias;gender;group;language model;debiasing;LoRA debias;prompt debias;adapter debias
Decision: Short Main
Title: In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages
Affiliations: North South University; Sorbonne Université; Banco de Crédito e Inversiones; Huawei Türkiye R&D Center
Conference: emnlp 2023 (main track)
Keywords: Multilingual language models;language models;formality bias analysis;bias analysis in language models
Decision: Long Findings
Title: Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review
Affiliations: Department of Computer Science, University of Sheffield, United Kingdom; Information Systems Department, Princess Nourah bint Abdulrahman University, Saudi Arabia; Department of Computer Science, University of Sheffield, United Kingdom
Conference: emnlp 2023 (main track)
Keywords: Technology assisted review;TAR;total recall;stopping criteria;counting processes;classification
Decision: Short Findings
Title: Multi-Granularity Information Interaction Framework for Incomplete Utterance Rewriting
Affiliations: Wangxuan Institute of Computer Technology, Peking University and Institute for Artificial Intelligence, Peking University; Wangxuan Institute of Computer Technology, Peking University and Institute for Artificial Intelligence, Peking University and Ant Group; Ant Group
Conference: emnlp 2023 (main track)
Keywords: Incomplete Utterance Rewriting;Information Interaction;Multi-Granularity
Decision: Short Findings
Title: ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness
Affiliations: Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia; Faculty of Information Technology, Brno University of Technology, Brno, Czechia; University of Pittsburgh, Pittsburgh, USA
Conference: emnlp 2023 (main track)
Keywords: natural language generation;paraphrase generation;crowdsourcing;large language models;intent classification;text diversity
Decision: Long Main
Title: Towards Example-Based NMT with Multi-Levenshtein Transformers
Affiliations: Systran, 5 rue Feydeau, F-75002 Paris, France; Sorbonne Université, CNRS, ISIR, F-75005 Paris, France
Conference: emnlp 2023 (main track)
Keywords: Neural Machine Translation;Non Autoregressive Transformers;Levenshtein Transformer;Translation Memory;Computer Assisted Translation
Decision: Long Main
Title: Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation
Affiliations: Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China; Shanghai Artificial Intelligence Laboratory, Shanghai, China; Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: large langauge models;zero-shot learning;prompt
Decision: Long Main
Title: A Generation-based Deductive Method for Math Word Problems
Affiliations: School of Information, Renmin University of China, Beijing, China; Key Laboratory of Data Engineering and Knowledge Engineering, MOE, China; School of Information, Renmin University of China, Beijing, China; Engineering Research Center of Database and Business Intelligence, MOE, China
Conference: emnlp 2023 (main track)
Keywords: math word problem;natural language processing
Decision: Long Main
Title: Density-Aware Prototypical Network for Few-Shot Relation Classification
Affiliations: School of Journalism and Communication, Nankai University; College of Computer Science, Nankai University; College of Software, Nankai University; Tencent AI Lab
Conference: emnlp 2023 (main track)
Keywords: Few-shot relation classification;None-of-the-above challenge;Density estimation
Decision: Long Findings
Title: Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction
Affiliations: Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University; School of Data Science, Fudan University; Fudan-Aishu Cognitive Intelligence Joint Research Center
Conference: emnlp 2023 (main track)
Keywords: Analogical Reasoning;Large Language Models;Resources and Benchmark
Decision: Long Findings
Title: No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks
Affiliations: SAMOV AR, Télécom SudParis, Institut Polytechnique de Paris, 91120 Palaiseau, France
Conference: emnlp 2023 (main track)
Keywords: toxicity detection;adversarial attack;multilingual;neural networks
Decision: Short Findings
Title: Generative Calibration for In-context Learning
Affiliations: The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences; 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; School of Artificial Intelligence, University of Chinese Academy of Sciences; Shanghai Artificial Intelligence Laboratory; Meituan
