EMNLP 2023

2,732 papers

MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning

Chunyou Li, Mingtong Liu, Hongxiao Zhang, Yufeng Chen, Jinan Xu

This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models

Iker García-Ferrero, Begoña Altuna, Javier Alvez, Itziar Gonzalez-Dios, German Rigau

trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback

Alexander Havrilla, Maksym Zhuravinskyi, Duy Phung, Aman Tiwari, Jonathan Tow

FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models

Xinge Ma, Jiangming Liu, Jin Wang, Xuejie Zhang

DALE: Generative Data Augmentation for Low-Resource Legal NLP

Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, S Ramaneswaran, S Sakshi

Improving Language Models’ Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary

Myeongjun Jang, Thomas Lukasiewicz

Improving Dialogue Discourse Parsing via Reply-to Structures of Addressee Recognition

Yaxin Fan, Feng Jiang, Peifeng Li, Fang Kong, Qiaoming Zhu

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models

Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott

IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements

Vageesh Saxena, Benjamin Ashpole, Gijs van Dijck, Gerasimos Spanakis

Generating Data for Symbolic Language with Large Language Models

Jiacheng Ye, Chengzu Li, Lingpeng Kong, Tao Yu

Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy

Sarah Wiegreffe, Matthew Finlayson, Oyvind Tafjord, Peter Clark, Ashish Sabharwal

QA-NatVer: Question Answering for Natural Logic-based Fact Verification

Rami Aly, Marek Strong, Andreas Vlachos

Gender Biases in Automatic Evaluation Metrics for Image Captioning

Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng

DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4

Yebowen Hu, Kaiqiang Song, SangWoo Cho, Xiaoyang Wang, Hassan Foroosh

Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation

Verna Dankers, Ivan Titov, Dieuwke Hupkes

PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question Answering

Wookje Han, Jinsol Park, Kyungjae Lee

How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances

Zihan Zhang, Meng Fang, Ling Chen, Mohammad-Reza Namazi-Rad, Jun Wang

IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions

Wenhao Yu, Meng Jiang, Peter Clark, Ashish Sabharwal

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System

Weizhou Shen, Yingqi Gao, Canbin Huang, Fanqi Wan, Xiaojun Quan

Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers

Hosein Mohebbi, Grzegorz Chrupała, Willem Zuidema, Afra Alishahi

Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation

Tianqi Zhong, Quan Wang, Jingxuan Han, Yongdong Zhang, Zhendong Mao

Editing Common Sense in Transformers

Anshita Gupta, Debanjan Mondal, Akshay Krishna Sheshadri, Wenlong Zhao, Xiang Lorraine Li

DSI++: Updating Transformer Memory with New Documents

Sanket Vaibhav Mehta, Jai Gupta, Yi Tay, Mostafa Dehghani, Vinh Q. Tran

Continual Named Entity Recognition without Catastrophic Forgetting

Duzhen Zhang, Wei Cong, Jiahua Dong, Yahan Yu, Xiuyi Chen

LLM-enhanced Self-training for Cross-domain Constituency Parsing

Jianling Li, Meishan Zhang, Peiming Guo, Min Zhang, Yue Zhang

Reasoning with Language Model is Planning with World Model

Shibo Hao, Yi Gu, Haodi Ma, Joshua Hong, Zhen Wang

Superlim: A Swedish Language Understanding Evaluation Benchmark

Aleksandrs Berdicevskis, Gerlof Bouma, Robin Kurtz, Felix Morger, Joey Öhman

Background Summarization of Event Timelines

Adithya Pratapa, Kevin Small, Markus Dreyer

Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization

Cennet Oguz, Pascal Denis, Emmanuel Vincent, Simon Ostermann, Josef van Genabith

Revisiting Source Context in Nearest Neighbor Machine Translation

Xuanhong Li, Peng Li, Po Hu

Recurrent Neural Language Models as Probabilistic Finite-state Automata

Anej Svete, Ryan Cotterell

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models

Chengcheng Han, Xiaowei Du, Che Zhang, Yixin Lian, Xiang Li

A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection

Thi-Nhung Nguyen, Hoang Ngo, Kiem-Hieu Nguyen, Tuan-Dung Cao

A Diffusion Weighted Graph Framework for New Intent Discovery

Wenkai Shi, Wenbin An, Feng Tian, Qinghua Zheng, Qianying Wang

Enhancing Biomedical Lay Summarisation with External Knowledge Graphs

Tomas Goldsack, Zhihao Zhang, Chen Tang, Carolina Scarton, Chenghua Lin

Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation

Chenxu Yang, Zheng Lin, Lanrui Wang, Chong Tian, Liang Pang

GD-COMET: A Geo-Diverse Commonsense Inference Model

Mehar Bhatia, Vered Shwartz

Active Retrieval Augmented Generation

Zhengbao Jiang, Frank Xu, Luyu Gao, Zhiqing Sun, Qian Liu

Automatic Prompt Optimization with “Gradient Descent” and Beam Search

Reid Pryzant, Dan Iter, Jerry Li, Yin Lee, Chenguang Zhu

Empirical Study of Zero-Shot NER with ChatGPT

Tingyu Xie, Qi Li, Jian Zhang, Yan Zhang, Zuozhu Liu

M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts

Ke Wang, Xiutian Zhao, Yanghui Li, Wei Peng

Don’t Trust ChatGPT when your Question is not in English: A Study of Multilingual Abilities and Types of LLMs

Xiang Zhang, Senyu Li, Bradley Hauer, Ning Shi, Grzegorz Kondrak

Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction

Haoxiang Su, Hongyan Xie, Hao Huang, Shuangyong Song, Ruiyu Fang

TheoremQA: A Theorem-driven Question Answering Dataset

Wenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan

Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization

Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou

Task-Agnostic Low-Rank Adapters for Unseen English Dialects

Zedian Xiao, William Held, Yanchen Liu, Diyi Yang

Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence

Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou

SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples

Deqing Fu, Ameya Godbole, Robin Jia

Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy

Linlin Zhang, Kai Fan, Jiajun Bu, Zhongqiang Huang

SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables

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

Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study

Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu

Referring Image Segmentation via Joint Mask Contextual Embedding Learning and Progressive Alignment Network

Ziling Huang, Shin’ichi Satoh

Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection

Yuan Tian, Nan Xu, Wenji Mao, Daniel Zeng

ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue

Haoqin Tu, Yitong Li, Fei Mi, Zhongliang Yang

Turn-Level Active Learning for Dialogue State Tracking

Zihan Zhang, Meng Fang, Fanghua Ye, Ling Chen, Mohammad-Reza Namazi-Rad

GLEN: Generative Retrieval via Lexical Index Learning

Sunkyung Lee, Minjin Choi, Jongwuk Lee

MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation

Jia-Chen Gu, Chao-Hong Tan, Caiyuan Chu, Zhen-Hua Ling, Chongyang Tao

Semantic matching for text classification with complex class descriptions

Brian De Silva, Kuan-Wen Huang, Gwang Lee, Karen Hovsepian, Yan Xu

Instructive Dialogue Summarization with Query Aggregations

Bin Wang, Zhengyuan Liu, Nancy Chen

RoBoCoP: A Comprehensive ROmance BOrrowing COgnate Package and Benchmark for Multilingual Cognate Identification

Liviu Dinu, Ana Uban, Alina Cristea, Anca Dinu, Ioan-Bogdan Iordache

On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research

Luiza Pozzobon, Beyza Ermis, Patrick Lewis, Sara Hooker

Natural Disaster Tweets Classification Using Multimodal Data

Mohammad Basit, Bashir Alam, Zubaida Fatima, Salman Shaikh

WiCE: Real-World Entailment for Claims in Wikipedia

Ryo Kamoi, Tanya Goyal, Juan Diego Rodriguez, Greg Durrett

StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure

Mattia Opper, Victor Prokhorov, N. Siddharth

Have LLMs Advanced Enough? A Challenging Problem Solving Benchmark For Large Language Models

Daman Arora, Himanshu Singh, Mausam

Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks

Zhaohui Yan, Songlin Yang, Wei Liu, Kewei Tu

Language Model Quality Correlates with Psychometric Predictive Power in Multiple Languages

Ethan Wilcox, Clara Meister, Ryan Cotterell, Tiago Pimentel

Content- and Topology-Aware Representation Learning for Scientific Multi-Literature

Kai Zhang, Kaisong Song, Yangyang Kang, Xiaozhong Liu

Faithful Model Evaluation for Model-Based Metrics

Qian Hu, Palash Goyal, Rahul Gupta

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT

Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu

Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources

Abdisalam Badel, Ting Zhong, Wenxin Tai, Fan Zhou

Universal Self-Adaptive Prompting

Xingchen Wan, Ruoxi Sun, Hootan Nakhost, Hanjun Dai, Julian Eisenschlos

Symbolic Planning and Code Generation for Grounded Dialogue

Justin Chiu, Wenting Zhao, Derek Chen, Saujas Vaduguru, Alexander Rush

Effects of sub-word segmentation on performance of transformer language models

Jue Hou, Anisia Katinskaia, Anh-Duc Vu, Roman Yangarber

Antonia Karamolegkou, Jiaang Li, Li Zhou, Anders Søgaard

A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video

Keito Kudo, Haruki Nagasawa, Jun Suzuki, Nobuyuki Shimizu

From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning

Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee

CiteBench: A Benchmark for Scientific Citation Text Generation

Martin Funkquist, Ilia Kuznetsov, Yufang Hou, Iryna Gurevych

A Study on Accessing Linguistic Information in Pre-Trained Language Models by Using Prompts

Marion Di Marco, Katharina Hämmerl, Alexander Fraser

Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4

Kent Chang, Mackenzie Cramer, Sandeep Soni, David Bamman

Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN

Niloofar Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky

JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification

Henry Peng Zou, Cornelia Caragea

A Fine-Grained Taxonomy of Replies to Hate Speech

Xinchen Yu, Ashley Zhao, Eduardo Blanco, Lingzi Hong

End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation

Juan Pablo Zuluaga-gomez, Zhaocheng Huang, Xing Niu, Rohit Paturi, Sundararajan Srinivasan

OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding

Zhan Shi, Guoyin Wang, Ke Bai, Jiwei Li, Xiang Li

DUMB: A Benchmark for Smart Evaluation of Dutch Models

Wietse de Vries, Martijn Wieling, Malvina Nissim

Sentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network

Xin Zhang, Linhai Zhang, Deyu Zhou

Linking Surface Facts to Large-Scale Knowledge Graphs

Gorjan Radevski, Kiril Gashteovski, Chia-Chien Hung, Carolin Lawrence, Goran Glavaš

Accented Speech Recognition With Accent-specific Codebooks

Darshan Prabhu, Preethi Jyothi, Sriram Ganapathy, Vinit Unni

Causal Document-Grounded Dialogue Pre-training

Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li

HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies

William Watson, Nicole Cho, Tucker Balch, Manuela Veloso

CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding

Yixiao Ma, Yueyue Wu, Weihang Su, Qingyao Ai, Yiqun Liu

UniMath: A Foundational and Multimodal Mathematical Reasoner

Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang

Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning

Xiao Yu, Maximillian Chen, Zhou Yu

Translating away Translationese without Parallel Data

Rricha Jalota, Koel Chowdhury, Cristina España-Bonet, Josef van Genabith

Non-autoregressive Text Editing with Copy-aware Latent Alignments

Yu Zhang, Yue Zhang, Leyang Cui, Guohong Fu

Benchmarking and Improving Text-to-SQL Generation under Ambiguity

Adithya Bhaskar, Tushar Tomar, Ashutosh Sathe, Sunita Sarawagi

A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis

Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan

On the Representational Capacity of Recurrent Neural Language Models

Franz Nowak, Anej Svete, Li Du, Ryan Cotterell

Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning

Sarkar Snigdha Sarathi Das, Ranran Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang