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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7,501 to 7,560 of 11,244

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
Edoardo Maria Ponti, Goran Glavaš, Olga Majewska +3
cs.CLarXiv:2005.00333v22020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media
Yi-Ju Lu, Cheng-Te Li
cs.CLcs.LGstat.MLarXiv:2004.11648v12020
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models
Zhang Li, Biao Yang, Qiang Liu +6
cs.CVcs.AIcs.CLarXiv:2311.06607v42023
LoRA+: Efficient Low Rank Adaptation of Large Models
Soufiane Hayou, Nikhil Ghosh, Bin Yu
cs.LGcs.AIcs.CLarXiv:2402.12354v22024
Transformers as Soft Reasoners over Language
Peter Clark, Oyvind Tafjord, Kyle Richardson
cs.CLcs.AIarXiv:2002.05867v22020
A Simple Method for Commonsense Reasoning
Trieu H. Trinh, Quoc V. Le
cs.AIcs.CLcs.LGarXiv:1806.02847v22018
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions
Eric Wallace, Kai Xiao, Reimar Leike +3
cs.CRcs.CLcs.LGarXiv:2404.13208v12024
TelecomGPT-R1: A Unified Open-Source Reasoner for the Telecom Stack
Bohao Wang, Chenwei Wu, Haoyu Li +8
cs.CLcs.ITarXiv:2608.26126v12026
An Empirical Study of Training End-to-End Vision-and-Language Transformers
Zi-Yi Dou, Yichong Xu, Zhe Gan +9
cs.CVcs.CLcs.LGarXiv:2111.02387v32021
The Power of Noise: Redefining Retrieval for RAG Systems
Florin Cuconasu, Giovanni Trappolini, Federico Siciliano +5
cs.IRcs.CLarXiv:2401.14887v42024
Quasi-Recurrent Neural Networks
James Bradbury, Stephen Merity, Caiming Xiong +1
cs.NEcs.AIcs.CLarXiv:1611.01576v22016
MuRIL: Multilingual Representations for Indian Languages
Simran Khanuja, Diksha Bansal, Sarvesh Mehtani +11
cs.CLarXiv:2103.10730v22021
RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature
Maayan Sharon, Tom Hope
cs.CLcs.IRarXiv:2608.27394v12026
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
Sascha Rothe, Shashi Narayan, Aliaksei Severyn
cs.CLarXiv:1907.12461v22019
CorporateBench: Large-Scale Q&A Benchmarking with Temporal Knowledge Bases
Sil Hamilton, Albert Yu Sun, Oscar J. Romero +4
cs.AIcs.CLcs.IRarXiv:2608.27391v12026
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space
Arvind Neelakantan, Jeevan Shankar, Alexandre Passos +1
cs.CLstat.MLarXiv:1504.06654v12015
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text
Haitian Sun, Tania Bedrax-Weiss, William W. Cohen
cs.CLcs.LGarXiv:1904.09537v12019
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras +4
cs.CLarXiv:2010.05953v22020
Transformation Networks for Target-Oriented Sentiment Classification
Xin Li, Lidong Bing, Wai Lam +1
cs.CLarXiv:1805.01086v12018
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
Zhicheng Huang, Zhaoyang Zeng, Bei Liu +2
cs.CVcs.CLcs.LGarXiv:2004.00849v22020
Towards Measuring the Representation of Subjective Global Opinions in Language Models
Esin Durmus, Karina Nguyen, Thomas I. Liao +15
cs.CLcs.AIarXiv:2306.16388v22023
Case2Flow: Bridging Patient Cases and Guideline Flowcharts through Multimodal Retrieval
Jiale Wei, Yufan Chen, Alexander Jaus +5
cs.CLcs.IRarXiv:2608.26414v12026
A Reranker for Orchestrating Heterogeneous Speech and Text Retrievers
Inho Kim, Sumyeong Ahn
cs.CLcs.AIcs.IRarXiv:2608.26194v12026
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
Jiaming Tang, Yilong Zhao, Kan Zhu +3
cs.CLcs.LGarXiv:2406.10774v22024
Agents Don't Paginate: First-Chunk Selection for LLM Tool Responses
Tatiana Petrova, Andrei Mazniak, Radu State
cs.CLcs.IRarXiv:2608.26130v12026
Evaluating Gender Bias in Machine Translation
Gabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer
cs.CLarXiv:1906.00591v12019
Transformer Memory as a Differentiable Search Index
Yi Tay, Vinh Q. Tran, Mostafa Dehghani +10
cs.CLcs.AIcs.IRarXiv:2202.06991v32022
A Study of Generative Large Language Model for Medical Research and Healthcare
Cheng Peng, Xi Yang, Aokun Chen +16
cs.CLarXiv:2305.13523v12023
UNITER: UNiversal Image-TExt Representation Learning
Yen-Chun Chen, Linjie Li, Licheng Yu +5
cs.CVcs.CLcs.LGarXiv:1909.11740v32019
Gender bias and stereotypes in Large Language Models
