Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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6,481 to 6,540 of 11,310

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image
Alan Arazi, Eilam Shapira, Shoham Grunblat +8
cs.LGcs.CLcs.CVarXiv:2605.10616v12026
SEIF: Self-Evolving Reinforcement Learning for Instruction Following
Qingyu Ren, Qianyu He, Jiajie Zhu +7
cs.CLarXiv:2605.07465v12026
FlowPIE: Test-Time Scientific Idea Evolution with Flow-Guided Literature Exploration
Qiyao Wang, Hongbo Wang, Longze Chen +6
cs.AIcs.CLarXiv:2603.29557v12026
SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration
Jialong Chen, Xander Xu, Hu Wei +2
cs.SEcs.AIcs.CLarXiv:2603.03823v42026
Query-focused and Memory-aware Reranker for Long Context Processing
Yuqing Li, Jiangnan Li, Mo Yu +5
cs.CLarXiv:2602.12192v32026
Executable Code Actions Elicit Better LLM Agents
Xingyao Wang, Yangyi Chen, Lifan Yuan +4
cs.CLcs.AIarXiv:2402.01030v42024
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
Xingyao Wang, Zihan Wang, Jiateng Liu +4
cs.CLcs.AIcs.LGarXiv:2309.10691v32023
Tool Learning with Foundation Models
Yujia Qin, Shengding Hu, Yankai Lin +38
cs.CLcs.AIcs.LGarXiv:2304.08354v32023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan +11
cs.CLcs.AIarXiv:2303.12712v52023
Emergent Analogical Reasoning in Large Language Models
Taylor Webb, Keith J. Holyoak, Hongjing Lu
cs.AIcs.CLarXiv:2212.09196v32022
Overview of the TREC 2020 deep learning track
Nick Craswell, Bhaskar Mitra, Emine Yilmaz +1
cs.IRcs.AIcs.CLarXiv:2102.07662v12021
Overview of the TREC 2019 deep learning track
Nick Craswell, Bhaskar Mitra, Emine Yilmaz +2
cs.IRcs.CLcs.LGarXiv:2003.07820v22020
TransG : A Generative Mixture Model for Knowledge Graph Embedding
Han Xiao, Minlie Huang, Yu Hao +1
cs.CLarXiv:1509.05488v72015
A Survey on Dialogue Systems: Recent Advances and New Frontiers
Hongshen Chen, Xiaorui Liu, Dawei Yin +1
cs.CLarXiv:1711.01731v32017
Aspect Sentiment Quad Prediction as Paraphrase Generation
Wenxuan Zhang, Yang Deng, Xin Li +3
cs.CLarXiv:2110.00796v12021
Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study
Shusheng Xu, Wei Fu, Jiaxuan Gao +6
cs.CLarXiv:2404.10719v32024
Learning to Transduce with Unbounded Memory
Edward Grefenstette, Karl Moritz Hermann, Mustafa Suleyman +1
cs.NEcs.CLcs.LGarXiv:1506.02516v32015
Benchmarking Natural Language Understanding Services for building Conversational Agents
Xingkun Liu, Arash Eshghi, Pawel Swietojanski +1
cs.CLcs.LGarXiv:1903.05566v32019
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding
Wei Wang, Bin Bi, Ming Yan +5
cs.CLarXiv:1908.04577v32019
Simplify the Usage of Lexicon in Chinese NER
Ruotian Ma, Minlong Peng, Qi Zhang +1
cs.CLarXiv:1908.05969v22019
Evaluating the Ripple Effects of Knowledge Editing in Language Models
Roi Cohen, Eden Biran, Ori Yoran +2
cs.CLarXiv:2307.12976v22023
AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation
Junyang Wang, Yuhang Wang, Guohai Xu +8
cs.CLcs.CVarXiv:2311.07397v22023
Multi-Channel Graph Neural Network for Entity Alignment
Yixin Cao, Zhiyuan Liu, Chengjiang Li +3
cs.CLarXiv:1908.09898v12019
Multi-Modal Knowledge Graph Construction and Application: A Survey
Xiangru Zhu, Zhixu Li, Xiaodan Wang +5
cs.AIcs.CLcs.CVarXiv:2202.05786v22022
PaLI-X: On Scaling up a Multilingual Vision and Language Model
Xi Chen, Josip Djolonga, Piotr Padlewski +40
cs.CVcs.CLcs.LGarXiv:2305.18565v12023
ChipNeMo: Domain-Adapted LLMs for Chip Design
Mingjie Liu, Teodor-Dumitru Ene, Robert Kirby +39
cs.CLarXiv:2311.00176v52023
Surface Form Competition: Why the Highest Probability Answer Isn't Always Right
Ari Holtzman, Peter West, Vered Shwartz +2
cs.CLarXiv:2104.08315v92021
A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
Zijun Liu, Yanzhe Zhang, Peng Li +2
cs.CLcs.AIcs.MAarXiv:2310.02170v22023
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models
Jaemin Cho, Abhay Zala, Mohit Bansal
cs.CVcs.AIcs.CLarXiv:2202.04053v32022
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Jinyan Su, Terry Yue Zhuo, Di Wang +1
cs.CLcs.AIarXiv:2306.05540v12023
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals
Gaole He, Yunshi Lan, Jing Jiang +2
cs.CLcs.AIarXiv:2101.03737v22021
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
Jiacheng Ye, Jiahui Gao, Qintong Li +5
cs.CLcs.AIarXiv:2202.07922v22022
Image-embodied Knowledge Representation Learning
Ruobing Xie, Zhiyuan Liu, Huanbo Luan +1
cs.CVcs.CLarXiv:1609.07028v22016
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models
Ziyi Lin, Chris Liu, Renrui Zhang +13
cs.CVcs.AIcs.CLarXiv:2311.07575v12023
STC Antispoofing Systems for the ASVspoof2019 Challenge
Galina Lavrentyeva, Sergey Novoselov, Andzhukaev Tseren +3
cs.SDcs.CLcs.CRarXiv:1904.05576v12019
Magicoder: Empowering Code Generation with OSS-Instruct
Yuxiang Wei, Zhe Wang, Jiawei Liu +2
cs.CLcs.AIcs.SEarXiv:2312.02120v22023
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
Zorik Gekhman, Gal Yona, Roee Aharoni +4
cs.CLarXiv:2405.05904v32024
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru +15
cs.CLarXiv:2212.12017v32022
Improving Neural Language Models with a Continuous Cache
Edouard Grave, Armand Joulin, Nicolas Usunier
cs.CLcs.LGarXiv:1612.04426v12016
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications
Wei He, Kai Liu, Jing Liu +10
cs.CLarXiv:1711.05073v42017
Few-NERD: A Few-Shot Named Entity Recognition Dataset
Ning Ding, Guangwei Xu, Yulin Chen +5
cs.CLcs.AIcs.LGarXiv:2105.07464v62021
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
Raphael Tang, Linqing Liu, Akshat Pandey +6
cs.CVcs.CLarXiv:2210.04885v52022
Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations
Peixiang Zhong, Di Wang, Chunyan Miao
cs.CLcs.AIcs.LGarXiv:1909.10681v22019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs
Lingbing Guo, Zequn Sun, Wei Hu
cs.AIcs.CLcs.LGarXiv:1905.04914v12019
ASQA: Factoid Questions Meet Long-Form Answers
Ivan Stelmakh, Yi Luan, Bhuwan Dhingra +1
cs.CLarXiv:2204.06092v22022
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM
Takaaki Hori, Shinji Watanabe, Yu Zhang +1
cs.CLarXiv:1706.02737v12017
Automatic Detection of Machine Generated Text: A Critical Survey
Ganesh Jawahar, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan
cs.CLcs.AIarXiv:2011.01314v12020
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation
Fangyuan Xu, Weijia Shi, Eunsol Choi
cs.CLarXiv:2310.04408v12023
Deep Learning for Text Style Transfer: A Survey
Di Jin, Zhijing Jin, Zhiting Hu +2
cs.CLcs.AIcs.LGarXiv:2011.00416v52020
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf
Yuzhuang Xu, Shuo Wang, Peng Li +4
cs.CLarXiv:2309.04658v22023
Language Conditioned Imitation Learning over Unstructured Data
Corey Lynch, Pierre Sermanet
cs.ROcs.AIcs.CLarXiv:2005.07648v22020
Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics
Nitika Mathur, Timothy Baldwin, Trevor Cohn
cs.CLarXiv:2006.06264v22020
Multi-task self-supervised learning for Robust Speech Recognition
Mirco Ravanelli, Jianyuan Zhong, Santiago Pascual +4
eess.AScs.CLcs.LGarXiv:2001.09239v22020
Condenser: a Pre-training Architecture for Dense Retrieval
Luyu Gao, Jamie Callan
cs.CLcs.IRarXiv:2104.08253v22021
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification
Ronghui You, Zihan Zhang, Ziye Wang +3
cs.CLcs.LGarXiv:1811.01727v32018
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
Bhuwan Dhingra, Lihong Li, Xiujun Li +4
cs.CLcs.LGarXiv:1609.00777v32016
Fake News Identification on Twitter with Hybrid CNN and RNN Models
Oluwaseun Ajao, Deepayan Bhowmik, Shahrzad Zargari
cs.SIcs.CLarXiv:1806.11316v12018
Hash Layers For Large Sparse Models
Stephen Roller, Sainbayar Sukhbaatar, Arthur Szlam +1
cs.LGcs.CLarXiv:2106.04426v32021
Multi-Pointer Co-Attention Networks for Recommendation
Yi Tay, Luu Anh Tuan, Siu Cheung Hui
cs.CLcs.AIcs.IRarXiv:1801.09251v22018
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
Hong Liu, Zhiyuan Li, David Hall +2
cs.LGcs.CLmath.OCarXiv:2305.14342v42023

Computation and Language

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

SEIF: Self-Evolving Reinforcement Learning for Instruction Following

FlowPIE: Test-Time Scientific Idea Evolution with Flow-Guided Literature Exploration

SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration

Query-focused and Memory-aware Reranker for Long Context Processing

Executable Code Actions Elicit Better LLM Agents

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Tool Learning with Foundation Models

Sparks of Artificial General Intelligence: Early experiments with GPT-4

Emergent Analogical Reasoning in Large Language Models

Overview of the TREC 2020 deep learning track

Overview of the TREC 2019 deep learning track

TransG : A Generative Mixture Model for Knowledge Graph Embedding

A Survey on Dialogue Systems: Recent Advances and New Frontiers

Aspect Sentiment Quad Prediction as Paraphrase Generation

Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study

Learning to Transduce with Unbounded Memory

Benchmarking Natural Language Understanding Services for building Conversational Agents

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding

Simplify the Usage of Lexicon in Chinese NER

Evaluating the Ripple Effects of Knowledge Editing in Language Models

AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

Multi-Channel Graph Neural Network for Entity Alignment

Multi-Modal Knowledge Graph Construction and Application: A Survey

PaLI-X: On Scaling up a Multilingual Vision and Language Model

ChipNeMo: Domain-Adapted LLMs for Chip Design

Surface Form Competition: Why the Highest Probability Answer Isn't Always Right

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration

DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models

DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Image-embodied Knowledge Representation Learning

SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

STC Antispoofing Systems for the ASVspoof2019 Challenge

Magicoder: Empowering Code Generation with OSS-Instruct

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization

Improving Neural Language Models with a Continuous Cache

DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications

Few-NERD: A Few-Shot Named Entity Recognition Dataset

What the DAAM: Interpreting Stable Diffusion Using Cross Attention

Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs

ASQA: Factoid Questions Meet Long-Form Answers

Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM

Automatic Detection of Machine Generated Text: A Critical Survey

RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation

Deep Learning for Text Style Transfer: A Survey

Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Language Conditioned Imitation Learning over Unstructured Data

Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics

Multi-task self-supervised learning for Robust Speech Recognition

Condenser: a Pre-training Architecture for Dense Retrieval

AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification

Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

Fake News Identification on Twitter with Hybrid CNN and RNN Models

Hash Layers For Large Sparse Models

Multi-Pointer Co-Attention Networks for Recommendation

Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training