EMNLP 2023

2,732 papers

Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer

Zhiqiang Hu, Nancy Chen, Roy Lee

Approximating Two-Layer Feedforward Networks for Efficient Transformers

Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber

ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation

Kun Zhang, Xiexiong Lin, Yuanzhuo Wang, Xin Zhang, Fei Sun

Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection

Daniele Comi, Dimitrios Christofidellis, Pier Piazza, Matteo Manica

Video-Text Retrieval by Supervised Sparse Multi-Grained Learning

Yimu Wang, Peng Shi

Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting

Kaijian Zou, Xinliang Frederick Zhang, Winston Wu, Nick Beauchamp, Lu Wang

A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation

Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan

Counterfactual Augmentation for Multimodal Learning Under Presentation Bias

Victoria Lin, Louis-Philippe Morency, Dimitrios Dimitriadis, Srinagesh Sharma

Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning

Nuo Chen, Qiushi Sun, Jianing Wang, Xiang Li, Ming Gao

Trigger Warnings: Bootstrapping a Violence Detector for Fan Fiction

Magdalena Wolska, Matti Wiegmann, Christopher Schröder, Ole Borchardt, Benno Stein

Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks

Xinsong Zhang, Yan Zeng, Jipeng Zhang, Hang Li

SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data

Ruoxi Sun, Sercan Arik, Rajarishi Sinha, Hootan Nakhost, Hanjun Dai

Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages

Koustava Goswami, Priya Rani, Theodorus Fransen, John P. McCrae

Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER

Jingyi Zhang, Ying Zhang, Yufeng Chen, Jinan Xu

MEAL: Stable and Active Learning for Few-Shot Prompting

Abdullatif Köksal, Timo Schick, Hinrich Schuetze

Toward Stronger Textual Attack Detectors

Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida

BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification

Dmitri Roussinov, Serge Sharoff

Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension

Tingfeng Cao, Chengyu Wang, Chuanqi Tan, Jun Huang, Jinhui Zhu

PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale

Bryan Li, Chris Callison-Burch

Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good

Fernando Adauto, Zhijing Jin, Bernhard Schölkopf, Tom Hope, Mrinmaya Sachan

Towards Agile Text Classifiers for Everyone

Maximilian Mozes, Jessica Hoffmann, Katrin Tomanek, Muhamed Kouate, Nithum Thain

Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI

Alexander Leonhardt, Giuseppe Abrami, Daniel Baumartz, Alexander Mehler

Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis

Philip Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick Goh Xin Deik, Ignacio Iacobacci

Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT

Soo Ryu

CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports

Ye Chun, Sunjae Kwon, Kyunghwan Sohn, Nakwon Sung, Junyoup Lee

Bidirectional Masked Self-attention and N-gram Span Attention for Constituency Parsing

Soohyeong Kim, Whanhee Cho, Minji Kim, Yong Choi

Follow-on Question Suggestion via Voice Hints for Voice Assistants

Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko

AutoReply: Detecting Nonsense in Dialogue with Discriminative Replies

Weiyan Shi, Emily Dinan, Adi Renduchintala, Daniel Fried, Athul Jacob

Lexical Entrainment for Conversational Systems

Zhengxiang Shi, Procheta Sen, Aldo Lipani

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification

Junjie Ye, Jie Zhou, Junfeng Tian, Rui Wang, Qi Zhang

Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion

Kunze Wang, Caren Han, Josiah Poon

Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models

Arya McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Ke Wu

Data Pruning for Efficient Model Pruning in Neural Machine Translation

Abdul Hameed Azeemi, Ihsan Qazi, Agha Raza

Filtered Semi-Markov CRF

Urchade Zaratiana, Nadi Tomeh, Niama El Khbir, Pierre Holat, Thierry Charnois

Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards

Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal

Dual Contrastive Learning Framework for Incremental Text Classification

Yigong Wang, Zhuoyi Wang, Yu Lin, Jinghui Guo, Sadaf Halim

MWE as WSD: Solving Multiword Expression Identification with Word Sense Disambiguation

