hunoutl/paperlists huggingface dataset:
Title: Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts
Affiliations: The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; Fuxi AI Lab, NetEase Inc., Hangzhou, China; Fuxi AI Lab, NetEase Inc., Hangzhou, China; Zhejiang University, Hangzhou, China; Singapore Management University, Singapore
Conference: emnlp 2023 (main track)
Keywords: dialogue evaluation;in-context learning;large language models;prompt generation
Decision: Long Main
Title: Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions
Affiliations: Harvard University; The Swiss AI Lab IDSIA, USI & SUPSI; AI Initiative, KAUST
Conference: emnlp 2023 (main track)
Keywords: recurrent neural networks;RNNs;transformers;computational power;automata;counter machines;formal languages;linear transformers;self-reference;self-referential weight matrix
Decision: Short Main
Title: We Need to Talk About Reproducibility in NLP Model Comparison
Affiliations: School of Mathematical Sciences, Shanxi University, Taiyuan, 030006; School of Modern Education Technology, Shanxi University, Taiyuan, 030006; School of Computer and Information Technology, Shanxi University, Taiyuan, 030006; School of Automation and Software Engineering, Shanxi University, Taiyuan, 030006
Conference: emnlp 2023 (main track)
Keywords: reproducibility;NLP model comparison;corpus splitting strategy
Decision: Long Main
Title: Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models
Affiliations: University of Fraser Valley, Abbotsford, BC, Canada; University of British Columbia, Vancouver, BC, Canada
Conference: emnlp 2023 (main track)
Keywords: adapters;graph neural networks;parameter-efficient fine-tuning;interpretability;dependency trees
Decision: Long Findings
Title: Unsupervised Lexical Simplification with Context Augmentation
Affiliations: School of Computing and Information Systems, The University of Melbourne; School of Computing and Information Systems, The University of Melbourne; Department of Natural Language Processing, MBZUAI
Conference: emnlp 2023 (main track)
Keywords: lexical simplification;lexical substitution;lexical semantics;unsupervised
Decision: Short Findings
Title: Compositional Generalization for Data-to-Text Generation
Affiliations: ILCC, School of Informatics, University of Edinburgh and ILLC, University of Amsterdam; ILCC, School of Informatics, University of Edinburgh
Conference: emnlp 2023 (main track)
Keywords: Compositional Generalization;Data-to-Text Generation;Natural Language Generation;Clustering;Reinforcement Learning;Benchmark
Decision: Long Findings
Title: Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions
Affiliations: Centre for Linguistic Theory and Studies in Probability (CLASP), Department of Philosophy, Linguistics, and Theory of Science (FLoV), University of Gothenburg, Sweden
Conference: emnlp 2023 (main track)
Keywords: language-and-vision;grounding;zero-shot;cognitive theories of categorisation;natural language generation;natural language interpretation
Decision: Long Main
Title: Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Affiliations: Microsoft Research Asia; Microsoft Azure AI; 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: retrieval-augmented language model;prompting;retrieval
Decision: Long Findings
Title: WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment
Affiliations: Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000, Lille, France
Conference: emnlp 2023 (main track)
Keywords: Graded Lexical Entailment;WordNet
Decision: Short Findings
Title: STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion
Affiliations: Zhejiang University, China; Alibaba Group, China; Worcester Polytechnic Institute, USA; Northeastern University, China; Purdue University, USA; Indiana University Bloomington, USA
Conference: emnlp 2023 (main track)
Keywords: semi-supervised;text-graph joint learning;risk detection
Decision: Long Main
Title: Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
Affiliations: Department of Computer Science & Engineering, University of South Florida, Tampa, FL, USA; Department of Applied Artificial Intelligence, Sungkyunkwan University, Seoul, South Korea; Department of Human-AI Interaction, Sungkyunkwan University, Seoul, South Korea
Conference: emnlp 2023 (main track)
Keywords: Aphasia;NLP;Applications;Speech;Multimodality
Decision: Long Main
Title: StructGPT: A General Framework for Large Language Model to Reason over Structured Data
Affiliations: School of Information, Renmin University of China; Gaoling School of Artificial Intelligence, Renmin University of China; University of Electronic Science and Technology of China; Gaoling School of Artificial Intelligence, School of Information, Renmin University of China
Conference: emnlp 2023 (main track)
Keywords: Large Language Model;Structured Data
Decision: Long Main
Title: LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation
Affiliations: Ant Group, Hangzhou, China; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: Causality explanation generation; Commonsense reasoning; Large language model
Decision: Long Findings
Title: Domain Adaptation for Conversational Query Production with the RAG Model Feedback
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; College of Computer and Control Engineering, Minjiang University, China; Tencent AI Lab, Bellevue, WA
Conference: emnlp 2023 (main track)
Keywords: conversational query production;knowledge-aided dialogue system;text generation
Decision: Long Findings
Title: IBADR: an Iterative Bias-Aware Dataset Refinement Framework for Debiasing NLU models
Affiliations: School of Informatics, Xiamen University, Xiamen 361005, China; Baidu Inc., Beijing 100085, China
Conference: emnlp 2023 (main track)
Keywords: debiased models; dataset refinement; spurious correlation
Decision: Long Main
Title: APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models
Affiliations: Meituan Lab; Virginia Tech; University of Science and Technology of China; Sun Yat-sen University; Peng Chen Lab; Rochester Institute of Technology; Meta AI
Conference: emnlp 2023 (main track)
Keywords: Prompt Tuning;Parameter Efficient Learning;Attention Prompt
Decision: Long Main
Title: Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts
Affiliations: University of Texas at Arlington, Arlington, Texas, USA; Shanghai Jiao Tong University, Shanghai, China; X-LANCE Lab, Department of Computer Science and Engineering, MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: Mental disease detection;symptom;multi-task learning;interpretability;social media
Decision: Long Main
Title: Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks?