Conference: emnlp 2023 (main track)
Keywords: Calibration;In-context Learning
Decision: Long Findings
Title: WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom
Affiliations: Hong Kong Baptist University, Hong Kong SAR, China; Jinan University, Guangzhou, Guangdong, China; Singapore Management University, Singapore
Conference: emnlp 2023 (main track)
Keywords: Fake News Detection;Weakly Supervised Learning;Misinformation;Social Network
Decision: Long Main
Title: Generalizing Few-Shot Named Entity Recognizers to Unseen Domains with Type-Related Features
Affiliations: Leiden University, Leiden, The Netherlands; University of Amsterdam, Amsterdam, The Netherlands; Shandong University, Qingdao, China
Conference: emnlp 2023 (main track)
Keywords: Named entity recognition;Few-shot learning;Domain generalization;Prompt learning
Decision: Long Findings
Title: CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation
Affiliations: Stanford University; Institute for Infocomm Research (I2R), A*STAR; National University of Singapore; University of Southern California
Conference: emnlp 2023 (main track)
Keywords: Human–Artificial Intelligence Collaboration;Large Language Model;Data Annotation;Weak Supervision
Decision: Long Main
Title: Causal Intervention for Abstractive Related Work Generation
Affiliations: James Cook University, Australia; CFAR, Agency for Science, Technology and Research, Singapore; Tongji University, China; DeepBlue Academy of Science, China; University of Technology Sydney, Australia; Beijing Institute of Technology, China
Conference: emnlp 2023 (main track)
Keywords: Related work generation;text summarization;causal intervention
Decision: Long Findings
Title: RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning
Affiliations: Department of Computing, The Hong Kong Polytechnic University, HKSAR, China; Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China; Department of Computing, The Hong Kong Polytechnic University, HKSAR, China; Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: radiology report generation;text generation grounded on vision
Decision: Long Findings
Title: LLMDet: A Third Party Large Language Models Generated Text Detection Tool
Affiliations: Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences; Institute of Computing Technology, Chinese Academy of Sciences; Sea-NExT Joint Lab, National University of Singapore
Conference: emnlp 2023 (main track)
Keywords: Text Detection;Large Language Model;Fine-grained Tracing;Proxy Perplexity
Decision: Long Findings
Title: BiSPN: Generating Entity Set and Relation Set Coherently in One Pass
Affiliations: Department of Computer Science, Harbin Institute of Technology, Shenzhen, China; Peng Cheng Laboratory, Shenzhen, China; Department of Computer Science, Harbin Institute of Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Information Extraction;Joint Entity-Relation Extraction;Non-autoregressive Generation
Decision: Long Findings
Title: ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories
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; Shanghai AI Lab
Conference: emnlp 2023 (main track)
Keywords: visual commonsense;large language model;visually-augmented language model
Decision: Long Findings
Title: BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
Affiliations: Gaoling School of Artificial Intelligence, Renmin University of China; University of Science and Technology of China; Huazhong University of Science and Technology; Microsoft Research
Conference: emnlp 2023 (main track)
Keywords: cross-modal;biology;text;molecule;protein
Decision: Long Main
Title: Making Body Movement in Sign Language Corpus Accessible for Linguists and Machines with Three-Dimensional Normalization of MediaPipe
Affiliations: The Graduate University for Advanced Studies (SOKENDAI), Kanagawa, Japan; National Institute of Informatics, Tokyo, Japan
Conference: emnlp 2023 (main track)
Keywords: sign language;pose processing;wlasl;movement processing
Decision: Long Findings
Title: GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension
Affiliations: School of Computer Science and Technology, Soochow University, Suzhou, China; Institute for Infocomm Research, A*STAR, Singapore
Conference: emnlp 2023 (main track)
Keywords: Multi-party dialogue reading comprehension;Global-to-local graph reasoning
Decision: Long Findings
Title: Structural generalization in COGS: Supertagging is (almost) all you need
Affiliations: Université Paris-Saclay, CNRS, LISN, 91400, Orsay, France; Sorbonne Université, CNRS, ISIR, F-75005 Paris, France
Conference: emnlp 2023 (main track)
Keywords: semantic parsing;compositional generalization;graph-based parsing
Decision: Long Main
Title: Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
Affiliations: IBM Research, T. J. Watson Research Center, Yorktown Heights, New York, United States; IBM Research, Johannesburg, South Africa; IBM Research, Bangalore/Gurugram, India
Conference: emnlp 2023 (main track)
Keywords: self-supervised learning;rule learning;relation linking;question answering
Decision: Long Findings
Title: Quality Estimation-Assisted Automatic Post-Editing
Affiliations: Aston University, Birmingham, United Kingdom; CFILT, Indian Institute of Technology Bombay, Mumbai, India; CFILT, Indian Institute of Technology Bombay, Mumbai, India and Surrey Institute for People-Centred AI, University of Surrey, United Kingdom; Tilburg University, Tilburg, The Netherlands
Conference: emnlp 2023 (main track)
Keywords: Automaric Post-Editing;Quality Estimation;Multi-task Learning
Decision: Long Findings
Title: R$^3$ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context
Affiliations: East China Normal University, Shanghai, China; Singapore Management University, Singapore; Alibaba Group, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Chain-of-Thought;Large Language Models;Arithmetic Reasoning;Prompt Learning
Decision: Long Findings
Title: Breaking Boundaries in Retrieval Systems: Unsupervised Domain Adaptation with Denoise-Finetuning
Affiliations: Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan; Institute of Medical Informatics, National Cheng Kung University, Tainan, Taiwan
Conference: emnlp 2023 (main track)
Keywords: Information Retrieval;Domain adaptation;Denoise-finetuning;Unsupervised
Decision: Long Findings
Title: $\textit{SelectNoise:}$ Unsupervised Noise Injection to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
Affiliations: Natural Language and Information Processing Lab (NLIP), Indian Institute of Technology Hyderabad, Hyderabad, India
Conference: emnlp 2023 (main track)
Keywords: Machine Translation;Low resource languages;Noise Injection;Zero-shot;BPE
Decision: Long Findings
Title: Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization
Affiliations: Department of Artificial Intelligence, School of Informatics, Xiamen University; Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan (Xiamen University), Ministry of Culture and Tourism, China
Conference: emnlp 2023 (main track)
Keywords: Compositional Generalization;Seq2Seq Models;Machine Translation;Semantic Parsing
Decision: Long Findings
Title: Learning to Abstract with Nonparametric Variational Information Bottleneck
Affiliations: Idiap Research Institute, Switzerland; Idiap Research Institute, Switzerland and École Polytechnique Fédérale de Lausanne, Switzerland
Conference: emnlp 2023 (main track)
Keywords: Representation Learning;Analysis of Neural Networks;Nonparametric Variational Information Bottleneck;Deep Learning
Decision: Short Findings
Title: Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs
Affiliations: Rakuten Institute of Technology; Rakuten Group, Inc; Tokyo, Japan; National Institute of Advanced Industrial Science and Technology, Japan; Graduate School of Engineering, The University of Tokyo; Rakuten Institute of Technology; Rakuten Group, Inc; Paris, France
Conference: emnlp 2023 (main track)
Keywords: Color language;grounding;language models
Decision: Short Findings
Title: MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models
Affiliations: The Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA; University of Chinese Academy of Sciences; Shanghai Artificial Intelligence Laboratory; The Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA; Beijing Institute of Technology; The Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA; University of Chinese Academy of Sciences; The Laboratory of Cognition and Decision Intelligence for Complex Systems, CASIA; Fuzhou University
Conference: emnlp 2023 (main track)
Keywords: Temporal Reasoning;Large Language Models
Decision: Long Findings
Title: Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms
Affiliations: University of Washington; Yonsei University; Seoul National University; Allen Institute for Artificial Intelligence
Conference: emnlp 2023 (main track)
Keywords: Multimodal;Commonsense;Dataset;Social Norm;Morality
Decision: Long Main