hunoutl/paperlists huggingface dataset:
Title: Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers
Affiliations: Hacettepe University, Computer Engineering Department; University of Tehran, Iran; Koç University, KUIS AI Center; Koç University, Computer Engineering Department; University of Tehran, Iran; Tehran Institute for Advanced Studies, Khatam University, Iran
Conference: emnlp 2023 (main track)
Keywords: dataset cartography;compositional generalization;training dynamics
Decision: Long Findings
Title: DiffusionSL: Sequence Labeling via Tag Diffusion Process
Affiliations: School of Artificial Intelligence, University of 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
Conference: emnlp 2023 (main track)
Keywords: Generative Models;Sequence Labeling;Tag Diffusion Process
Decision: Long Findings
Title: Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs
Affiliations: ILCC, School of Informatics, University of Edinburgh, UK; School of Computer and Information Technology, Shanxi University, China; School of Computer Science and Informatics, Cardiff University, UK
Conference: emnlp 2023 (main track)
Keywords: Knowledge Graphs;Entity Typing;Knowledge-based Typing
Decision: Long Main
Title: We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields
Affiliations: National Research Council Canada, University of Göttingen Germany; University of Göttingen, Göttingen, Germany; Institute for Better Health, Toronto, Canada; National Research Council Canada, Ottawa, Canada
Conference: emnlp 2023 (main track)
Keywords: responsible nlp;scientific influence;interdisciplinarity;bibliometrics
Decision: Long Main
Title: Speech Recognition and Meaning Interpretation: Towards Disambiguation of Structurally Ambiguous Spoken Utterances in Indonesian
Affiliations: Bandung Institute of Technology, Indonesia; Japan Advanced Institute of Science and Technology, Japan; University of Indonesia, Indonesia
Conference: emnlp 2023 (main track)
Keywords: structural ambiguity in sentences;prosodic information;speech recognition;speech-to-text mapping;meaning interpretation
Decision: Long Main
Title: HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction
Affiliations: Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China; Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China; Faculty of Data Science, City University of Macau, Macau, China
Conference: emnlp 2023 (main track)
Keywords: multi-instance learning; relation extraction; Huffman Tree; aggregation strategies
Decision: Long Findings
Title: "Are Your Explanations Reliable?" Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack
Affiliations: University of Mississippi, Oxford, MS, USA; Wright State University, Dayton, OH, USA
Conference: emnlp 2023 (main track)
Keywords: Interpretability;Stability;Robustness;Explainability
Decision: Long Main
Title: CLEVR-Implicit: A Diagnostic Dataset for Implicit Reasoning in Referring Expression Comprehension
Affiliations: School of Software Engineering, South China University of Technology; School of Software Engineering, South China University of Technology; Key Laboratory of Big Data and Intelligent Robot (South China University of Technology) Ministry of Education
Conference: emnlp 2023 (main track)
Keywords: referring expression comprehension;implicit reasoning;prompt tuning
Decision: Long Main
Title: Language-Agnostic Bias Detection in Language Models with Bias Probing
Affiliations: Language Technology Lab, University of Cambridge; Center for Information and Language Processing, LMU Munich; Munich Center for Machine Learning; Middle East Initiative, Harvard Kennedy School; Marmara University; Harvard Kennedy School; Data Analytics and Computational Social Science, University of Massachusetts Amherst
Conference: emnlp 2023 (main track)
Keywords: bias detection;nationality bias;multilinguality
Decision: Long Findings
Title: The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
Affiliations: KAIST AI; KAIST AI, NAVER AI Lab; KAIST AI, University of Washington; NAVER AI Lab
Conference: emnlp 2023 (main track)
Keywords: Chain-of-Thought Fine-tuning;Zero-shot Generalization;Few-shot Learning;Large Language Models
Decision: Long Main
Title: LM vs LM: Detecting Factual Errors via Cross Examination
Affiliations: Google DeepMind; Blavatnik School of Computer Science, Tel Aviv University; Google Research, Blavatnik School of Computer Science, Tel Aviv University
Conference: emnlp 2023 (main track)
Keywords: knowledge;factuality;LLM;question answering;interpretability;interactivity;multi-agent;consistency;fact checking;dialogue
Decision: Long Main
Title: Unsupervised Sounding Pixel Learning
Affiliations: School of Computer Science and Engineering, UESTC; Institute of Electronic and Information Engineering of UESTC in Guangdong, China; Shenzhen Institute for Advanced Study, UESTC
Conference: emnlp 2023 (main track)
Keywords: unsupervised;cross-modal learning;sound source localization;semantic affinity refinement
Decision: Long Main
Title: Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; Cloud BU, Huawei Technologies
Conference: emnlp 2023 (main track)
Keywords: LLMs; Probabilistic Tree-of-thought Reasoning; Hallucination; Knowledge-intensive Complex QA
Decision: Long Findings
Title: LLMs -- the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases
Affiliations: IIT Madras; IIT Kharagpur; IIT Kanpur; NUJS; IISER Kolkata