Authors: Margarita Bugueño, Gerard de Melo
Affiliations: Hasso Plattner Institute (HPI) / University of Potsdam, Potsdam, Germany
Conference: emnlp 2023 (main track)
Keywords: Graph-Based Text Representation;Graph Neural Networks;Text Classification
Decision: Long Findings
Title: Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications
Affiliations: Illuin Technology, Paris, France; MICS, CentraleSupélec, Université Paris-Saclay, France; Illuin Technology, Paris, France; Equall, Paris, France; MICS, CentraleSupélec, Université Paris-Saclay, France; MICS, CentraleSupélec, Université Paris-Saclay, France
Conference: emnlp 2023 (main track)
Keywords: Instruction Finetuning;Evaluation Metrics;Large Language Models
Decision: Short Main
Title: Fair Without Leveling Down: A New Intersectional Fairness Definition
Affiliations: Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France
Conference: emnlp 2023 (main track)
Keywords: Fairness; Intersectional; Leveling Down
Decision: Long Main
Title: FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score
Affiliations: Yuanpei College, Peking University; Institute for Artificial Intelligence, Peking University; School of Intelligence Science and Technology, Peking University; Yuanpei College, Peking University
Conference: emnlp 2023 (main track)
Keywords: OOD Detection;Likelihood Ratio;Intent Classification
Decision: Short Main
Title: AMR Parsing with Causal Hierarchical Attention and Pointers
Affiliations: School of Information Science and Technology, ShanghaiTech University, Shanghai Engineering Research Center of Intelligent Vision and Imaging; School of Information Science and Technology, ShanghaiTech University
Conference: emnlp 2023 (main track)
Keywords: semantic parsing;AMR parsing;hierarical attention;pointer mechanism
Decision: Long Main
Title: Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling
Affiliations: Jheronimus Academy of Data Science, Sint Janssingel 92, 5211 DA ’s-Hertogenbosch, Netherlands; Tilburg University, Warandelaan 2, 5037 AB Tilburg, Netherlands
Conference: emnlp 2023 (main track)
Keywords: unsupervised learning;sentence representation;dialog act modeling
Decision: Short Findings
Title: EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation
Affiliations: Harbin Institute of Technology, Shenzhen; Peng Cheng Laboratory; City University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: Biomedical semantic textual similarity;entity-aligned regularization;retrival augmentation
Decision: Long Findings
Title: Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding
Affiliations: Hubei Key Laboratory of Distributed System Security, Hubei Engineering Research Center on Big Data Security, School of Cyber Science and Engineering, Huazhong University of Science and Technology; Peking University; Protagolabs Inc.; Guangzhou University; Henan University; The Chinese University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: Cross-modal Knowledge Transfer;Unsupervised Temporal Sentence Grounding
Decision: Long Findings
Title: Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources
Affiliations: SNU-LG AI Research Center; LG AI Research; IPAI, Seoul National University; Chung-Ang University; Dept. of ECE, Seoul National University
Conference: emnlp 2023 (main track)
Keywords: Dialog System;Conversational Question Answering;Dataset Generation
Decision: Long Main
Title: RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation
Affiliations: Tencent AI Lab, Shenzhen, China; Institute of Artificial Intelligence, School of Computer Science and Technology, Soochow University, Suzhou, China; Tencent AI Lab, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Grammatical Error Correction;Robustness
Decision: Long Main
Title: Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression
Affiliations: Wangxuan Institute of Computer Technology, Peking University; Center for Data Science, AAIS, Peking University; National Key Laboratory of General Artificial Intelligence; BIGAI, Beijing, China; Meta AI; Gaoling School of Artificial Intelligence, Renmin University of China; Meituan; Wangxuan Institute of Computer Technology, Peking University; Center for Data Science, AAIS, Peking University
Conference: emnlp 2023 (main track)
Keywords: Model Compression;LLM
Decision: Long Findings
Title: Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks
Affiliations: NetMind.AI; Department of Informatics, King’s College London
Conference: emnlp 2023 (main track)
Keywords: evaluation;human evaluation;LLM;summarization;simplification;grammatical error correction;ChatGPT;GPT-4;Sequence to sequence
Decision: Short Main
Title: Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond
Affiliations: University of California, Los Angeles; HKUST; Microsoft Research; Columbia University
Conference: emnlp 2023 (main track)
Keywords: vision language;vcr;vqa;snli-ve;visual question answering;commonsense reasoning;pretraining;multimodal;robust;low-shot;zero-shot;domain-shift;debiased;shortcut
Decision: Long Findings
Title: Contrastive Deterministic Autoencoders For Language Modeling
Affiliations: David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada; David R. Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada; Vector Institute, Toronto, Canada
Conference: emnlp 2023 (main track)
Keywords: Autoencoders;Contrastive;Transformers
Decision: Long Findings
Title: Unleashing the Power of Language Models in Text-Attributed Graph
Affiliations: School of Data Science, Fudan University, China; Research Institute of Intelligent Complex Systems, Fudan University, China; School of Computer Science, Fudan University, China; School of Management, Fudan University, China; School of Data Science, Fudan University, China; Huawei Technologies Co.,Ltd, China
Conference: emnlp 2023 (main track)
Keywords: Hierarchical Text-attributed Graph;Pre-training;Self-supervised Tasks
Decision: Long Findings
Title: SOUL: Towards Sentiment and Opinion Understanding of Language
Affiliations: Nanyang Technological University, Singapore & The Chinese University of Hong Kong; DAMO Academy, Alibaba Group, Singapore & Hupan Lab, Hangzhou, China; DAMO Academy, Alibaba Group, Singapore & Nanyang Technological University
Conference: emnlp 2023 (main track)
Keywords: sentiment analysis;sentiment classification;sentiment and opinion understanding
Decision: Short Main
Title: Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design
Affiliations: University of Illinois Urbana-Champaign, Urbana, Illinois, USA; Pacific Northwest National Laboratory, Richland, Washington, USA
Conference: emnlp 2023 (main track)
Keywords: Chain-of-Thought;Large Language Model;Reasoning;Scientific Discovery;Chemistry;Catalysis
Decision: Short Findings
Title: PUNR: Pre-training with User Behavior Modeling for News Recommendation
Affiliations: Du Xiaoman Finance, Beijing, China; Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: News Recommendation;Pre-training;User Behavior Modeling
Decision: Long Findings
Title: This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models
Affiliations: HiTZ Center - Ixa, University of the Basque Country UPV/EHU; LoRea Group, University of the Basque Country UPV/EHU
Conference: emnlp 2023 (main track)
Keywords: negation;dataset;LLM;commonsense;evaluation;foundation models;WordNet;real-word knowledge;Large Language models
Decision: Long Main
Title: Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition
Affiliations: School of Computer Science and Technology, Soochow University, Suzhou, China; School of Data Science, The Chinese University of Hong Kong, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Dialogue Discourse Parsing;Reinforcement Learning;Task-aware Structure Transformer
Decision: Long Main
Title: Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval
Affiliations: University of Toronto, Terrence Donnelly Centre, Vector Institute for AI; University of Washington; Yale University; University of Toronto, Vector Institute for AI; Allen Institute for AI; University of Toronto, Terrence Donnelly Centre
Conference: emnlp 2023 (main track)
Keywords: summarization;multi-document summarization;retrieval;open-domain
Decision: Long Findings
Title: GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets
Affiliations: GESIS – Leibniz Institute for the Social Sciences, Cologne, Germany; Heinrich-Heine-University Düsseldorf, Germany
Conference: emnlp 2023 (main track)
Keywords: Information Extraction (IE);ML models;datasets;Named Entity Recognition (NER)
Decision: Long Findings
Title: Continual Named Entity Recognition without Catastrophic Forgetting
Affiliations: Australian Artificial Intelligence Institute, University of Technology Sydney; Baidu Inc; Shenyang Institute of Automation, Chinese Academy of Sciences; University of Chinese Academy of Sciences; Department of Computer Science, Hong Kong Baptist University
Conference: emnlp 2023 (main track)
Keywords: Continual Named Entity Recognition without Catastrophic Forgetting
Decision: Long Main
Title: Romanization-based Large-scale Adaptation of Multilingual Language Models
Affiliations: Language Technology Lab, University of Cambridge; Google DeepMind; Ubiquitous Knowledge Processing Lab, Department of Computer Science and Hessian Center for AI (hessian.AI), Technical University of Darmstadt
Conference: emnlp 2023 (main track)
Keywords: Multilinguality;Parameter Efficiency;Transliteration
Decision: Short Findings
Title: Superlim: A Swedish Language Understanding Evaluation Benchmark
Affiliations: AI Sweden; KBLab, National Library of Sweden; Språkbanken Text, University of Gothenburg; Embark Studios; iguanodon.ai; University of Gothenburg
Conference: emnlp 2023 (main track)
Keywords: Swedish;benchmark;large language models;natural language understanding;transfer learning;evaluation
Decision: Long Main
Title: Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization
Affiliations: German Research Center for Artificial Intelligence (DFKI), Saarland Informatics; Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France; Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France
Conference: emnlp 2023 (main track)
Keywords: Anaphora Resolution;Object Localization
Decision: Long Main
Title: Revisiting Source Context in Nearest Neighbor Machine Translation
Affiliations: Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China; Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, Hubei, China
Conference: emnlp 2023 (main track)
Keywords: nearest neighbor machine translation; source context; retrieval-augmented machine translation
Decision: Long Main
Title: Analysis of Style-Shifting on Social Media: Using Neural Language Model Conditioned by Social Meanings
Affiliations: Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan; Guardian Robot Project (GRP), RIKEN, Kyoto, Japan; Tokyo University of Science
Conference: emnlp 2023 (main track)
Keywords: style-shifting;speech accommodation theory;neural language model
Decision: Long Findings
Title: TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy
Affiliations: National Computer Network Emergency Response Technical Team/Coordination Center of China; Lianyang Guorong (Beijing) Technology Co., Ltd.; Beijing University of Posts and Telecommunications
Conference: emnlp 2023 (main track)
Keywords: Knowledge Graph;Temporal Knowledge Graph;Link forecasting;Temporal Rules
Decision: Long Findings
Title: Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding
Affiliations: Alibaba Group; School of Data Science and Engineering, East China Normal University; KLATASDS-MOE, School of Statistics, East China Normal University
Conference: emnlp 2023 (main track)
Keywords: Self-Training;Uncertainty Estimation;Pre-trained Language Models;Parameter-Efficient Learning
Decision: Long Findings
Title: A Diffusion Weighted Graph Framework for New Intent Discovery
Affiliations: Department of Engineering, University of Massachusetts Boston; School of Automation Science and Engineering, Xi’an Jiaotong University; School of Computer Science and Technology, MOEKLNNS Lab, Xi’an Jiaotong University; Lenovo Research
Conference: emnlp 2023 (main track)
Keywords: New Intent Discovery;Contrastive Learning;Graph Structure Learning
Decision: Long Main
Title: Detecting Erroneously Recognized Handwritten Byzantine Text
Affiliations: Department of Philology, School of Philosophy, University of Athens, Greece; Department of Informatics, Athens University of Economics and Business, Greece; Faculty of Computer Science, University of Vienna, Austria, UniVie Doctoral School Computer Science; Department of Humanities, Ca’Foscari University of Venice, Italy
Conference: emnlp 2023 (main track)
Keywords: text classification;error detection;handwritten text recognition
Decision: Long Findings
Title: Enhancing Biomedical Lay Summarisation with External Knowledge Graphs
Affiliations: College of Economics and Management, Beijing University of Technology, China; Department of Computer Science, University of Sheffield, UK; Department of Computer Science, The University of Surrey, UK; Department of Computer Science, The University of Manchester, UK
Conference: emnlp 2023 (main track)
Keywords: Summarisation;Knowledge Graphs
Decision: Long Main
Title: Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation
Affiliations: Mohamed bin Zayed University of AI; Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China; School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China; Institute of Computing Technology, CAS
Conference: emnlp 2023 (main track)
Keywords: knowledge-grounded dialogue generation;contrastive learning;text degeneration;pre-trained language model
Decision: Long Main
Title: CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation
Affiliations: IIT Madras, India; Institute for Infocomm Research (I2R), A∗STAR, Singapore; Microsoft, India; National Institute of Information and Communications Technology, Kyoto, Japan
Conference: emnlp 2023 (main track)
Keywords: few-shot prompting;machine translation;example selection
Decision: Long Findings
Title: Empirical Study of Zero-Shot NER with ChatGPT
Affiliations: ZJU-UIUC Institute, Zhejiang University, China; National University of Singapore, Singapore; College of Computer Science and Technology, Zhejiang University, China; ZJU-UIUC Institute, Zhejiang University, China
Conference: emnlp 2023 (main track)
Keywords: ChatGPT;Named Entity Recognition;Zero-Shot;Reasoning;Large Language Models
Decision: Long Main
Title: M$^3$Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts
Affiliations: Huawei IT Innovation and Research Center
Conference: emnlp 2023 (main track)
Keywords: Unsupervised topic segmentation;mutual information maximization/minimization;automatic-speech-recognition (ASR) transcripts structuring
Decision: Short Main