ACL 2024

2,718 papers

Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization

Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu

MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation

Yan Ma, Yu Qiao, Pengfei Liu

Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks

Yingji Zhang, Danilo Carvalho, Andre Freitas

REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation

Jinyuan Fang, Zaiqiao Meng, Craig Macdonald

Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation

Wen Wu, Bo Li, Chao Zhang, Chung-Cheng Chiu, Qiujia Li

SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations

Jesus Solano, Mardhiyah Sanni, Oana-Maria Camburu, Pasquale Minervini

DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction

Ling Hu, Yuemei Xu

ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models

Yuanyi Ren, Haoran Ye, Hanjun Fang, Xin Zhang, Guojie Song

Navigating the Metrics Maze: Reconciling Score Magnitudes and Accuracies

Tom Kocmi, Vilém Zouhar, Christian Federmann, Matt Post

AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

Qian Yang, Jin Xu, Wenrui Liu, Yunfei Chu, Ziyue Jiang

M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions

Zheng Wang, Shu Teo, Jieer Ouyang, Yongjun Xu, Wei Shi

Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation

Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin

Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Wei Shen

Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering

Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold

AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators

Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash

Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better

Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews

Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu

AoE: Angle-optimized Embeddings for Semantic Textual Similarity

Xianming Li, Jing Li

UniCoder: Scaling Code Large Language Model via Universal Code

Tao Sun, Linzheng Chai, Jian Yang, Yuwei Yin, Hongcheng Guo

Dissecting Human and LLM Preferences

Junlong Li, Fan Zhou, Shichao Sun, Yikai Zhang, Hai Zhao

Selene: Pioneering Automated Proof in Software Verification

Lichen Zhang, Shuai Lu, Nan Duan

Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer

Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu

Detection-Correction Structure via General Language Model for Grammatical Error Correction

Wei Li, Houfeng Wang

An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies

Bi-Cheng Yan, Jiun-Ting Li, Yi-Cheng Wang, Hsin Wei Wang, Tien-Hong Lo

Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition

Zirun Guo, Tao Jin, Zhou Zhao

HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy

Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang

Persuading across Diverse Domains: a Dataset and Persuasion Large Language Model

Chuhao Jin, Kening Ren, Lingzhen Kong, Xiting Wang, Ruihua Song

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin

Evaluating Intention Detection Capability of Large Language Models in Persuasive Dialogues

Hiromasa Sakurai, Yusuke Miyao

Language Model Adaption for Reinforcement Learning with Natural Language Action Space

Jiangxing Wang, Jiachen Li, Xiao Han, Deheng Ye, Zongqing Lu

IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation

Senyu Han, Lu Chen, Li-Min Lin, Zhengshan Xu, Kai Yu

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding

Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao

Probing Language Models for Pre-training Data Detection

Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Bing Liu, Haonan Lu

A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation

Zhengrui Ma, Qingkai Fang, Shaolei Zhang, Shoutao Guo, Yang Feng

Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models

Yida Zhao, Chao Lou, Kewei Tu

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models

Shangqing Tu, Yuliang Sun, Yushi Bai, Jifan Yu, Lei Hou

Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games

Yizhe Zhang, Jiarui Lu, Navdeep Jaitly

Feature-Adaptive and Data-Scalable In-Context Learning

Jiahao Li, Quan Wang, Licheng Zhang, Guoqing Jin, Zhendong Mao

Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection

Haoyang Wen, Eduard Hovy, Alexander Hauptmann

Citation-Enhanced Generation for LLM-based Chatbots

Weitao Li, Junkai Li, Weizhi Ma, Yang Liu

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency

Baizhou Huang, Shuai Lu, Xiaojun Wan, Nan Duan

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal

Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao

A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications

Naomi Baes, Nick Haslam, Ekaterina Vylomova

Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search

Haochen Li, Xin Zhou, Zhiqi Shen

EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs

Xiangyu Zhao, Bo Liu, Qijiong Liu, Guangyuan SHI, Xiao-ming Wu

Active Prompting with Chain-of-Thought for Large Language Models

SHIZHE DIAO, Pengcheng Wang, Yong Lin, Rui Pan, Xiang Liu

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation

Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu

Grounding Language Model with Chunking-Free In-Context Retrieval

Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou, Zhicheng Dou

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Damai Dai, Chengqi Deng, Chenggang Zhao, R.x. Xu, Huazuo Gao

TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation

Yujie Feng, Xu Chu, Yongxin Xu, Guangyuan SHI, Bo Liu

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base

Siyu Yuan, Jiangjie Chen, Changzhi Sun, Jiaqing Liang, Yanghua Xiao

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering

Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kun Zhu

TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models

Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He

Linguistically Conditioned Semantic Textual Similarity

Jingxuan Tu, Keer Xu, Liulu Yue, Bingyang Ye, Kyeongmin Rim

ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models

Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth

InstructProtein: Aligning Human and Protein Language via Knowledge Instruction

Zeyuan Wang, Qiang Zhang, Keyan Ding, Ming Qin, Xiang Zhuang

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin

RORA: Robust Free-Text Rationale Evaluation

Zhengping Jiang, Yining Lu, Hanjie Chen, Daniel Khashabi, Benjamin Van Durme

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation

Kun Zhu, Xiaocheng Feng, Xiyuan Du, Yuxuan Gu, Weijiang Yu

Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning

Zhaorui Yang, Tianyu Pang, Haozhe Feng, Han Wang, Wei Chen

Can ChatGPT’s Performance be Improved on Verb Metaphor Detection Tasks? Bootstrapping and Combining Tacit Knowledge

Cheng Yang, Puli Chen, Qingbao Huang

Reflect-RL: Two-Player Online RL Fine-Tuning for LMs

Runlong Zhou, Simon Du, Beibin Li

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation

Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi

Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation

Masato Mita, Soichiro Murakami, Akihiko Kato, Peinan Zhang

Prompt Refinement with Image Pivot for Text-to-Image Generation

Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao

Tuning Large Multimodal Models for Videos using Reinforcement Learning from AI Feedback

Daechul Ahn, Yura Choi, Youngjae Yu, Dongyeop Kang, Jonghyun Choi

FineSurE: Fine-grained Summarization Evaluation using LLMs

Hwanjun Song, Hang Su, Igor Shalyminov, Jason Cai, Saab Mansour

VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Lim

Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection

Maxwell Weinzierl, Sanda Harabagiu

Token-wise Influential Training Data Retrieval for Large Language Models

Huawei Lin, Jikai Long, Zhaozhuo Xu, Weijie Zhao

IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction

Inna Lin, Ashish Sharma, Christopher Rytting, Adam Miner, Jina Suh

Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach

Saehyung Lee, Sangwon Yu, Junsung Park, Jihun Yi, Sungroh Yoon

Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving

Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng

The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants

Lucas Bandarkar, Davis Liang, Benjamin Muller, Mikel Artetxe, Satya Narayan Shukla

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions

Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Evuru, Ramaneswaran S

Analysis of Multi-Source Language Training in Cross-Lingual Transfer

Seonghoon Lim, Taejun Yun, Jinhyeon Kim, Jihun Choi, Taeuk Kim

Hyper-CL: Conditioning Sentence Representations with Hypernetworks

Young Yoo, Jii Cha, Changhyeon Kim, Taeuk Kim

FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability

Congying Xia, Chen Xing, Jiangshu Du, Xinyi Yang, Yihao Feng

DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation

Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero

Multimodal Instruction Tuning with Conditional Mixture of LoRA

Ying Shen, Zhiyang Xu, Qifan Wang, Yu Cheng, Wenpeng Yin

OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following

Haochen Shi, Zhiyuan Sun, Xingdi Yuan, Marc-Alexandre Côté, Bang Liu

SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation

Ziyao Xu, Houfeng Wang

Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification

Yibo Hu, Erick Skorupa Parolin, Latifur Khan, Patrick Brandt, Javier Osorio

Wav2Gloss: Generating Interlinear Glossed Text from Speech

Taiqi He, Kwanghee Choi, Lindia Tjuatja, Nathaniel Robinson, Jiatong Shi

Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders

Yuwei Zhang, Siffi Singh, Sailik Sengupta, Igor Shalyminov, Hang Su

An Information-Theoretic Approach to Analyze NLP Classification Tasks

Luran Wang, Mark Gales, Vatsal Raina

Pouring Your Heart Out: Investigating the Role of Figurative Language in Online Expressions of Empathy

Gyeongeun Lee, Christina Wong, Meghan Guo, Natalie Parde

GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis

Yueqi Xie, Minghong Fang, Renjie Pi, Neil Gong

Every Answer Matters: Evaluating Commonsense with Probabilistic Measures

Qi Cheng, Michael Boratko, Pranay Kumar Yelugam, Tim O’Gorman, Nalini Singh

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification

Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai

Answer is All You Need: Instruction-following Text Embedding via Answering the Question

Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu

TTM-RE: Memory-Augmented Document-Level Relation Extraction

Chufan Gao, Xuan Wang, Jimeng Sun

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu

Framing in the Presence of Supporting Data: A Case Study in U.S. Economic News

Alexandria Leto, Elliot Pickens, Coen Needell, David Rothschild, Maria Leonor Pacheco

Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models

Abhishek Kumar, Sarfaroz Yunusov, Ali Emami

Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge

Brendan Park, Madeline Janecek, Naser Ezzati-Jivan, Yifeng Li, Ali Emami

Retrieval-Augmented Multilingual Knowledge Editing

Weixuan Wang, Barry Haddow, Alexandra Birch

Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models

Abhishek Kumar, Robert Morabito, Sanzhar Umbet, Jad Kabbara, Ali Emami

Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction

Yiren Jian, Tingkai Liu, Yunzhe Tao, Chunhui Zhang, Soroush Vosoughi