Conference: emnlp 2023 (main track)
Keywords: Legal judgement prediction;Legal Statute prediction;LLMs;explainability;bias;fairness;ethics
Decision: Short Findings
Title: Multi-Source Multi-Type Knowledge Exploration and Exploitation for Dialogue Generation
Affiliations: Shandong University, Qingdao, 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: Dialogue Generation;Natural Language Processing;Dialogue Knowledge
Decision: Long Main
Title: Multi-Source Probing for Open-Domain Conversational Understanding
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China; The CoAI group, Tsinghua University, Beijing, China; University of Illinois at Urbana-Champaign, IL, USA; Pattern Recognition Center, WeChat Al, Tencent Inc., China
Conference: emnlp 2023 (main track)
Keywords: Open-domain dialogue systems;Dialogue comprehension;Dialogue probing;Prompt Learning
Decision: Long Main
Title: DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Affiliations: Monash University and CSIRO’s Data61; Mohamed bin Zayed University of Artificial Intelligence, Cornell Unversity; King Abdullah University of Science and Technology; Mohamed bin Zayed University of Artificial Intelligence
Conference: emnlp 2023 (main track)
Keywords: Machine-generated Text; Large Language models; LLMs; zero-shot
Decision: Long Findings
Title: Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
Affiliations: Department of Computer Science, Indian Institute of Technology, Delhi; Department of Computer Science, Indian Institute of Technology, Delhi; Yardi School of Artificial Intelligence, Indian Institute of Technology, Delhi; Language Technologies Institute, Carnegie Mellon University
Conference: emnlp 2023 (main track)
Keywords: LLMs;reasoning;efficient reasoning;sampling in llms
Decision: Long Main
Title: Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models
Affiliations: Zhejiang University, Zhejiang, China; Nanyang Technological University, Singapore; Hong Kong University of Science and Technology, Hong Kong, China; Jinan University, Guangzhou, China; Jinan University, Guangzhou, China; Nanyang Technological University, Singapore
Conference: emnlp 2023 (main track)
Keywords: Backdoor Attack; Prompt; Large Language Model
Decision: Long Main
Title: DNA: Denoised Neighborhood Aggregation for Fine-grained Category 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: Fine-grained Category Discovery;Denoised Neighborhood Contrastive Learning
Decision: Long Main
Title: One For All $\&$ All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer
Affiliations: Language Technology Lab, University of Cambridge, UK; Center For Artificial Intelligence and Data Science, University of Würzburg, Germany
Conference: emnlp 2023 (main track)
Keywords: zero-shot cross-lingual transfer;multilingual representation learning
Decision: Short Findings
Title: Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction
Affiliations: Alibaba Group; Shanghai AI Laboratory and Shanghai Institute for Advanced Study of Zhejiang University; Nanyang Technological University; Zhejiang University; University of Massachusetts at Amherst
Conference: emnlp 2023 (main track)
Keywords: legal artificial intelligence;legal judgment prediction;contrastive learning;information extraction
Decision: Long Findings
Title: An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations
Affiliations: Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; Harbin Institute of Technology, Shenzhen, China; Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies; Peng Cheng Laboratory, Shenzhen, China; Harbin Institute of Technology, Harbin, China; The Chinese University of Hong Kong, Hong Kong, China
Conference: emnlp 2023 (main track)
Keywords: Emotion Recognition in Conversations;Graph Network;Supervised Contrastive Learning
Decision: Long Findings
Title: What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations
Affiliations: Paul G. Allen School of Computer Science & Engineering, University of Washington; Allen Institute for Artificial Intelligence
Conference: emnlp 2023 (main track)
Keywords: moral reasoning;defeasible reasoning;commonsense reasoning;language groundings;knowledge distillation
Decision: Long Findings
Title: CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction
Affiliations: Indian Institute Of Technology Kharagpur
Conference: emnlp 2023 (main track)
Keywords: supervised contrastive learning;pretraining;t5;encoder-decoder;generative;aste;acos;aesc;tasd;absa
Decision: Long Findings
Title: Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs
Affiliations: Huawei Noah’s Ark Lab; Harbin Institute of Technology, Shenzhen, China; Peng Cheng Laboratory, Shenzhen, China; National University of Singapore; MoE Key Laboratory of High Confidence Software Technologies, The Chinese University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: chain-of-thoughts;in-context learning;personalized dialogue system;empathetic dialogue system;large language models
Decision: Long Findings
Title: Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction
Affiliations: Harbin Insitute of Technology, Shenzhen, China; Peng Cheng Laboratory, Shenzhen, China; The Chinese University of Hong Kong, Hong Kong, China
Conference: emnlp 2023 (main track)
Keywords: Aspect-Based Sentiment Analysis;Data Augmentation;Reinforcement Learning
Decision: Long Main
Title: CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks
Affiliations: Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA; Amazon, Seattle, WA, USA; Salesforce Research, Palo Alto, CA, USA
Conference: emnlp 2023 (main track)
Keywords: large language model;natural language understanding;chain-of-thought;multi-step reasoning;slot filling;intent detection;semantic parsing;abstract meaning representation
Decision: Short Main
Title: Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems
Affiliations: Faculty of Informatics, Masaryk University, Czech Republic; The Central European Institute of Technology, Masaryk University, Czech Republic
Conference: emnlp 2023 (main track)
Keywords: arithmetic reasoning;multistep reasoning;dataset;generation
Decision: Short Main
Title: Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning
Affiliations: 3UT Austin; 4University of Wisconsin–Madison; 2NVIDIA; 5California Institute of Technology; 1UIUC
Conference: emnlp 2023 (main track)
Keywords: Retrieval;Visual Language Model;Image-to-Text
Decision: Long Findings
Title: Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference
Affiliations: James Cook University, Australia; Tongji University, China; Beijing Institute of Technology, China; University of Technology Sydney, Australia
Conference: emnlp 2023 (main track)
Keywords: Clickbait Detection;Subjective Feeling;Objective Content Relevance;Heterogeneous Dynamic Graph Network
Decision: Long Findings
Title: Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper
Affiliations: DFKI GmbH, Saarland Informatics Campus, Saarbrüken, Germany
Conference: emnlp 2023 (main track)
Keywords: political bias;news;stance classification;instruction-following language models;chatGPT;Bard
Decision: Short Findings
Title: Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simpliﬁcation
Affiliations: Université de Lorraine, CNRS/LORIA; Université de Lorraine, Centrale Supélec, CNRS/LORIA; CNRS/LORIA, Université de Lorraine
Conference: emnlp 2023 (main track)
Keywords: simplification;evaluation;quality estimation
Decision: Short Main
Title: Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
Affiliations: Korea University; NAVER AI Lab; NAVER Cloud AI; NAVER Cloud AI, KAIST AI; NAVER Cloud AI, Korea University
Conference: emnlp 2023 (main track)
Keywords: Visual Document Understanding;OCR;Contrastive Learning;Multimodal Language Models;Document Visual Question Answering;Transformer-based Models
Decision: Long Main
Title: Continual Event Extraction with Semantic Confusion Rectification
Affiliations: State Key Laboratory for Novel Software Technology, Nanjing University, China; State Key Laboratory for Novel Software Technology, Nanjing University, China; National Institute of Healthcare Data Science, Nanjing University, China
Conference: emnlp 2023 (main track)
Keywords: Event extraction;Continual learning;Semantic confusion;Knowledge transfer
Decision: Long Main
Title: TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models
Affiliations: School of ECE, Purdue University
Conference: emnlp 2023 (main track)
Keywords: Efficient training of LLMs;Efficient fine-tuning of LLMs;Padding-free variable sequence length batching;Token pruning;Regularizer for LLM training;TokenDrop;BucketSampler
Decision: Long Findings
Title: Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition
Affiliations: Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly, School of Computer Science and Engineering, Nanyang Technological University, Singapore; School of Computer Science and Engineering, Nanyang Technological University, Singapore
Conference: emnlp 2023 (main track)
Keywords: Prompt Tuning;Emotion Recognition in Conversation;Large Language Models
Decision: Long Findings
Title: Decoding Stumpers: Large Language Models vs. Human Problem-Solvers
Affiliations: The Hebrew University Business School, Jerusalem, Israel; Xoltar Inc; Faculty of Data and Decision Sciences, Technion; Department of Cognitive and Brain Sciences, Hebrew University, Jerusalem, Israel
Conference: emnlp 2023 (main track)
Keywords: Large Language Models;Problem-solving abilities;Stumpers;Cognitive abilities;Human performance;Riddles
Decision: Short Findings
Title: Consonant is all you need: a compact representation of English text for efficient NLP
Affiliations: ICS Department, KFUPM, Dhahran 31261, Saudi Arabia; SDAIA–KFUPM Joint Research Center for AI, Dhahran 31261, Saudi Arabia
Conference: emnlp 2023 (main track)
Keywords: Text Representation;Tokenization;Language Modeling;Text Classification;POS Tagging;NER;NMT
Decision: Long Findings
Title: Addressing the Length Bias Challenge in Document-Level Neural Machine Translation
Affiliations: School of Future Science and Engineering, Soochow University, China; Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS) and University of Chinese Academy of Sciences, China
Conference: emnlp 2023 (main track)
Keywords: Document;Machine Translation;Length Bias
Decision: Long Findings
Title: Asking Clarification Questions to Handle Ambiguity in Open-Domain QA
Affiliations: NA VER AI Lab, University of Richmond; NA VER AI Lab, NA VER Cloud, KAIST AI; Chung-Ang University; Dept. of ECE, Seoul National University; Samsung Electronics Mobile eXperience
Conference: emnlp 2023 (main track)
Keywords: Clarification Question;Open-domain Question Answering
Decision: Long Findings
Title: CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation.
Affiliations: Research Centre for Information Systems Engineering, KU Leuven, Belgium; IESEG School of Management, Univ. Lille, CNRS, UMR 9221 - LEM - Lille Economie Management, F-59000 Lille, France; Department of Computer Science, KU Leuven, Belgium
Conference: emnlp 2023 (main track)
Keywords: Few-shot learning;Relation classification;Business application of NLP;Information extraction
Decision: Long Main
Title: A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check
Affiliations: Tsinghua Shenzhen International Graduate School, Tsinghua University; OPPO Research Institute; Tsinghua Shenzhen International Graduate School, Tsinghua University, Peng Cheng Laboratory
Conference: emnlp 2023 (main track)
Keywords: natural language processing;chinese spelling check
Decision: Long Findings
Title: VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights
Affiliations: Technical University of Munich, Germany; LMU Munich, Germany; Graduate Institute of International and Development Studies, Switzerland; Technical University of Munich, Germany; Faculty of Law, University of Zürich, Switzerland
Conference: emnlp 2023 (main track)
Keywords: nlp for social good;in legal domain;vulnerability classification;rationale dataset;robustness
Decision: Short Main
Title: TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models
Affiliations: Sun Yat-Sen University; Huawei Noah’s Ark Lab; Peking University; City University of Hong Kong; Shenzhen Campus of Sun Yat-Sen University; The Chinese University of Hong Kong
Conference: emnlp 2023 (main track)
Keywords: Trigonometric Expression Reduction;Automated Theorem Proving;Formal Mathematical Proof Reduction;Complex Number Combination Reasoning;Generative Language Models
Decision: Long Main
Title: Improving generalization in large langue model by learning prefix subspaces
Affiliations: Sorbonne Université, CNRS, ISIR, 75005 Paris, France; AgroParisTech, UMR MIA-PS, 91120 Palaiseau, France
Conference: emnlp 2023 (main track)
Keywords: Deep learning;parameter efficient fine-tuning;prefix-tuning;subspace learning;natural language processing
Decision: Long Findings
Title: Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs
Affiliations: Meituan, Beijing, 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; 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; Shanghai Artificial Intelligence Laboratory, Shanghai, China
Conference: emnlp 2023 (main track)
Keywords: Knowledge Graph;Complex Query Answering;CQA
Decision: Long Findings
Title: Countering Misinformation via Emotional Response Generation
Affiliations: Fondazione Bruno Kessler; University of Trento; Fondazione Bruno Kessler, University of Trento
Conference: emnlp 2023 (main track)
Keywords: Misinformation Countering;Automated Fact-Checking;Knowledge-Driven NLG;Automatic Text Summarization;Human-Machine Collaboration;Data Collection
Decision: Long Main
Title: Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models
Affiliations: JD Explore Academy, China; The University of Sydney, Australia; School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence and Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, China
Conference: emnlp 2023 (main track)
Keywords: zero-shot quantization;minimax optimization;pre-trained language model
Decision: Long Main
Title: KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
Affiliations: Pharmcube; Peking University; Institute of Artificial Intelligence, Soochow University; The Hong Kong Polytechnic University; Changping Laboratory
Conference: emnlp 2023 (main track)
Keywords: Biomedical;Cross-lingual;Multi-lingual;Pretrained Language Model
Decision: Long Findings
Title: Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison
Affiliations: National University of Singapore; Nanyang Technology University; Institute for Infocomm Research (I2R), A*STAR, Singapore
Conference: emnlp 2023 (main track)
Keywords: Text-to-SQL;large language model
Decision: Long Findings
Title: Improving word mover's distance by leveraging self-attention matrix
Affiliations: Tohoku University; RIKEN AIP; Kyoto University
Conference: emnlp 2023 (main track)
Keywords: word embeddings;word mover's distance;optimal transport;Gromov-Wasserstein distance;Fused Gromov-Wasserstein distance;Self-Attention;paraphrase identification;semantic textual similarity
Decision: Long Findings
Title: Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning
Affiliations: Instituto de Telecomunicações, Lisbon, Portugal; MICS, CentraleSupélec, Université Paris-Saclay, France; Unbabel, Lisbon, Portugal; INESC-ID, Lisbon, Portugal
Conference: emnlp 2023 (main track)
Keywords: Machine Translation; In-Context Learning; Efficient Finetuning
Decision: Short Findings