Joshua Tanner, Jacob Hoffman

Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction

Xiangyu Lin, Weijia Jia, Zhiguo Gong

On the Relation between Sensitivity and Accuracy in In-Context Learning

Yanda Chen, Chen Zhao, Zhou Yu, Kathleen McKeown, He He

Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study

Injy Hamed, Nizar Habash, Thang Vu

Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation

Ananth Balashankar, Xuezhi Wang, Yao Qin, Ben Packer, Nithum Thain

Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics

Francisco Valentini, Juan Sosa, Diego Slezak, Edgar Altszyler

Unsupervised Opinion Summarization Using Approximate Geodesics

Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Dubey, Amr Ahmed, Snigdha Chaturvedi

EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics

Daniil Larionov, Jens Grünwald, Christoph Leiter, Steffen Eger

Time-Aware Representation Learning for Time-Sensitive Question Answering

Jungbin Son, Alice Oh

Pretraining Without Attention

Junxiong Wang, Jing Nathan Yan, Albert Gu, Alexander Rush

Aksharantar: Open Indic-language Transliteration datasets and models for the Next Billion Users

Yash Madhani, Sushane Parthan, Priyanka Bedekar, Gokul NC, Ruchi Khapra

Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics

Chengxi Li, Kai Fan, Jiajun Bu, Boxing Chen, Zhongqiang Huang

Guiding AMR Parsing with Reverse Graph Linearization

Bofei Gao, Liang Chen, Peiyi Wang, Zhifang Sui, Baobao Chang

Multi Document Summarization Evaluation in the Presence of Damaging Content

Avshalom Manevich, David Carmel, Nachshon Cohen, Elad Kravi, Ori Shapira

Angel: Enterprise Search System for the Non-Profit Industry

Saiful Haq, Ashutosh Sharma, Pushpak Bhattacharyya

DELPHI: Data for Evaluating LLMs’ Performance in Handling Controversial Issues

David Sun, Artem Abzaliev, Hadas Kotek, Christopher Klein, Zidi Xiu

Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding

Zheng Chen, Ziyan Jiang, Fan Yang, Eunah Cho, Xing Fan

Batch Prompting: Efficient Inference with Large Language Model APIs

Zhoujun Cheng, Jungo Kasai, Tao Yu

On Sample-Efficient Code Generation

Hojae Han, Yu Jin Kim, Byoungjip Kim, Youngwon Lee, Kyungjae Lee

Adaptive Hyper-parameter Learning for Deep Semantic Retrieval

Mingming Li, Chunyuan Yuan, Huimu Wang, Peng Wang, Jingwei Zhuo

An Integrated Search System for Korea Weather Data

Jinkyung Jo, Dayeon Ki, Soyoung Yoon, Minjoon Seo

ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations

Minh Thuan Nguyen, Khanh Tung Tran, Nhu Van Nguyen, Xuan-Son Vu

Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting

Xinli Yu, Zheng Chen, Yanbin Lu

Too much of product information : Don’t worry, let’s look for evidence!

Aryan Jain, Jitenkumar Rana, Chetan Aggarwal

Relevance-assisted Generation for Robust Zero-shot Retrieval

Jihyuk Kim, Minsoo Kim, Joonsuk Park, Seung-won Hwang

DocumentNet: Bridging the Data Gap in Document Pre-training

Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander Hauptmann

DUBLIN: Visual Document Understanding By Language-Image Network

Kriti Aggarwal, Aditi Khandelwal, Kumar Tanmay, Owais Khan Mohammed, Qiang Liu

LLM4Vis: Explainable Visualization Recommendation using ChatGPT

Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang

InstructPTS: Instruction-Tuning LLMs for Product Title Summarization

Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi

Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness

Xiaoyu Tan, Shaojie Shi, Xihe Qiu, Chao Qu, Zhenting Qi

STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants

Leon Zhang, Jiarui Lu, Joel Ruben Antony Moniz, Aditya Kulkarni, Dhivya Piraviperumal

Retrieve and Copy: Scaling ASR Personalization to Large Catalogs

Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal, Srikanth Ronanki, Sravan Bodapati

JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization

Shang-Ching Liu, Shengkun Wang, Tsungyao Chang, Wenqi Lin, Chung-Wei Hsiung

Multi-word Tokenization for Sequence Compression

Leonidas Gee, Leonardo Rigutini, Marco Ernandes, Andrea Zugarini

BUSTER: a “BUSiness Transaction Entity Recognition” dataset

Andrea Zugarini, Andrew Zamai, Marco Ernandes, Leonardo Rigutini

CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering

Md Rashad Al Hasan Rony, Christian Suess, Sinchana Ramakanth Bhat, Viju Sudhi, Julia Schneider

Generative Models for Product Attribute Extraction

Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li

E2E Spoken Entity Extraction for Virtual Agents

Karan Singla, Yeon-Jun Kim, Srinivas Bangalore

InsightNet : Structured Insight Mining from Customer Feedback

Sandeep Sricharan Mukku, Manan Soni, Chetan Aggarwal, Jitenkumar Rana, Promod Yenigalla

Investigating the Role and Impact of Disfluency on Summarization

Varun Nathan, Ayush Kumar, Jithendra Vepa

VKIE: The Application of Key Information Extraction on Video Text

Siyu An, Ye Liu, Haoyuan Peng, Di Yin

An Auxiliary Task Boosted Multi-task Learning Method for Service Account Retrieval with Limited Human Annotation

Yuanzhou Yao, Zhao Zhang, Kaijia Yang, Huasheng Liang, Qiang Yan

Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures

Shumpei Inoue, Minh-Tien Nguyen, Hiroki Mizokuchi, Tuan-Anh Nguyen, Huu-Hiep Nguyen

Automatic Marketing Theme and Commodity Construction System for E-commerce

Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li

Automatic Linking of Judgements to UK Supreme Court Hearings

Hadeel Saadany, Constantin Orasan

Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis

Lilach Eden, Yoav Kantor, Matan Orbach, Yoav Katz, Noam Slonim

PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching

Zhenting Qi, Xiaoyu Tan, Shaojie Shi, Chao Qu, Yinghui Xu

Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes

Hasmot Ali, AKM Shahariar Azad Rabby, Md Majedul Islam, A.k.m Mahamud, Nazmul Hasan

EELBERT: Tiny Models through Dynamic Embeddings

Gabrielle Cohn, Rishika Agarwal, Deepanshu Gupta, Siddharth Patwardhan

Scaling Neural ITN for Numbers and Temporal Expressions in Tamil: Findings for an Agglutinative Low-resource Language

Bhavuk Singhal, Sindhuja Gopalan, Amrith Krishna, Malolan Chetlur

Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning

Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu

CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents

Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks

Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma

Speakerly: A Voice-based Writing Assistant for Text Composition

Dhruv Kumar, Vipul Raheja, Alice Kaiser-Schatzlein, Robyn Perry, Apurva Joshi

AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications

Bhaktipriya Radharapu, Kevin Robinson, Lora Aroyo, Preethi Lahoti

Conversing with databases: Practical Natural Language Querying

Denis Kochedykov, Fenglin Yin, Sreevidya Khatravath

AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR

Tyler Vuong, Karel Mundnich, Dhanush Bekal, Veera Elluru, Srikanth Ronanki

Creator Context for Tweet Recommendation

Spurthi Amba Hombaiah, Tao Chen, Mingyang Zhang, Michael Bendersky, Marc Najork

Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective

Md Tahmid Rahman Laskar, Xue-yong Fu, Cheng Chen, Shashi Bhushan Tn

Coordinated Replay Sample Selection for Continual Federated Learning

Jack Good, Jimit Majmudar, Christophe Dupuy, Jixuan Wang, Charith Peris

Query-aware Multi-modal based Ranking Relevance in Video Search

Chengcan Ye, Ting Peng, Tim Chang, Zhiyi Zhou, Feng Wang

Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation

Dan Li, Zi Long Zhu, Janneke van de Loo, Agnes Masip Gomez, Vikrant Yadav

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Fangkai Yang, Pu Zhao, Zezhong Wang, Lu Wang, Bo Qiao

Compute-Efficient Churn Reduction for Conversational Agents

Sarthak Jauhari, Christopher Hidey