EMNLP 2023

2,732 papers

ORANGE: Text-video Retrieval via Watch-time-aware Heterogeneous Graph Contrastive Learning

Yucheng Lin, Tim Chang, Yaning Chang, Jianqiang Ma, Donghui Li

Unveiling Identity Biases in Toxicity Detection : A Game-Focused Dataset and Reactivity Analysis Approach

Josiane Van Dorpe, Zachary Yang, Nicolas Grenon-Godbout, Grégoire Winterstein

Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization

Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang

Lattice Path Edit Distance: A Romanization-aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs

Nobuhiro Kaji

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models

Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Wangmeng Xiang

Retrieval-Enhanced Dual Encoder Training for Product Matching

Justin Chiu

PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction

Yuqing Wang, Prashanth Vijayaraghavan, Ehsan Degan

AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation

Junjie Wang, Yicheng Chen, Wangshu Zhang, Sen Hu, Teng Xu

Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations

Zhengyuan Liu, Siti Umairah Md Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy Chen

TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-Commerce

Tongxin Hu, Zhuang Li, Xin Jin, Lizhen Qu, Xin Zhang

Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios

Yilun Zhao, Haowei Zhang, Shengyun Si, Linyong Nan, Xiangru Tang

Does Named Entity Recognition Truly Not Scale Up to Real-world Product Attribute Extraction?

Wei-Te Chen, Keiji Shinzato, Naoki Yoshinaga, Yandi Xia

Multi-teacher Distillation for Multilingual Spelling Correction

Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts

KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation

Sanjay Agrawal, Vivek Sembium, Ankith M S

SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision

Rong Tian, Zijing Zhao, Weijie Liu, Haoyan Liu, Weiquan Mao

A Pretrained Language Model for Cyber Threat Intelligence

Youngja Park, Weiqiu You

Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval

Kee Kiat Koo, Ashutosh Joshi, Nishaanth Reddy, Karim Bouyarmane, Ismail Tutar

Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities

Fengjun Wang, Moran Beladev, Ofri Kleinfeld, Elina Frayerman, Tal Shachar

Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems

Masha Belyi, Charlotte Dzialo, Chaitanya Dwivedi, Prajit Muppidi, Kanna Shimizu

MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning

Noé Tits

CDD: A Large Scale Dataset for Legal Intelligence Research

Changzhen Ji, Yating Zhang, Adam Jatowt, Haipang Wu

Efficient Transformer Knowledge Distillation: A Performance Review

Nathan Brown, Ashton Williamson, Tahj Anderson, Logan Lawrence

Gatekeeper to save COGS and improve efficiency of Text Prediction

Nidhi Tiwari, Sneha Kola, Milos Milunovic, Si-Qing Chen, Marjan Slavkovski

Towards Effective Automatic Debt Collection with Persona Awareness

Tong Zhang, Junhong Liu, Chen Huang, Jia Liu, Hongru Liang

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models

Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee

Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation

Chenhui Mao, Xiexiong Lin, Xin Jin, Xin Zhang

BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis

Tingfeng Cao, Chengyu Wang, Bingyan Liu, Ziheng Wu, Jinhui Zhu

EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge

Tom Bryan, Jacob Carlson, Abhishek Arora, Melissa Dell

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Chenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu

SummHelper: Collaborative Human-Computer Summarization

Aviv Slobodkin, Niv Nachum, Shmuel Amar, Ori Shapira, Ido Dagan

Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Hang Zhang, Xin Li, Lidong Bing

CoLLiE: Collaborative Training of Large Language Models in an Efficient Way

Kai Lv, Shuo Zhang, Tianle Gu, Shuhao Xing, Jiawei Hong

CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability

Yixi Ding, Yanxia Qin, Qian Liu, Min-Yen Kan

OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding

Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu

PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents

Kyle Lo, Zejiang Shen, Benjamin Newman, Joseph Chang, Russell Authur

ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models

Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao

Prompterator: Iterate Efficiently towards More Effective Prompts

Samuel Sucik, Daniel Skala, Andrej Svec, Peter Hraška, Marek Suppa

Descriptive Knowledge Graph in Biomedical Domain

Kerui Zhu, Jie Huang, Kevin Chen-Chuan Chang

LM-Polygraph: Uncertainty Estimation for Language Models

Ekaterina Fadeeva, Roman Vashurin, Akim Tsvigun, Artem Vazhentsev, Sergey Petrakov

NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails

Traian Rebedea, Razvan Dinu, Makesh Narsimhan Sreedhar, Christopher Parisien, Jonathan Cohen

NewsSense: Reference-free Verification via Cross-document Comparison

Jeremiah Milbauer, Ziqi Ding, Zhijin Wu, Tongshuang Wu

Prompt2Model: Generating Deployable Models from Natural Language Instructions

Vijay Viswanathan, Chenyang Zhao, Amanda Bertsch, Tongshuang Wu, Graham Neubig

CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies

Arie Cattan, Tom Hope, Doug Downey, Roy Bar-Haim, Lilach Eden

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data

Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo

CAMRA: Copilot for AMR Annotation

Jon Cai, Shafiuddin Rehan Ahmed, Julia Bonn, Kristin Wright-Bettner, Martha Palmer

DRGCoder: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups

Daniel Hajialigol, Derek Kaknes, Tanner Barbour, Daphne Yao, Chris North

RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor

Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer

SynJax: Structured Probability Distributions for JAX

Miloš Stanojević, Laurent Sartran

InsightPilot: An LLM-Empowered Automated Data Exploration System

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation

David Heineman, Yao Dou, Wei Xu

SAGEViz: SchemA GEneration and Visualization

Sugam Devare, Mahnaz Koupaee, Gautham Gunapati, Sayontan Ghosh, Sai Vallurupalli

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

Viet Lai, Chien Nguyen, Nghia Ngo, Thuat Nguyen, Franck Dernoncourt

MiniChain: A Small Library for Coding with Large Language Models

Alexander Rush

NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation

Andreea Iana, Goran Glavaš, Heiko Paulheim

Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion

Anton Razzhigaev, Arseniy Shakhmatov, Anastasia Maltseva, Vladimir Arkhipkin, Igor Pavlov

RobustQA: A Framework for Adversarial Text Generation Analysis on Question Answering Systems

Yasaman Boreshban, Seyed Morteza Mirbostani, Seyedeh Fatemeh Ahmadi, Gita Shojaee, Fatemeh Kamani

QACheck: A Demonstration System for Question-Guided Multi-Hop Fact-Checking

Liangming Pan, Xinyuan Lu, Min-Yen Kan, Preslav Nakov

SentAlign: Accurate and Scalable Sentence Alignment

Steinthor Steingrimsson, Hrafn Loftsson, Andy Way

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

Dingyao Yu, Kaitao Song, Peiling Lu, Tianyu He, Xu Tan

Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs

Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li

Muted: Multilingual Targeted Offensive Speech Identification and Visualization

Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang

DOPA METER – A Tool Suite for Metrical Document Profiling and Aggregation

Christina Lohr, Udo Hahn

CLEVA: Chinese Language Models EVAluation Platform

Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen

TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects

Qi Wu, Wenhan Chao, Xian Zhou, Zhunchen Luo

Humanoid Agents: Platform for Simulating Human-like Generative Agents

Zhilin Wang, Yu Ying Chiu, Yu Cheung Chiu

INTELMO: Enhancing Models’ Adoption of Interactive Interfaces

Chunxu Yang, Chien-Sheng Wu, Lidiya Murakhovs’ka, Philippe Laban, Xiang Chen

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face

Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo

YATO: Yet Another deep learning based Text analysis Open toolkit

Zeqiang Wang, Yile Wang, Jiageng Wu, Zhiyang Teng, jie Yang

FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge

Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyy

ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format

Qi Zhu, Christian Geishauser, Hsien-Chin Lin, Carel van Niekerk, Baolin Peng

Sudowoodo: A Chinese Lyric Imitation System with Source Lyrics

Yongzhu Chang, Rongsheng Zhang, Lin Jiang, Qihang Chen, Le Zhang

Koala: An Index for Quantifying Overlaps with Pre-training Corpora

Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi

H2O Open Ecosystem for State-of-the-art Large Language Models

Arno Candel, Jon McKinney, Philipp Singer, Pascal Pfeiffer, Maximilian Jeblick

VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog

Henrik Voigt, Nuno Carvalhais, Monique Meuschke, Markus Reichstein, Sina Zarrieß

RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models

Yasuto Hoshi, Daisuke Miyashita, Youyang Ng, Kento Tatsuno, Yasuhiro Morioka

CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools

Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni, Mathias Kraus, Glen Gostlow

End-to-End Evaluation for Low-Latency Simultaneous Speech Translation

Christian Huber, Tu Anh Dinh, Carlos Mullov, Ngoc-Quan Pham, Thai Binh Nguyen

Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Jonas Golde, Patrick Haller, Felix Hamborg, Julian Risch, Alan Akbik

Creative Natural Language Generation

Tuhin Chakrabarty, Vishakh Padmakumar, He He, Nanyun Peng

Mitigating Societal Harms in Large Language Models

Sachin Kumar, Vidhisha Balachandran, Lucille Njoo, Antonios Anastasopoulos, Yulia Tsvetkov

LLM-driven Instruction Following: Progresses and Concerns

Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren, Hinrich Schütze

Designing, Evaluating, and Learning from Humans Interacting with NLP Models

Tongshuang Wu, Diyi Yang, Sebastin Santy

Security Challenges in Natural Language Processing Models

Qiongkai Xu, Xuanli He

NLP+Vis: NLP Meets Visualization

Shafiq Joty, Enamul Hoque, Jesse Vig

Code-Switching Metrics Using Intonation Units

Rebecca Pattichis, Dora LaCasse, Sonya Trawick, Rena Torres Cacoullos

Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation

Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dongdong Zhang, Minsung Kim

Speech Recognition and Meaning Interpretation: Towards Disambiguation of Structurally Ambiguous Spoken Utterances in Indonesian

Ruhiyah Widiaputri, Ayu Purwarianti, Dessi Lestari, Kurniawati Azizah, Dipta Tanaya

Detecting Propaganda Techniques in Code-Switched Social Media Text

Muhammad Umar Salman, Asif Hanif, Shady Shehata, Preslav Nakov

RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation

Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain

Robert Ridley, Zhen Wu, Jianbing Zhang, Shujian Huang, Xinyu Dai

NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports

Maël Jullien, Marco Valentino, Hannah Frost, Paul O’regan, Donal Landers

JASMINE: Arabic GPT Models for Few-Shot Learning

El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, AbdelRahim Elmadany, Alcides Inciarte, Md Tawkat Islam Khondaker

Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation

Jiayu Lin, Rong Ye, Meng Han, Qi Zhang, Ruofei Lai

When Reviewers Lock Horns: Finding Disagreements in Scientific Peer Reviews

Sandeep Kumar, Tirthankar Ghosal, Asif Ekbal

Multilingual Simplification of Medical Texts

Sebastian Joseph, Kathryn Kazanas, Keziah Reina, Vishnesh Ramanathan, Wei Xu

Document-Level Machine Translation with Large Language Models

Longyue Wang, Chenyang Lyu, Tianbo Ji, Zhirui Zhang, Dian Yu

GenEx: A Commonsense-aware Unified Generative Framework for Explainable Cyberbullying Detection

Krishanu Maity, Raghav Jain, Prince Jha, Sriparna Saha, Pushpak Bhattacharyya

Relation-aware Ensemble Learning for Knowledge Graph Embedding

Ling Yue, Yongqi Zhang, Quanming Yao, Yong Li, Xian Wu

Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference

Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen