hunoutl/paperlists huggingface dataset:
Title: Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning
Affiliations: Sch. of Inf. Tech, Deakin University; Sch. of Inf. Manag. & Eng, Shanghai Key Laboratory of Financial Information Technology, Shanghai University of Finance and Economics; Sch. of Comp. Sci, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University
Conference: emnlp 2023 (main track)
Keywords: video paragraph captioning;transformer;grouping;action centered;contrastive learning
Decision: Long Findings
Title: A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing
Affiliations: School of Business & Creative Industries, University of the Sunshine Coast, Sunshine Coast, Australia; Universidade da Coruña, CITIC, Department of CS and IT, 15071 A Coruña, Spain
Conference: emnlp 2023 (main track)
Keywords: LLMs;language models;creative writing;evaluation;text generation;storytelling;creativity
Decision: Long Findings
Title: BRAINTEASER: Lateral Thinking Puzzles for Large Language Models
Affiliations: Tencent AI Lab, Bellevue, WA; Information Sciences Institute, Viterbi School of Engineering, University of Southern California; Department of Computer Science, Faculty of Science, Vrije Universiteit Amsterdam
Conference: emnlp 2023 (main track)
Keywords: commonsense reasoning;adversarial robustness;computational creativity
Decision: Long Main
Title: SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts
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: Natural Language Processing;Prompt Tuning;Parameter-Efficient Fine-tuning;Mixture-of-Experts
Decision: Short Main
Title: Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages
Affiliations: University for foreigners of Siena, Italy; University of Rome Tor Vergata, Italy; Campus Bio-Medico University of Rome, Italy; Idiap Research Institute, Switzerland
Conference: emnlp 2023 (main track)
Keywords: interpretability;CKA;typological similarity;BERT
Decision: Long Findings
Title: Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation
Affiliations: The Pennsylvania State University, University Park, PA, USA; MIT Lincoln Laboratory, Lexington, MA, USA; The Pennsylvania State University, University Park, PA, USA
Conference: emnlp 2023 (main track)
Keywords: LLM;Prompt Engineering;Disinformation Detection;Natural Language Inference;Semantic Reasoning;In-context Learning
Decision: Long Main
Title: Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation
Affiliations: Cooperative Medianet Innovation Center, Shanghai Jiao Tong University; Shanghai Artificial Intelligence Laboratory; Cooperative Medianet Innovation Center, Shanghai Jiao Tong University; Fudan University
Conference: emnlp 2023 (main track)
Keywords: non-autoregressive transformers;self-improvement;distillation
Decision: Long Main
Title: Language Models with Rationality
Affiliations: Allen Institute for AI, Seattle, WA; Center for Information and Language Processing, LMU Munich, Germany; Allen Institute for AI, Seattle, WA and Center for Information and Language Processing, LMU Munich, Germany
Conference: emnlp 2023 (main track)
Keywords: Interpretability;question answering;belief;entailment;belief graphs;consistency
Decision: Long Main
Title: K-HATERS: A Hate Speech Detection Corpus in Korean with Target-Specific Ratings
Affiliations: TUNiB; School of AI Convergence, Soongsil University; Department of Intelligent Semiconductors, Soongsil University
Conference: emnlp 2023 (main track)
Keywords: Hate speech;Offensive language;Dataset construction;Fairness;Explainability
Decision: Long Findings
Title: Learning Dynamic Representations for Discourse Dependency Parsing
Affiliations: Wangxuan Institute of Computer Technology, Peking University, China; Wangxuan Institute of Computer Technology, Peking University, China and Center for Data Science, Peking University, China
Conference: emnlp 2023 (main track)
Keywords: Discourse dependency parsing;Transition systems;Dynamic sub-tree representations;Graph attention networks
Decision: Long Findings
Title: Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the GeNTE Corpus
Affiliations: Fondazione Bruno Kessler; University of Trento, Fondazione Bruno Kessler; Fondazione Bruno Kessler, University of Trento
Conference: emnlp 2023 (main track)
Keywords: inclusivity;machine translation;gender;non-binary;evaluation;benchmark
Decision: Long Main
Title: Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text
Affiliations: Hochschule der Medien Stuttgart, Germany; Bosch Center for Artificial Intelligence, Renningen, Germany; Bosch Center for Artificial Intelligence, Renningen, Germany; Ludwig Maximilian University of Munich, Germany; Bosch Center for Artificial Intelligence, Renningen, Germany; University of Augsburg, Germany; Bosch Center for Artificial Intelligence, Renningen, Germany; University of Stuttgart, Germany; University of Augsburg, Germany
Conference: emnlp 2023 (main track)
Keywords: question answering;hallucination;evidence retrieval;dataset creation;generative language models;chatgpt
Decision: Short Findings
Title: Improving Transformer-based Program Repair Model through False Behavior Diagnosis
Affiliations: Department of Artificial Intelligence Convergence, Chonnam National University; College of Computing and Informatics, Sungkyunkwan University; Department of Electrical and Computer Engineering, Sungkyunkwan University
Conference: emnlp 2023 (main track)
Keywords: Transformer;Program Repair;False Behavior
Decision: Long Main
Title: Syllogistic Reasoning for Legal Judgment Analysis
Affiliations: Leiden University, Leiden, The Netherlands; Shandong University, Qingdao, China; Microsoft Research Asia, Beijing, China; Centrum Wiskunde & Informatica, Amsterdam, The Netherlands
Conference: emnlp 2023 (main track)
Keywords: Legal Judgment Analysis;Syllogism;Syllogistic Reasoning
Decision: Long Main
Title: Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics
Affiliations: VinAI Research, Vietnam; Adobe Research, USA; Department of Computer Science, University of Oregon, Eugene, OR, USA; Department of Computer Science, University of Oregon, Eugene, OR, USA and VinAI Research, Vietnam
Conference: emnlp 2023 (main track)
Keywords: Event Detection;Information Extraction;Cross-lingual Transfer Learning;Langevin Dynamics
Decision: Short Findings
Title: AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages
Affiliations: Fraunhofer FIT; University of Cambridge; Cardiff University; University of Deusto; Hassan II University of Casablanca; Universität Hamburg; Ahmadu Bello University, Zaria; University of Porto, Portugal; Google Research; Bayero University Kano; Digital Umuganda; Wollo University; dLab; Uppsala University; Accra Institute of Technology; University of Porto, Portugal; LIAAD - INESC TEC; National Research Council Canada; University of Porto, Portugal; Bayero University Kano; Bahir Dar University; Jimma University; University College London; LIAAD - INESC TEC; Kaduna State University
Conference: emnlp 2023 (main track)
Keywords: Africa;Sentiment;Dataset;NLP
Decision: Long Main
Title: RWKV: Reinventing RNNs for the Transformer Era
Affiliations: Wroclaw U. of Science and Technology; Moves; Peking University; U. of Science and Technology of China; RuoxinTech; EleutherAI; Ohio State U.; Crisis24; Tsinghua University; National U. of Singapore; New York U.; Storyteller.io; U. of C., Santa Cruz; Purdue U.; U. of Electronic Science and Technology of China; Criteo AI Lab; Yale U.; Databaker Technology; U. of Oslo; U. of British Columbia; Nextremer; Generative AI Commons
Conference: emnlp 2023 (main track)
Keywords: large language model;scaling laws;open source;pretraining
Decision: Long Findings
Title: e-THERAPIST: I suggest you to cultivate a mindset of positivity and nurture uplifting thoughts
Affiliations: Department of Computer Science and Engineering, Indian Institute of Technology Patna, India
Conference: emnlp 2023 (main track)
Keywords: Dialogue Systems;Psychotherapy;Persona;Sentiment;Politeness;Interpersonal communication Strategy;Rewards;Reinforcement Learning
Decision: Long Main
Title: Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
Affiliations: School of Computer Science, Fudan University; Institute of Modern Languages and Linguistics, Fudan University; Research Institute of Intelligent Complex Systems, Fudan University; Department of Chinese Language and Literature, Fudan University; School of Computer Science, Fudan University; Institute of Modern Languages and Linguistics, Fudan University
Conference: emnlp 2023 (main track)
Keywords: cross-lingual generalization;syntax;multilinguality;language models
Decision: Long Findings
Title: Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer?
Affiliations: Deakin University; Monash University; School of Information Technology, Monash University Malaysia
Conference: emnlp 2023 (main track)
Keywords: Legal Reasoning;IRAC method;Natural Language Processing;Generative Language Models;In-context Learning;Question Decomposition
Decision: Long Findings
Title: Can We Edit Multimodal Large Language Models?
Affiliations: Zhejiang University, Zhejiang University - Ant Group Joint Laboratory of Knowledge Graph; Zhejiang University, Zhejiang University - Ant Group Joint Laboratory of Knowledge Graph, Donghai Laboratory; Zhejiang Laboratory; Platform and Content Group, Tencent
Conference: emnlp 2023 (main track)
Keywords: Model Editing;Multimodal Language Models;Large Language Models
Decision: Long Main
Title: Dialect-to-Standard Normalization: A Large-Scale Multilingual Evaluation
Affiliations: Department of Informatics, University of Oslo; Department of Digital Humanities, University of Helsinki; Department of Digital Humanities, University of Helsinki; Department of Digital Humanities, University of Helsinki; Faculty of Information Technology and Communication Sciences, Tampere University
Conference: emnlp 2023 (main track)
Keywords: text normalization;multilingual evaluation;multilingual datasets;linguistic variation;dialects and language varieties;Finnish;Norwegian;Slovene;Swiss German
Decision: Long Findings
Title: On the Impact of Cross-Domain Data on German Language Models
Affiliations: Department of Computer Science, University of Applied Sciences and Arts Dortmund, Dortmund, Germany; Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany; Institute for AI in Medicine (IKIM), University Hospital Essen (AöR), Essen, Germany; Institute for Medical Informatics, Biometry and Epidemiology (IMIBE), University Hospital Essen (AöR), Essen, Germany; Cancer Research Center Cologne Essen (CCCE), West German Cancer Center Essen, University Hospital Essen (AöR), Essen, Germany; Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA; NVIDIA, Santa Clara, CA, USA
Conference: emnlp 2023 (main track)
Keywords: large language models;cross-domain datasets;data diversity;data quality;benchmark
Decision: Long Findings
Title: InfoDiffusion: Information Entropy Aware Diffusion Process for Non-Autoregressive Text Generation
Affiliations: Department of Computing, The Hong Kong Polytechnic University, China; College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, China; MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing, China
Conference: emnlp 2023 (main track)
Keywords: Text generation;Diffusion model;Information entropy
Decision: Long Findings
Title: Empower Nested Boolean Logic via Self-Supervised Curriculum Learning
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; School of Computer Science and Technology, Soochow University, Suzhou, China; Harbin Institute of Technology, Shenzhen, China
Conference: emnlp 2023 (main track)
Keywords: nested boolean logic;curriculum learning
Decision: Long Main
Title: HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark
Affiliations: Webiks, Tel Aviv, Israel; Bar-Ilan University, Ramat-Gan, Israel; Allen Institute for AI, Seattle, WA; Bar-Ilan University, Ramat-Gan, Israel
Conference: emnlp 2023 (main track)
Keywords: hebrew;machine reading comprehension;question answering;dataset
Decision: Long Findings
Title: DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit
Affiliations: University of Hyderabad; IIT Kharagpur; IIT Roorkee; UC Berkeley
Conference: emnlp 2023 (main track)
Keywords: Nested compound type identification for Sanskrit;word-level lexical semantics;newly annotated dataset;benchmarking and dependency-based novel framework.
Decision: Long Findings
Title: Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction
Affiliations: Institute of Modern Languages and Linguistics, Fudan University, Shanghai, China; School of Computer Science, Fudan University, Shanghai, China; Ant Info Security Lab, Ant Group Inc., Hangzhou, China
Conference: emnlp 2023 (main track)
Keywords: visually-rich document understanding;information extraction;named entity recognition
Decision: Long Main
Title: You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models
Affiliations: HSE University, Moscow, Russia; HSE University, Moscow, Russia; School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan
Conference: emnlp 2023 (main track)
Keywords: humor detection;evaluation;transferability;robustness
Decision: Long Main
Title: Aligning Large Language Models through Synthetic Feedback
Affiliations: NAVER Cloud; NAVER Cloud, NAVER AI Lab, SNU AI Center; NAVER Cloud, NAVER AI Lab, KAIST AI; NAVER Cloud, NAVER AI Lab; NAVER AI Lab, KAIST AI
Conference: emnlp 2023 (main track)
Keywords: Alignment Learning;Large Language Models
Decision: Long Main
Title: q2d: Turning Questions into Dialogs to Teach Models How to Search
Affiliations: ‡Google Research; †The Hebrew University of Jerusalem;‡Google Research
Conference: emnlp 2023 (main track)
Keywords: Large language models;dialog generation;query generation;external search API;synthetic training data;QReCC dataset;information-seeking dialogs;q2d;data generation pipeline;synthetic dialogs;human-generated dialogs;grounded responses;anaphora;outdated information;hallucinations;factually consistent responses;multi-hop QA;PaLM
Decision: Long Main
Title: Relation-Aware Question Answering for Heterogeneous Knowledge Graphs
Affiliations: Ant Group; Wangxuan Institute of Computer Technology, Peking University, The National Key Laboratory of Cross-Media General Artificial Intelligence, Beijing Institute for General Artificial Intelligence (BIGAI), Beijing, China, Institute for Artificial Intelligence, Peking University; Wangxuan Institute of Computer Technology, Peking University
Conference: emnlp 2023 (main track)
Keywords: Question Answering;Knowledge Graph;Heterogeneous
Decision: Long Findings
Title: Cross-modality Data Augmentation for End-to-End Sign Language Translation
Affiliations: Thrust of Artificial Intelligence, HKUST (Guangzhou), Guangzhou, China; Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China; Guangzhou HKUST Fok Ying Tung Research Institute; Tencent AI Lab; Thrust of Artificial Intelligence, HKUST (Guangzhou), Guangzhou, China
Conference: emnlp 2023 (main track)
Keywords: Sign Language Translation;Cross Modality;Data Augmentation
Decision: Long Findings
Title: CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
Affiliations: NLP Lab, School of Computer and Communication Sciences, EPFL, Switzerland; Department of Computer Science and Engineering, HKUST, Hong Kong SAR, China
Conference: emnlp 2023 (main track)
Keywords: commonsense reasoning;conceptualization;zero shot;question answering
Decision: Long Findings
Title: Sound of Story: Multi-modal Storytelling with Audio
Affiliations: School of Liberal Arts, Ulsan National Institute of Science and Technology, Korea; Artificial Intelligence Graduate School, Ulsan National Institute of Science and Technology, Korea; Artificial Intelligence Graduate School, Department of Computer Science and Engineering, Ulsan National Institute of Science and Technology, Korea; Department of Computer Science and Engineering, Ulsan National Institute of Science and Technology, Korea
Conference: emnlp 2023 (main track)
Keywords: Multi-modal;Story understanding;Audio-video retrieval;Audio generation
Decision: Long Findings
Title: Coarse-to-Fine Dual Encoders are Better Frame Identification Learners
Affiliations: National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University; National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University; School of Software & Microelectronics, Peking University
Conference: emnlp 2023 (main track)
Keywords: Frame Identification;Frame Semantics;Contrastive Learning;Metric Learing
Decision: Long Findings
Title: SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
Affiliations: Ubiquitous Knowledge Processing Lab (UKP Lab), Department of Computer Science and Hessian Center for AI (hessian.AI), TU Darmstadt; IESEG School of Management, 3 Rue de la Digue, 59000 Lille, France; Department of Decision Analytics and Risk, University of Southampton; Research Centre for Information Systems Engineering (LIRIS), Faculty of Economics and Business, KU Leuven
Conference: emnlp 2023 (main track)
Keywords: Hybrid Question Answering;In-Context Learning;Integer Linear Programming
Decision: Long Main