Hadas Kotek, Rikker Dockum, David Q. Sun
cs.CLcs.CYcs.LGarXiv:2308.14921v12023
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
Nils Reimers, Iryna Gurevych
cs.CLstat.MLarXiv:1707.09861v12017
CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering
Kunjesh Parekh, Anil Kumar Tiwari, Divya Saxena
cs.AIcs.CLq-fin.CParXiv:2608.26114v12026
SpinQuant: LLM quantization with learned rotations
Zechun Liu, Changsheng Zhao, Igor Fedorov +6
cs.LGcs.AIcs.CLarXiv:2405.16406v42024
Gender Bias in Contextualized Word Embeddings
Jieyu Zhao, Tianlu Wang, Mark Yatskar +3
cs.CLarXiv:1904.03310v12019
On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection
Vivian Lai, Chenhao Tan
cs.AIcs.CLcs.CYarXiv:1811.07901v42018
Neural Legal Judgment Prediction in English
Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras
cs.CLarXiv:1906.02059v12019
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
Wenqi Shao, Mengzhao Chen, Zhaoyang Zhang +7
cs.LGcs.CLarXiv:2308.13137v32023
LLaVA-Video: Video Instruction Tuning With Synthetic Data
Yuanhan Zhang, Jinming Wu, Wei Li +4
cs.CVcs.CLarXiv:2410.02713v32024
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Mia Xu Chen, Orhan Firat, Ankur Bapna +9
cs.CLcs.AIarXiv:1804.09849v22018
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications
Chao Zhang, Zichao Yang, Xiaodong He +1
cs.AIcs.CLcs.CVarXiv:1911.03977v32019
A Survey of the State of Explainable AI for Natural Language Processing
Marina Danilevsky, Kun Qian, Ranit Aharonov +3
cs.CLcs.AIcs.LGarXiv:2010.00711v12020
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
Chris Hokamp, Qun Liu
cs.CLarXiv:1704.07138v22017
BLANC: Discovering Patent White Space via Changes in Normalized Pointwise Mutual Information Between Multi-View Clusters
Shuichi Miyazawa, Kensuke Fujii
cs.IRcs.CLcs.DLarXiv:2608.26685v12026
Data Recombination for Neural Semantic Parsing
Robin Jia, Percy Liang
cs.CLarXiv:1606.03622v12016
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP
Fajri Koto, Afshin Rahimi, Jey Han Lau +1
cs.CLarXiv:2011.00677v12020
Assessing the Downstream Utility of Evidence-Aware Retrieval in RAG
Utshab Kumar Ghosh, Debayan Mukhopadhyay, Shubham Chatterjee
cs.IRcs.CLarXiv:2608.26379v12026
Visualizing and Measuring the Geometry of BERT
Andy Coenen, Emily Reif, Ann Yuan +4
cs.LGcs.CLstat.MLarXiv:1906.02715v22019
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence
Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata +4
cs.AIcs.CLcs.CVarXiv:1802.08129v12018
User-level sentiment analysis incorporating social networks
Chenhao Tan, Lillian Lee, Jie Tang +3
cs.CLcs.IRphysics.data-anarXiv:1109.6018v12011
VirTex: Learning Visual Representations from Textual Annotations
Karan Desai, Justin Johnson
cs.CVcs.CLarXiv:2006.06666v32020
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
Markus Eberts, Adrian Ulges
cs.CLcs.LGarXiv:1909.07755v42019
Simple BERT Models for Relation Extraction and Semantic Role Labeling
Peng Shi, Jimmy Lin
cs.CLarXiv:1904.05255v12019
Towards Emotional Support Dialog Systems
Siyang Liu, Chujie Zheng, Orianna Demasi +5
cs.CLarXiv:2106.01144v12021
Transformer Accelerator (TFA): A Macro-Op INT8 Hardware Chip for Transformer Inference and Machine Translation
Shashank
cs.ARcs.CLcs.LGarXiv:2608.23582v12026
Deep Active Learning for Named Entity Recognition
Yanyao Shen, Hyokun Yun, Zachary C. Lipton +2
cs.CLarXiv:1707.05928v32017
CyrillicQA: The Influence of Phonetically Encoded Secret Language on LLM Performance
Erik Thureck
cs.CLcs.AIcs.LGarXiv:2608.21462v12026
Minimum Risk Training for Neural Machine Translation
Shiqi Shen, Yong Cheng, Zhongjun He +4
cs.CLarXiv:1512.02433v32015
TTPO: Test-Time Policy Optimization
Aozhe Wang, Zhengxi Lu, Jianze Wang +8
cs.CLarXiv:2608.27448v12026
A Survey of Paraphrasing and Textual Entailment Methods
Ion Androutsopoulos, Prodromos Malakasiotis
cs.CLcs.AIarXiv:0912.3747v32009
WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution
Liyan Tang, Cyrus Rashtchian, Chun-Sung Ferng +3
cs.AIcs.CLarXiv:2608.27454v12026
Summaries:한국어 简体中文

