EMNLP 2024

2,910 papers

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities

Ming Zhang, Caishuang Huang, Yilong Wu, Shichun Liu, Huiyuan Zheng

ACE: A LLM-based Negotiation Coaching System

Ryan Shea, Aymen Kallala, Xin Lucy Liu, Michael W. Morris, Zhou Yu

Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach

Siqi Li, Danni Liu, Jan Niehues

“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs

Mahammed Kamruzzaman, Hieu Minh Nguyen, Gene Louis Kim

Atomic Self-Consistency for Better Long Form Generations

Raghuveer Thirukovalluru, Yukun Huang, Bhuwan Dhingra

Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback

Benjamin Towle, Ke Zhou

Domain adapted machine translation: What does catastrophic forgetting forget and why?

Danielle Saunders, Steve DeNeefe

FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation

Kashun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, SHIZHE DIAO

SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories

Ben Bogin, Kejuan Yang, Shashank Gupta, Kyle Richardson, Erin Bransom

Lifelong Event Detection via Optimal Transport

Viet Dao, Van-Cuong Pham, Quyen Tran, Thanh-Thien Le, Linh Van Ngo

Why Does New Knowledge Create Messy Ripple Effects in LLMs?

Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li

Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models

Michael Lan, Philip Torr, Fazl Barez

SLANG: New Concept Comprehension of Large Language Models

Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Cheng

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent

Xiaoyan Yu, Tongxu Luo, Yifan Wei, Fangyu Lei, Yiming Huang

Voices in a Crowd: Searching for clusters of unique perspectives

Nikolas Vitsakis, Amit Parekh, Ioannis Konstas

The Mystery of the Pathological Path-star Task for Language Models

Arvid Frydenlund

Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research

Yida Mu, Mali Jin, Xingyi Song, Nikolaos Aletras

Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher

Hyunjong Ok, Jegwang Ryu, Jaeho Lee

Latent Concept-based Explanation of NLP Models

Xuemin Yu, Fahim Dalvi, Nadir Durrani, Marzia Nouri, Hassan Sajjad

ABSEval: An Agent-based Framework for Script Evaluation

Sirui Liang, Baoli Zhang, Jun Zhao, Kang Liu

Self-Powered LLM Modality Expansion for Large Speech-Text Models

Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao

Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism

Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen

Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking

Jun Bai, Zhuofan Chen, Zhenzi Li, Hanhua Hong, Jianfei Zhang

Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently

Kanishka Misra, Allyson Ettinger, Kyle Mahowald

Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation

fangrui lv, Kaixiong Gong, Jian Liang, Xinyu Pang, Changshui Zhang

RA2FD: Distilling Faithfulness into Efficient Dialogue Systems

Zhiyuan Zhu, Yusheng Liao, Chenxin Xu, Yunfeng Guan, Yanfeng Wang

GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains

Yang Janet Liu, Tatsuya Aoyama, Wesley Scivetti, Yilun Zhu, Shabnam Behzad

GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text

Michael Ginn, Lindia Tjuatja, Taiqi He, Enora Rice, Graham Neubig

ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment

Tarek Naous, Michael J Ryan, Anton Lavrouk, Mohit Chandra, Wei Xu

Where Am I From? Identifying Origin of LLM-generated Content

Liying Li, Yihan Bai, Minhao Cheng

ControlMath: Controllable Data Generation Promotes Math Generalist Models

Nuo Chen, Ning Wu, Jianhui Chang, Linjun Shou, Jia Li

Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models

Yu Yuan, Lili Zhao, Kai Zhang, Guangting Zheng, Qi Liu

Empowering Multi-step Reasoning across Languages via Program-Aided Language Models

Leonardo Ranaldi, Giulia Pucci, Barry Haddow, Alexandra Birch

Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?

Daniel P Jeong, Saurabh Garg, Zachary Chase Lipton, Michael Oberst

TL-CL: Task And Language Incremental Continual Learning

Shrey Satapara, P. K. Srijith

Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data

Jean-Flavien Bussotti, Luca Ragazzi, Giacomo Frisoni, Gianluca Moro, Paolo Papotti

Let Me Teach You: Pedagogical Foundations of Feedback for Language Models

Beatriz Borges, Niket Tandon, Tanja Käser, Antoine Bosselut

Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments

Omar Sharif, Joseph Gatto, Madhusudan Basak, Sarah M. Preum

Subword Segmentation in LLMs: Looking at Inflection and Consistency

Marion Di Marco, Alexander Fraser

The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm

Aakanksha, Arash Ahmadian, Beyza Ermis, Seraphina Goldfarb-Tarrant, Julia Kreutzer

PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models

JINSUNG KIM, Seonmin Koo, Heuiseok Lim

Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

Christopher Schröder, Gerhard Heyer

Multi-Level Cross-Modal Alignment for Speech Relation Extraction

Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts

Ruida WANG, Jipeng Zhang, Yizhen Jia, Rui Pan, SHIZHE DIAO

Applying Contrastive Learning to Code Vulnerability Type Classification

Chen Ji, Su Yang, Hongyu Sun, Yuqing Zhang

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation

Markus Frohmann, Igor Sterner, Ivan Vulić, Benjamin Minixhofer, Markus Schedl

Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training

Marc Brinner, Sina Zarrieß

Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss

Bowen Zhang, Chunping Li

Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications

Weize Liu, Yinlong Xu, Hongxia Xu, Jintai Chen, Xuming Hu

Towards a Greek Proverb Atlas: Computational Spatial Exploration and Attribution of Greek Proverbs

John Pavlopoulos, Panos Louridas, Panagiotis Filos

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Sergei Bogdanov, Alexandre Constantin, Timothée Bernard, Benoit Crabbé, Etienne P Bernard

Dependency Graph Parsing as Sequence Labeling

Ana Ezquerro, David Vilares, Carlos Gómez-Rodríguez

QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation

Weiping Fu, Bifan Wei, Jianxiang Hu, Zhongmin Cai, Jun Liu

“A good pun is its own reword”: Can Large Language Models Understand Puns?

Zhijun Xu, Siyu Yuan, Lingjie Chen, Deqing Yang

LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models

Hayder Elesedy, Pedro M Esperanca, Silviu Vlad Oprea, Mete Ozay

MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction

Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang

What Are the Odds? Language Models Are Capable of Probabilistic Reasoning

Akshay Paruchuri, Jake Garrison, Shun Liao, John B Hernandez, Jacob Sunshine

Enhancing High-order Interaction Awareness in LLM-based Recommender Model

Xinfeng Wang, Jin Cui, Fumiyo Fukumoto, Yoshimi Suzuki

Major Entity Identification: A Generalizable Alternative to Coreference Resolution

Kawshik Manikantan, Shubham Toshniwal, Makarand Tapaswi, Vineet Gandhi

Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs

Reto Gubelmann

Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs

Houman Mehrafarin, Arash Eshghi, Ioannis Konstas

Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models

Sander Land, Max Bartolo

Red Teaming Language Models for Processing Contradictory Dialogues

Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading

Tu Anh Dinh, Carlos Mullov, Leonard Bärmann, Zhaolin Li, Danni Liu

Puzzle Solving using Reasoning of Large Language Models: A Survey

Panagiotis Giadikiaroglou, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations

Matthias Lindemann, Alexander Koller, Ivan Titov

Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models

Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu

Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models

Javier Chiyah-Garcia, Alessandro Suglia, Arash Eshghi

Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning

Shuai Zhao, Meihuizi Jia, Anh Tuan Luu, Fengjun Pan, Jinming Wen

PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation

Christoph Leiter, Steffen Eger

Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback

Fatemeh Pesaran Zadeh, Juyeon Kim, Jin-Hwa Kim, Gunhee Kim

DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting

Xuanming Zhang, Anthony Diaz, Zixun Chen, Qingyang Wu, Kun Qian

TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models

Rodolfo Zevallos, Núria Bel, Mireia Farrús

ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models

Yuxiang Zhang, Jing Chen, Junjie Wang, Yaxin Liu, Cheng Yang

Improve Dense Passage Retrieval with Entailment Tuning

Lu Dai, Hao Liu, Hui Xiong

Revisiting Supertagging for faster HPSG parsing

Olga Zamaraeva, Carlos Gómez-Rodríguez

MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language

Shun Wang, Ge Zhang, Han Wu, Tyler Loakman, Wenhao Huang

TroL: Traversal of Layers for Large Language and Vision Models

Byung-Kwan Lee, Sangyun Chung, Chae Won Kim, Beomchan Park, Yong Man Ro

CodeAgent: Autonomous Communicative Agents for Code Review

Xunzhu Tang, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li

PCQPR: Proactive Conversational Question Planning with Reflection

Shasha Guo, Lizi Liao, Jing Zhang, Cuiping Li, Hong Chen

Unveiling the Role of Pretraining in Direct Speech Translation

Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà

Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs

Haritz Puerto, Martin Tutek, Somak Aditya, Xiaodan Zhu, Iryna Gurevych

Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations

Nicolò Penzo, Maryam Sajedinia, Bruno Lepri, Sara Tonelli, Marco Guerini

A Multi-Perspective Analysis of Memorization in Large Language Models

Bowen Chen, Namgi Han, Yusuke Miyao

ORPO: Monolithic Preference Optimization without Reference Model

Jiwoo Hong, Noah Lee, James Thorne

Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering

Yifei Yuan, Yang Deng, Anders Søgaard, Mohammad Aliannejadi

One2Set + Large Language Model: Best Partners for Keyphrase Generation

Liangying Shao, Liang Zhang, Minlong Peng, Guoqi Ma, Hao Yue

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment

Wenda Xu, Jiachen Li, William Yang Wang, Lei Li

Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation

Sougata Saha, Rohini Srihari

Split and Merge: Aligning Position Biases in LLM-based Evaluators

Zongjie Li, Chaozheng Wang, Pingchuan Ma, Daoyuan Wu, Shuai Wang

Mitigate Extrinsic Social Bias in Pre-trained Language Models via Continuous Prompts Adjustment

Yiwei Dai, Hengrui Gu, Ying Wang, Xin Wang

Towards Online Continuous Sign Language Recognition and Translation

Ronglai Zuo, Fangyun Wei, Brian Mak

VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models

Jingtao Cao, Zhang Zheng, Hongru Wang, Kam-Fai Wong

Paraphrase Types Elicit Prompt Engineering Capabilities

Jan Philip Wahle, Terry Ruas, Yang Xu, Bela Gipp

What are the Generator Preferences for End-to-end Task-Oriented Dialog System?

Wanshi Xu, Xianwei Zhuang, Zhanpeng Chen, Zhihong Zhu, Xuxin Cheng

Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations

Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-jeanne Lesot

Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights

Hao Yang, Lizhen Qu, Ehsan Shareghi, Reza Haf

Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA

Pu Jian, Donglei Yu, Jiajun Zhang

Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization

Shahed Masoudian, Markus Frohmann, Navid Rekabsaz, Markus Schedl

Dynamic Multi-granularity Attribution Network for Aspect-based Sentiment Analysis

Yanjiang Chen, Kai Zhang, Feng Hu, Xianquan Wang, Ruikang Li