Title: SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting
Affiliations: Tencent AI Lab, Bellevue; The Chinese University of Hong Kong, Hong Kong; The Chinese University of Hong Kong, Hong Kong; Centre for Perceptual and Interactive Intelligence, Hong Kong
Conference: emnlp 2023 (main track)
Keywords: schema-guided LLM prompting;task bot;zero-shot dialog generation
Decision: Long Findings
Title: Skill-Based Few-Shot Selection for In-Context Learning
Affiliations: National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center of Visual Information and Applications, Institute of Artiﬁcial Intelligence and Robotics, Xi’an Jiaotong University; Northeastern University; Microsoft Corporation
Conference: emnlp 2023 (main track)
Keywords: In-Context Learning;Few-Shot Selection;Semantic Parsing
Decision: Long Main
Title: From Speculation Detection to Trustworthy Relational Tuples in Information Extraction
Affiliations: School of Computer Science and Engineering, Nanyang Technological University, Singapore; Institute for Infocomm Research, A*STAR, Singapore; School of Computer Science and Engineering, Nanyang Technological University, Singapore; Institute for Infocomm Research, A*STAR, 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: speculation detection;text classification;information extraction
Decision: Long Findings
Title: An Exploration of Left-Corner Transformations
Affiliations: ETH Zürich; ETH Zürich, University of Cambridge; ETH Zürich, Max Planck ETH Center for Learning Systems
Conference: emnlp 2023 (main track)
Keywords: left-corner transformation;top-down parsing;left-recursion;grammar transformations;speculation;formal language theory;weighted CFG;left-corner transform
Decision: Long Main
Title: EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification
Affiliations: School of Computer Science and Engineering, Key Laboratory of Computer Network and Information Integration, Ministry of Education, Southeast University, China; Department of Informatics, King’s College London, UK; The Alan Turing Institute, UK
Conference: emnlp 2023 (main track)
Keywords: multi-hop fact verification;counterfactual data augmentation;out-of-domain generalization
Decision: Long Main
Title: To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing
Affiliations: Digital Life Initiative, Cornell Tech, Cornell University, New York City, NY, USA; Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA and Allen Institute for Artificial Intelligence, Seattle, WA, USA; Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA
Conference: emnlp 2023 (main track)
Keywords: paradigm shift;future of nlp research;incentives;benchmarking;software;science of science
Decision: Long Main
Title: Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training
Affiliations: ILCC, University of Edinburgh, United Kingdom; ILLC, University of Amsterdam, The Netherlands; Department of Computer Science, IT University of Copenhagen, Denmark; Center for Information and Language Processing (CIS), LMU Munich, Germany
Conference: emnlp 2023 (main track)
Keywords: Language Modelling;Representation Learning;Learning Dynamics;Probing;Subspace Analysis
Decision: Long Findings
Title: BLESS: Benchmarking Large Language Models on Sentence Simplification
Affiliations: University of Maryland, US; Cardiff University, UK; Manchester Metropolitan University, UK; Cohere, US; National Tsing Hua University, Taiwan; University of Zurich, Switzerland; Idiap Research Institute, Switzerland
Conference: emnlp 2023 (main track)
Keywords: text simplification;sentence simplification;large language models;evaluation;in-context learning
Decision: Long Main
Title: COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation
Affiliations: Meta AI, Menlo Park, CA, USA; University of Virginia, V A, USA; Netflix Inc., Los Gatos, California, USA
Conference: emnlp 2023 (main track)
Keywords: personalized text generation;fairness;bias;explanation for recommendation;human evaluation;counterfactual fairness
Decision: Long Main
Title: X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity
Affiliations: Dept. of Computer Science, Hanyang University; Dept. of AI Application, Hanyang University; Hyundai Motor Company; Dept. of Computer Science & Dept. of AI Application, Hanyang University
Conference: emnlp 2023 (main track)
Keywords: Cross-lingual transfer;Multilingual Language Model
Decision: Long Findings
Title: Efficient Data Learning for Open Information Extraction with Pre-trained Language Models
Affiliations: The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China and Tianjin University, Tianjin, China; The Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China
Conference: emnlp 2023 (main track)
Keywords: information extraction;efficient;low-resource
Decision: Short Findings