hunoutl/paperlists huggingface dataset:
Title: Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization
Affiliations: Visualisation Institute, University of Technology Sydney, Australia; Australian Artificial Intelligence Institute (AAII), University of Technology Sydney, Australia
Conference: emnlp 2023 (main track)
Keywords: Abstractive text summarization;named entity-related hallucinations;adaptive margin ranking loss
Decision: Long Findings
Title: Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration
Affiliations: Center for Information and Language Processing (CIS), LMU Munich, Germany; Munich Center for Machine Learning (MCML), Germany; Center for Information and Language Processing (CIS), LMU Munich, Germany
Conference: emnlp 2023 (main track)
Keywords: prompt learning;multilingual encoders;calibration
Decision: Short Findings
Title: Measuring Pointwise $\mathcal{V}$-Usable Information In-Context-ly
Affiliations: Computational Health Informatics Program, Boston Children’s Hospital, Harvard Medical School; Department of Radiation Oncology, Brigham and Women’s Hospital/Dana-Farber Cancer Institute; Ubiquitous Knowledge Processing Lab (UKP Lab), Technical University of Darmstadt; Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School
Conference: emnlp 2023 (main track)
Keywords: Hardness;Pointwise V-Usable Information;In-Context Learning
Decision: Long Findings
Title: Adversarial Text Generation by Search and Learning
Affiliations: Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China; Alibaba Group, Alibaba Artificial Intelligence Governance Laboratory, Beijing, China; University of Bristol, Department of Electrical and Electronic Engineering, Bristol, UK
Conference: emnlp 2023 (main track)
Keywords: Adversarial robustness;Adversarial training;Unsupervised Text Generation
Decision: Long Findings
Title: Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing
Affiliations: BK21 FOUR R&E Center for Artificial Intelligence, Korea University, Seoul, South Korea; Department of Artificial Intelligence, Korea University, Seoul, South Korea; Department of Computer Science and Engineering, Korea University, Seoul, South Korea
Conference: emnlp 2023 (main track)
Keywords: transformer;language models;token routing;token pruning;input length reduction
Decision: Long Main
Title: ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets
Affiliations: University of Oxford; University of Zurich; Swiss Finance Institute (SFI); FAU Erlangen-Nürnberg; Net Zero Tracker
Conference: emnlp 2023 (main track)
Keywords: ClimateBERT;BERT;climate change;net zero
Decision: Short Main
Title: Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning
Affiliations: School of Computer Engineering and Science, Shanghai University, China; Department of Computer Science and Engineering, Shanghai Jiao Tong University, China; Graduate School of Informatics, Kyoto University, Japan
Conference: emnlp 2023 (main track)
Keywords: Visually rich documents;Information extraction;Consistency Learning;Multimodality
Decision: Long Main
Title: Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension
Affiliations: CCNL, IDEA, Shenzhen, China; Xiaobing.AI; Institute of Information Engineering, Chinese Academy of Sciences; Hong Kong University of Science and Technology (Guangzhou), Hong Kong University of Science and Technology
Conference: emnlp 2023 (main track)
Keywords: dataset;conversational machine reading comprehension
Decision: Long Findings
Title: FFAEval: Evaluating Dialogue System via Free-For-All Ranking
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; School of Information, Renmin University of China, Beijing, China; Engineering Research Center of Database and Business Intelligence, MOE, China; Zhipu.AI
Conference: emnlp 2023 (main track)
Keywords: Human Evaluation;Dialogue System Evaluation
Decision: Long Findings
Title: Stance Detection on Social Media with Background Knowledge
Affiliations: Shenzhen Technology University, Shenzhen, China; Harbin Insitute of Technology, Shenzhen, China; SIAT, Chinese Academy of Sciences, Shenzhen, China; The Chinese University of Hong Kong, Hong Kong, China
Conference: emnlp 2023 (main track)
Keywords: Stance Detection;Knowledge Augmentation;Background Knowledge
Decision: Long Main
Title: Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models
Affiliations: Institute for AI in Medicine (IKIM), University Hospital Essen, University of Duisburg-Essen; Institute for AI in Medicine (IKIM), University Hospital Essen, University of Mannheim, University of Marburg
Conference: emnlp 2023 (main track)
Keywords: factual knowledge probing
Decision: Long Findings
Title: Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding
Affiliations: East China Normal University, Shanghai, China; Tongji University, Shanghai, China; East China Normal University, Shanghai, China; Alibaba Group, Hangzhou, China; Alibaba Group, Hangzhou, China
Conference: emnlp 2023 (main track)
Keywords: Closed-domain;Pre-trained Language Model;Knowledge Graph
Decision: Long Main
Title: A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection
Affiliations: Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; SIAT, Chinese Academy of Sciences, Shenzhen, China; Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; Peng Cheng Laboratory, Shenzhen, China; The Chinese University of Hong Kong, Hong Kong, China
Conference: emnlp 2023 (main track)
Keywords: Conversational Emotion Detection;Counterfactual Reasoning;Debiasing
Decision: Long Main
Title: From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models
Affiliations: Seoul National University, Seoul, South Korea; University of Richmond, V A, USA; Sungkyunkwan University, Suwon, South Korea
Conference: emnlp 2023 (main track)
Keywords: Schwartz Value Theory;Large Language Model;Human Behavior;Personality;Value Injection
Decision: Long Main
Title: ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts
Affiliations: Department of Computational Linguistics, University of Zurich, Switzerland; Department of Computational Linguistics, University of Zurich, Switzerland and Department of Computer Science, University of Potsdam, Germany; Department of Computer Science, University of Potsdam, Germany
Conference: emnlp 2023 (main track)
Keywords: scanpath generation;eye movements;diffusion models;computational psycholinguistics;deep neural networks;transformer;eye tracking
Decision: Long Main
Title: Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain
Affiliations: Zortify S.A. | 9, Rue du Laboratoire, L-1911 Gare Luxembourg; University of Luxembourg | 6, Rue Coudenhove-Kalergi, L-1359 Luxembourg
Conference: emnlp 2023 (main track)
Keywords: NLP;fine-tuning;parameter efficiency;financial domain
Decision: Short Findings
Title: All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison
Affiliations: Computer Science and Engineering, University of Michigan, Ann Arbor, MI; Computer Science, UC Santa Barbara, Santa Barbara, CA; Computer Science and Engineering, Texas A&M University, College Station, TX; Department of Political Science, Northeastern University, Boston, MA
Conference: emnlp 2023 (main track)
Keywords: Partisan event detection;media bias
Decision: Long Main
Title: ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook
Affiliations: School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China; CAS Engineering Laboratory for Intelligent Industrial Vision, Institute of Automation, Chinese Academy of Sciences, Beijing, China; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; Shanghai Artificial Intelligence Laboratory
Conference: emnlp 2023 (main track)
Keywords: large language model;self-reflection;in-context learning
Decision: Short Findings
Title: Test-Time Self-Adaptive Small Language Models for Question Answering
Affiliations: Graduate School of AI, Korea Advanced Institute of Science and Technology; School of Computing, Korea Advanced Institute of Science and Technology; School of Computing and Graduate School of AI, Korea Advanced Institute of Science and Technology
Conference: emnlp 2023 (main track)
Keywords: Language Models;Question Answering;Test-Time Adaption
Decision: Short Findings
Title: Anaphor Assisted Document-Level Relation Extraction
Affiliations: SKLSDE, Beihang University, Beijing, China; SKLSDE, Beihang University, Beijing, China; Zhongguancun Laboratory, Beijing, China; School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada
Conference: emnlp 2023 (main track)
Keywords: relation extraction;document level;anaphor;graph
Decision: Long Main
Title: SAC$^3$: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
Affiliations: Vanderbilt University, Vanderbilt University Medical Center; Vanderbilt University; Intuit AI Research
Conference: emnlp 2023 (main track)
Keywords: Hallucination;semantic consistency;blackbox;large language models;confidence
Decision: Long Findings
Title: Extrapolating Multilingual Understanding Models as Multilingual Generators
Affiliations: Department of Computer Science and Engineering, Shanghai Jiao Tong University; Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, Shanghai Jiao Tong University, Shanghai, China; Carnegie Mellon University; Shanghai Artificial Intelligence Laboratory
Conference: emnlp 2023 (main track)
Keywords: Multilingual Translation;Prompt Tuning;Non-autoregressive Generation
Decision: Long Findings
Title: Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study
Affiliations: Digital Linguistics Lab, Department Linguistics, Faculty of Linguistics and Literary Studies, Bielefeld University, Bielefeld, Germany
Conference: emnlp 2023 (main track)
Keywords: entropy rate constancy principle;information density;dialogue;nonverbal behaviour;gaze
Decision: Short Findings
Title: Automatic Transcription of Handwritten Old Occitan Language
Affiliations: Munich Center for Machine Learning (MCML), LMU, Munich, Germany; Bavarian Academy of Sciences, BAdW, Munich, Germany; Department of Statistics, LMU, Munich, Germany
Conference: emnlp 2023 (main track)
Keywords: handwritten text recognition;low-resource languages;transformer;computer vision;natural language processing
Decision: Long Main
Title: PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection
Affiliations: School of Digital Industry, Jiangxi Normal University; School of Foreign Languages, JiangXi University of Science and Technology; School of Computer and Information Science, Jiangxi Normal University
Conference: emnlp 2023 (main track)
Keywords: Readability assessment; Deep learning; Prompt learning; Orthogonal projection layer; Linguistic feature
Decision: Long Findings
Title: Open Information Extraction via Chunks
Affiliations: School of Computer Science and Engineering, Nanyang Technological University, Singapore; A*STAR Centre for Frontier AI Research, Singapore; Institute for Infocomm Research, A*STAR, Singapore; School of Computer Science and Engineering, Nanyang Technological University, Singapore
Conference: emnlp 2023 (main track)
Keywords: Information Extraction;sentence chunking
Decision: Long Main
Title: RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction
Affiliations: College of Computer Science and Technology, Zhejiang University; Guanghua Law School, Zhejiang University; Damo Academy, Alibaba Group; College of Computer Science and Technology, Zhejiang University, Shanghai Institute for Advanced Study of Zhejiang University
Conference: emnlp 2023 (main track)
Keywords: Universal Information Extraction;Few-Shot Learning
Decision: Long Findings
Title: Guideline Learning for In-Context Information Extraction
Affiliations: University of Chinese Academy of Sciences, Beijing 100049, China; Peng Cheng Laboratory, Shenzhen 518066, China; Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing 100190, China
Conference: emnlp 2023 (main track)
Keywords: information extraction;in-context learning;large language models
Decision: Long Main
Title: Building Multi-domain Dialog State Trackers from Single-domain Dialogs
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: dialog state tracking;multi-domain dialog;conversational query rewrite
Decision: Long Main
Title: Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond
Affiliations: The CoAI group, Tsinghua University, Beijing; Language and Information Technologies Lab (LIT), Department of Computer Science and Engineering, University of Michigan, Ann Arbor
Conference: emnlp 2023 (main track)
Keywords: task-adaptive tokenization;text generation;long-form generation;text segmentation
Decision: Long Main
Title: MSCFFN: A New FFN with Multi-Space Cross to Accelerate Transformer
Affiliations: Du Xiaoman Financial, Beijing, China; Beihang University, Beijing, China; Du Xiaoman Financial, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: New FFN structure;MSCFFN;Multi-Space Cross method;Accelerate Transformers
Decision: Short Findings
Title: MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document
Affiliations: Harbin Institute of Technology, Harbin, China; Peng Cheng Laboratory, Shenzhen, China; Harbin Institute of Technology, Harbin, China
Conference: emnlp 2023 (main track)
Keywords: Question Answering;Temporal Reasoning;Natural Language Processing
Decision: Long Findings
Title: DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment
Affiliations: Baidu Inc., Beijing, China; Leiden University, Leiden, The Netherlands; Shandong University, Qingdao, China
Conference: emnlp 2023 (main track)
Keywords: Dataset;Dialogue Evaluation Dataset;Dialogue Quality Assessment;Dialogue Quality Evaluation;Dialogue Quality Benchmark;Dialogue Evaluation
Decision: Long Findings
Title: IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems
Affiliations: University of Science and Technology of China; Shanghai Jiao Tong University; National Key Laboratory for Novel Software Technology, Nanjing University; Tencent AI Lab
Conference: emnlp 2023 (main track)
Keywords: Interactive Machine Translation; Neural Machine Translation; Lexical-constrained Translation
Decision: Long Main
Title: In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model
Affiliations: School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China; School of Computer Science and Engineering, Beihang University, Beijing, 100191, China; Xiaomi AI Lab, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: In-Image Machine Translation;Neural Machine Translation
Decision: Long Findings
Title: One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling
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: community;pre-train;graph
Decision: Long Findings
Title: Learning to Describe for Predicting Zero-shot Drug-Drug Interactions
Affiliations: Hong Kong University of Science and Technology (GZ), Guang Zhou, China; 4Paradigm Inc., Beijing, China; Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; Peng Cheng Laboratory, Shenzhen, China; Harbin Institute of Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: Reinforcement Learning;Prompt Learning;Drug-Drug Interaction
Decision: Long Main
Title: ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback
Affiliations: Shanghai Jiao Tong University; Tsinghua Shenzhen International Graduate School; Tencent AI Lab; The Chinese University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: machine translation;instruction tuning;LoRA;human feedback;LLaMA;BLOOMZ;ChatGPT;GPT-4
Decision: Long Findings
Title: Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models
Affiliations: Department of Informatics, Athens University of Economics and Business, Greece; Helvia.ai; Department of Informatics, Athens University of Economics and Business, Greece; Archimedes Unit, Athena Research Center, Greece; Department of Informatics, Athens University of Economics and Business, Greece; Workable; Helvia.ai
Conference: emnlp 2023 (main track)
Keywords: Online Learning;Cost-Efficient;LLMs Applications;Caching;Teacher-Student
Decision: Short Findings
Title: Improving Input-label Mapping with Demonstration Replay for In-context Learning
Affiliations: Gaoling School of Artificial Intelligence, Renmin University of China; Wangxuan Institute of Computer Technology, Peking University; National Key Laboratory of General Artificial Intelligence; Beijing Institute for General Artificial Intelligence; Meituan; Meta AI; Wangxuan Institute of Computer Technology, Peking University
Conference: emnlp 2023 (main track)
Keywords: in-context learning;causal language modeling
Decision: Long Findings
Title: Large Language Models are Complex Table Parsers
Affiliations: Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, China; Academy for Engineering and Technology, Fudan University, Shanghai, China; School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, Shanghai 200433, China; Academy for Engineering and Technology, Fudan University, Shanghai, China; Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, China; School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, Shanghai 200433, China
Conference: emnlp 2023 (main track)
Keywords: Complex Table QA;GPT-3.5;Large language models
Decision: Long Main
Title: D$^2$TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization
Affiliations: School of Computer Science and Technology, Soochow University, Suzhou, 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: Multimodal Summarization; Cross-lingual Summarization; Many-to-many Multimodal Summarization
Decision: Long Findings
Title: Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding
Affiliations: MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University; School of Software Engineering, Sun Yat-sen University
Conference: emnlp 2023 (main track)
Keywords: masked language models;multi-step reasoning;Chain-of-Thought;natural language understanding
Decision: Long Main
Title: Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism
Affiliations: Tohoku University; Tohoku University, RIKEN; MBZUAI
Conference: emnlp 2023 (main track)
Keywords: Negation;Prompting;Reasoning;Language model;Model Analysis;Probing;Chain-of-thought
Decision: Short Main
Title: What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions
Affiliations: †University of Maryland, College Park; ‡Adobe Research; †University of Maryland, College Park; ‡Adobe Research
Conference: emnlp 2023 (main track)
Keywords: Legal NLP;Rights and Obligation Extraction;Summarization;Importance Ranking
Decision: Long Main
Title: Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation
Affiliations: National Pilot School of Software, Yunnan University, Kunming, China; Engineering Research Center of Cyberspace, Yunnan University, Kunming, China; Auburn University, Auburn, Alabama, USA
Conference: emnlp 2023 (main track)
Keywords: response generation;dialogue system;commonsense knowledge;multi-lingual
Decision: Long Findings
Title: Non-Autoregressive Document-Level Machine Translation
Affiliations: Institute of Advanced Technology, Westlake Institute for Advanced Study; Tsinghua University; Nanyang Technological University; Zhejiang University, School of Engineering, Westlake University; School of Engineering, Westlake University
Conference: emnlp 2023 (main track)
Keywords: NAT;Document-level MT;Machine Translation
Decision: Long Findings
Title: ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models
Affiliations: School of Information, Renmin University of China; Gaoling School of Artificial Intelligence, Renmin University of China; Gaoling School of Artificial Intelligence, Renmin University of China and School of Information, Renmin University of China
Conference: emnlp 2023 (main track)
Keywords: large language models;complex reasoning;chain-of-thought
Decision: Long Findings
Title: GTA: Gated Toxicity Avoidance for LM Performance Preservation
Affiliations: Department of Artificial Intelligence, Ajou University, Suwon 16499, Republic of Korea; Department of Software and Computer Engineering, Ajou University, Suwon 16499, Republic of Korea
Conference: emnlp 2023 (main track)
Keywords: language model;controllable text generation;toxicity avoidance;nontoxic text generation;text generation;natural language generation
Decision: Long Findings
Title: Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs
Affiliations: School of Software, Northeastern University, Shenyang, China; School of Computer Science and Engineering, Northeastern University, Shenyang, China
Conference: emnlp 2023 (main track)
Keywords: Multimodal machine translation;Large language models;VQA;Probing tasks
Decision: Long Findings
Title: Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
Affiliations: Harvard Medical School; John Hopkins University; Aligarh Muslim University; Jawaharlal Institute of Postgraduate Medical Education and Research; Stanford University
Conference: emnlp 2023 (main track)
Keywords: language model;radiology;report generation;few-shot prompting;in-context learning;radgraph
Decision: Long Findings
Title: Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals
Affiliations: Ubiquitous Knowledge Processing Lab, Department of Computer Science and Hessian Center for AI (hessian.AI), Technical University of Darmstadt; Data Science Group, University of Hamburg
Conference: emnlp 2023 (main track)
Keywords: Peer Reviews;Rebuttals;Attitude Roots;Jiu-Jitsu Persuasion
Decision: Long Main