Computation and Language

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media

Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models

LoRA+: Efficient Low Rank Adaptation of Large Models

Transformers as Soft Reasoners over Language

A Simple Method for Commonsense Reasoning

The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

TelecomGPT-R1: A Unified Open-Source Reasoner for the Telecom Stack

An Empirical Study of Training End-to-End Vision-and-Language Transformers

The Power of Noise: Redefining Retrieval for RAG Systems

Quasi-Recurrent Neural Networks

MuRIL: Multilingual Representations for Indian Languages

RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature

Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

CorporateBench: Large-Scale Q&A Benchmarking with Temporal Knowledge Bases

Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space

PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text

COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

Transformation Networks for Target-Oriented Sentiment Classification

Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

Towards Measuring the Representation of Subjective Global Opinions in Language Models

Case2Flow: Bridging Patient Cases and Guideline Flowcharts through Multimodal Retrieval

A Reranker for Orchestrating Heterogeneous Speech and Text Retrievers

Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Agents Don't Paginate: First-Chunk Selection for LLM Tool Responses

Evaluating Gender Bias in Machine Translation

Transformer Memory as a Differentiable Search Index

A Study of Generative Large Language Model for Medical Research and Healthcare

UNITER: UNiversal Image-TExt Representation Learning

Gender bias and stereotypes in Large Language Models

Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging

CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering

SpinQuant: LLM quantization with learned rotations

Gender Bias in Contextualized Word Embeddings

On Human Predictions with Explanations and Predictions of Machine Learning Models: A Case Study on Deception Detection

Neural Legal Judgment Prediction in English

OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models

LLaVA-Video: Video Instruction Tuning With Synthetic Data

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

A Survey of the State of Explainable AI for Natural Language Processing

Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search

BLANC: Discovering Patent White Space via Changes in Normalized Pointwise Mutual Information Between Multi-View Clusters

Data Recombination for Neural Semantic Parsing

IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP

Assessing the Downstream Utility of Evidence-Aware Retrieval in RAG

Visualizing and Measuring the Geometry of BERT

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence

User-level sentiment analysis incorporating social networks

VirTex: Learning Visual Representations from Textual Annotations

Span-based Joint Entity and Relation Extraction with Transformer Pre-training

Simple BERT Models for Relation Extraction and Semantic Role Labeling

Towards Emotional Support Dialog Systems

Transformer Accelerator (TFA): A Macro-Op INT8 Hardware Chip for Transformer Inference and Machine Translation

Deep Active Learning for Named Entity Recognition

CyrillicQA: The Influence of Phonetically Encoded Secret Language on LLM Performance

Minimum Risk Training for Neural Machine Translation

TTPO: Test-Time Policy Optimization

A Survey of Paraphrasing and Textual Entailment Methods

WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution